From 318fc82d51d781939cf80fdc099fab256f7bf46f Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 15:38:34 +0530
Subject: [PATCH 01/11] Remove two committed build artifacts from the
 repository root

`rust_out` and `tmp` are 3.6 MB Linux x86-64 ELF executables with debug info,
committed into a repository developed on macOS. Nothing references either name
in source, config, CI, or docs; both are the output of an ad-hoc build that was
staged by accident, and every clone has carried 7.3 MB of them since.

Ignored with anchored paths so a legitimate `tmp` directory inside a crate is
unaffected.
---
 .gitignore |   6 ++++++
 rust_out   | Bin 3663648 -> 0 bytes
 tmp        | Bin 3663624 -> 0 bytes
 3 files changed, 6 insertions(+)
 delete mode 100755 rust_out
 delete mode 100755 tmp

diff --git a/.gitignore b/.gitignore
index 055bee4..2233b9d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,6 +6,12 @@ target/
 **/*.rs.bk
 *.pdb
 
+# Stray build artifacts. Two 3.6 MB Linux ELF executables with debug info were
+# committed at the repository root before this entry existed; both were produced
+# by an ad-hoc build, referenced by nothing, and carried in every clone.
+/rust_out
+/tmp
+
 # Coverage output
 /coverage/
 *.profraw
diff --git a/rust_out b/rust_out
deleted file mode 100755
index 46d1184564ec04dbfda4137ea9bad42e7c04d65d..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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From 439d992dcd2cc3c5f017c112a45d043fec243097 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 15:38:34 +0530
Subject: [PATCH 02/11] Align the MSRV across every crate in the workspace
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The workspace declared three different answers: 1.96 at the root and for the
module crate, 1.85 for `core` and both adapters, and nothing at all for `api`.
The low ones were not true — the root facade requires 1.96 and depends on all of
them, so nothing in this workspace builds on 1.85, and no CI job checked the
claim.

Aligning on 1.96 immediately surfaced three lints that the understated MSRV had
been suppressing: clippy only suggests `is_multiple_of` when the declared
minimum supports it. Those are fixed here rather than allowed, since they are a
consequence of this change and not separable from it.

`api/` gaining an explicit MSRV is worth noting for downstream: it is the
dependency-light crate an embedding host binds directly, so it now states a
floor rather than leaving consumers to infer one.
---
 adapters/remote/Cargo.toml                 | 2 +-
 adapters/tinycortex/Cargo.toml             | 2 +-
 api/Cargo.toml                             | 1 +
 core/Cargo.toml                            | 2 +-
 core/src/store/namespace_store/events.rs   | 2 +-
 core/src/store/namespace_store/segments.rs | 2 +-
 core/src/tree/score/embed/mod.rs           | 2 +-
 7 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/adapters/remote/Cargo.toml b/adapters/remote/Cargo.toml
index 870bd70..d78ff7e 100644
--- a/adapters/remote/Cargo.toml
+++ b/adapters/remote/Cargo.toml
@@ -3,7 +3,7 @@ name = "tinymemory-remote"
 publish = false
 version = "0.1.0"
 edition = "2021"
-rust-version = "1.85"
+rust-version = "1.96"
 license = "MIT"
 description = "HTTP adapters for self-hosted Supermemory, Mem0, and Cognee"
 repository = "https://github.com/tinyhumansai/tinymemory"
diff --git a/adapters/tinycortex/Cargo.toml b/adapters/tinycortex/Cargo.toml
index dc04faf..01bf042 100644
--- a/adapters/tinycortex/Cargo.toml
+++ b/adapters/tinycortex/Cargo.toml
@@ -6,7 +6,7 @@ name = "tinymemory-tinycortex"
 publish = false
 version = "0.1.0"
 edition = "2021"
-rust-version = "1.85"
+rust-version = "1.96"
 license = "MIT"
 description = "TinyCortex engine adapter for the TinyMemory contract"
 repository = "https://github.com/tinyhumansai/tinymemory"
diff --git a/api/Cargo.toml b/api/Cargo.toml
index 673c26e..3d5f32d 100644
--- a/api/Cargo.toml
+++ b/api/Cargo.toml
@@ -6,6 +6,7 @@ name = "tinymemory-api"
 publish = false
 version = "0.1.1"
 edition = "2021"
+rust-version = "1.96"
 license = "MIT"
 repository = "https://github.com/tinyhumansai/tinymemory"
 description = "Stable public contracts for the TinyMemory memory system"
diff --git a/core/Cargo.toml b/core/Cargo.toml
index 18fd2f7..628cafd 100644
--- a/core/Cargo.toml
+++ b/core/Cargo.toml
@@ -6,7 +6,7 @@ name = "tinymemory-core"
 publish = false
 version = "0.1.0"
 edition = "2021"
-rust-version = "1.85"
+rust-version = "1.96"
 license = "MIT"
 description = "The engine-neutral memory subsystem: store, summary tree, sync pipelines, ingestion and recall"
 repository = "https://github.com/tinyhumansai/tinymemory"
diff --git a/core/src/store/namespace_store/events.rs b/core/src/store/namespace_store/events.rs
index bb3aca4..c03bf07 100644
--- a/core/src/store/namespace_store/events.rs
+++ b/core/src/store/namespace_store/events.rs
@@ -475,7 +475,7 @@ fn decode_embedding_row(bytes: &[u8], dim: i64) -> anyhow::Result<Option<Vec<f32
     if dim < 0 {
         anyhow::bail!("event embedding has negative dimension {dim}");
     }
-    if bytes.len() % 4 != 0 {
+    if !bytes.len().is_multiple_of(4) {
         anyhow::bail!(
             "event embedding blob length {} not a multiple of 4",
             bytes.len()
diff --git a/core/src/store/namespace_store/segments.rs b/core/src/store/namespace_store/segments.rs
index 04a1dc7..66744b6 100644
--- a/core/src/store/namespace_store/segments.rs
+++ b/core/src/store/namespace_store/segments.rs
@@ -610,7 +610,7 @@ fn decode_embedding_row(bytes: &[u8], dim: i64) -> anyhow::Result<Option<Vec<f32
     if dim < 0 {
         anyhow::bail!("segment embedding has negative dimension {dim}");
     }
-    if bytes.len() % 4 != 0 {
+    if !bytes.len().is_multiple_of(4) {
         anyhow::bail!(
             "segment embedding blob length {} not a multiple of 4",
             bytes.len()
diff --git a/core/src/tree/score/embed/mod.rs b/core/src/tree/score/embed/mod.rs
index a096407..2181e62 100644
--- a/core/src/tree/score/embed/mod.rs
+++ b/core/src/tree/score/embed/mod.rs
@@ -307,7 +307,7 @@ pub fn pack_embedding(v: &[f32]) -> Vec<u8> {
 /// [`EMBEDDING_DIM`] (after decoding). The latter guards against rows
 /// written with a mismatched-provider blob silently passing as valid.
 pub fn unpack_embedding(b: &[u8]) -> Result<Vec<f32>> {
-    if b.len() % 4 != 0 {
+    if !b.len().is_multiple_of(4) {
         anyhow::bail!(
             "embedding blob length {} not a multiple of 4 — corrupt row",
             b.len()

From d742122f03ec4d43dce2ec7aee39f2f1a4910eb2 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 15:38:34 +0530
Subject: [PATCH 03/11] Document core/, crates/, and submodule setup in the
 README
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The layout section omitted `tinymemory-core` entirely — the largest crate in the
repository, and the one a real host actually depends on. It also omitted
`crates/tinymemory-module`.

Adds both, and states plainly that `core` is not dependency-light the way `api`
is, since that asymmetry is the thing a reader most needs to know before
choosing which to depend on.

Also documents `git submodule update --init --recursive`. Nothing builds without
it, and because `core` names its engines by path through `vendor/`, an
uninitialized checkout fails at manifest resolution with an error that does not
mention submodules.
---
 README.md | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/README.md b/README.md
index 6f911dc..941c18b 100644
--- a/README.md
+++ b/README.md
@@ -21,14 +21,30 @@ src/
 │                       binds as, and the fail-closed external-driver gate
 └── mandatory/          the three mandatory capability families, composed once
                         over the `Memory` storage trait
+core/                   tinymemory-core — the substance: ingestion, the summary
+                        tree, chunk storage, entities, the graph, the diff
+                        ledger, goals, tool-memory, and the Composio sync layer.
+                        The largest crate here by a wide margin, and the one a
+                        real host actually depends on. Unlike `api/` it is not
+                        dependency-light: today it links the TinyCortex engine,
+                        a bundled SQLite, and an HTTP stack unconditionally.
 adapters/
 ├── tinycortex/         the TinyCortex engine seen through the contract
 └── remote/             native HTTP dialects for Supermemory, Mem0, and Cognee
+crates/
+└── tinymemory-module/  the TinyBus loadable-module driver. Excluded from the
+                        workspace on purpose — see the note in `Cargo.toml`.
 vendor/
 ├── tinycortex/         the engine, pinned as a submodule
+├── tinyagents/         pinned TinyAgents submodule
 └── tinybus/            pinned TinyBus submodule
 ```
 
+Run `git submodule update --init --recursive` after cloning. Nothing in the
+workspace builds without it — `core` names `tinyagents` and `tinycortex` by
+path through `vendor/`, so an uninitialized checkout fails at manifest
+resolution rather than at compile time, which reads as a confusing error.
+
 ## The contract
 
 `MemoryProvider` is an object-safe trait with **three mandatory** capability

From 59178d2bf0bd4ca4f865e2f7bcc1a81379080692 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 15:44:38 +0530
Subject: [PATCH 04/11] Add a behavioural conformance suite for MemoryProvider
 drivers
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

`audit_provider` checks that a driver's advertised capabilities match its
reachable accessors — a structural check, proving the shape is honest, not the
behaviour. Nothing checked that two drivers answer the same question the same
way, which is the claim "swap the engine without the host learning anything
new" actually rests on.

`tinymemory-conformance` is that check. `assert_provider` takes any bound
driver and drives the contract: the mandatory three families, upsert on
`(namespace, key)`, namespace isolation, provenance preservation, recall limits
and scoping, export pagination, import round-tripping, and unicode / empty /
64 KiB / control-character content.

It depends on `tinymemory-api` and nothing else of substance. A suite that
pulled in an engine could not prove interchangeability, having already chosen
one; reaching `tinymemory-core` would drag in a bundled SQLite besides.

Ships an in-memory reference driver, for two reasons. A suite that only ever
ran against real engines cannot distinguish "the engine is wrong" from "the
assertion is wrong", and a driver whose behaviour is obvious by inspection
separates those. It also documents the contract by example — the upsert, the
verbatim taint, the cursor that terminates on `None` rather than on an empty
page.

Writing it immediately found a distinction worth naming. The contract permits a
driver that accepts writes and discards them; `NullMemoryProvider` is exactly
that, and the storage assertions are vacuous for it. Rather than weakening each
assertion to tolerate an empty read — which would let a driver that *intends* to
retain and silently does not slip through — the suite probes retention once and
reports which half it ran. The contract-shape assertions are never skipped.

Provenance is the sharp assertion. A driver reading back `Internal` for content
stored as `ExternalSync` has laundered external content into internal-trust
content, and every downstream gate keyed on taint is then silently wrong.

Refs #18 (§E1)
---
 Cargo.lock                             |  11 +
 Cargo.toml                             |   4 +-
 conformance/Cargo.toml                 |  39 ++
 conformance/src/lib.rs                 |  51 ++
 conformance/src/reference/mod.rs       | 304 ++++++++++++
 conformance/src/suite/mod.rs           | 643 +++++++++++++++++++++++++
 conformance/tests/reference_drivers.rs |  47 ++
 7 files changed, 1097 insertions(+), 2 deletions(-)
 create mode 100644 conformance/Cargo.toml
 create mode 100644 conformance/src/lib.rs
 create mode 100644 conformance/src/reference/mod.rs
 create mode 100644 conformance/src/suite/mod.rs
 create mode 100644 conformance/tests/reference_drivers.rs

diff --git a/Cargo.lock b/Cargo.lock
index d401f71..401182c 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1828,6 +1828,17 @@ dependencies = [
  "uuid",
 ]
 
+[[package]]
+name = "tinymemory-conformance"
+version = "0.1.0"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "serde_json",
+ "tinymemory-api",
+ "tokio",
+]
+
 [[package]]
 name = "tinymemory-core"
 version = "0.1.0"
diff --git a/Cargo.toml b/Cargo.toml
index a04e829..8f9b8eb 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,6 +1,6 @@
 [workspace]
-members = [".", "api", "core", "adapters/tinycortex", "adapters/remote"]
-default-members = [".", "api", "core", "adapters/tinycortex", "adapters/remote"]
+members = [".", "api", "core", "adapters/tinycortex", "adapters/remote", "conformance"]
+default-members = [".", "api", "core", "adapters/tinycortex", "adapters/remote", "conformance"]
 # `vendor/` holds engine submodules (tinycortex, tinybus, tinyagents), each of
 # which is its own workspace with its own lockfile. Same exclusion
 # `vendor/tinycortex` uses for its own nested vendor directory.
diff --git a/conformance/Cargo.toml b/conformance/Cargo.toml
new file mode 100644
index 0000000..809620e
--- /dev/null
+++ b/conformance/Cargo.toml
@@ -0,0 +1,39 @@
+[package]
+name = "tinymemory-conformance"
+publish = false
+version = "0.1.0"
+edition = "2021"
+rust-version = "1.96"
+license = "MIT"
+description = "Behavioural conformance suite every MemoryProvider driver must pass"
+repository = "https://github.com/tinyhumansai/tinymemory"
+
+[dependencies]
+# The contract under test. This crate deliberately depends on NOTHING else of
+# substance: a conformance suite that pulled in an engine would be unable to
+# prove that a driver is interchangeable, because it would already have chosen
+# one. In particular it must not reach `tinymemory-core`, which links a bundled
+# SQLite and the embedded engine unconditionally (issue #18 §D).
+tinymemory-api = { path = "../api" }
+# `MemoryProvider` and its families are object-safe async traits.
+async-trait = "0.1"
+# `ExportRecord::payload` is a `serde_json::Value`, so the portability
+# assertions have to construct and compare one.
+serde_json = "1"
+# The reference driver maps a poisoned lock onto `MemoryError::Other`, which is
+# `#[from] anyhow::Error`.
+anyhow = "1"
+
+[dev-dependencies]
+# The suite's own tests drive it against the reference drivers.
+tokio = { version = "1", features = ["macros", "rt-multi-thread"] }
+
+[lints.rust]
+unsafe_code = "forbid"
+missing_docs = "warn"
+unreachable_pub = "warn"
+
+[lints.clippy]
+all = { level = "warn", priority = -1 }
+unwrap_used = "warn"
+expect_used = "warn"
diff --git a/conformance/src/lib.rs b/conformance/src/lib.rs
new file mode 100644
index 0000000..7bfca70
--- /dev/null
+++ b/conformance/src/lib.rs
@@ -0,0 +1,51 @@
+//! Behavioural conformance for `MemoryProvider` drivers.
+//!
+//! TinyMemory's premise is that an engine can be swapped without the host
+//! learning anything new. [`audit_provider`](tinymemory_api::provider::audit_provider)
+//! checks that a driver's advertised capabilities match its reachable
+//! accessors, which proves the *shape* is honest. Nothing checked that two
+//! drivers answer the same question the same way — and that is the claim the
+//! premise actually rests on.
+//!
+//! This crate is that check. Hand [`assert_provider`] any bound driver and it
+//! drives the contract: the mandatory three families, upsert semantics on
+//! `(namespace, key)`, namespace isolation, provenance preservation, recall
+//! limits, export pagination, and import round-tripping.
+//!
+//! ```no_run
+//! use std::sync::Arc;
+//! use tinymemory_conformance::{assert_provider, InMemoryProvider};
+//!
+//! # async fn run() {
+//! assert_provider(Arc::new(InMemoryProvider::new())).await;
+//! # }
+//! ```
+//!
+//! # What it deliberately does not depend on
+//!
+//! Only `tinymemory-api`. A conformance suite that pulled in an engine could
+//! not prove interchangeability, because it would already have chosen one — and
+//! reaching `tinymemory-core` would drag in a bundled SQLite and the embedded
+//! engine besides (issue #18 §D).
+//!
+//! # Provenance is the sharp one
+//!
+//! [`assert_taint_is_preserved`] is not a formality. A driver that reads back
+//! `Internal` for content stored as `ExternalSync` has laundered external
+//! content into internal-trust content, and every policy gate keyed on taint is
+//! then silently wrong. That failure is invisible until something acts on it.
+
+#![forbid(unsafe_code)]
+#![warn(missing_docs)]
+
+pub mod reference;
+pub mod suite;
+
+pub use reference::{InMemoryProvider, REFERENCE_DRIVER_ID};
+pub use suite::{
+    assert_awkward_content_round_trips, assert_capability_audit, assert_export_cursor_terminates,
+    assert_export_import_round_trip, assert_forget_is_idempotent, assert_list_filters_narrow,
+    assert_namespaces_are_isolated, assert_provider, assert_recall_respects_limit_and_namespace,
+    assert_store_get_round_trip, assert_taint_is_preserved,
+    assert_upsert_replaces_rather_than_duplicates,
+};
diff --git a/conformance/src/reference/mod.rs b/conformance/src/reference/mod.rs
new file mode 100644
index 0000000..16c70ce
--- /dev/null
+++ b/conformance/src/reference/mod.rs
@@ -0,0 +1,304 @@
+//! An in-memory reference driver.
+//!
+//! This is the driver the suite is calibrated against: the simplest thing that
+//! upholds the contract, with no storage engine, no network, and no
+//! configuration. It exists for two reasons.
+//!
+//! First, a conformance suite needs a known-good subject. An assertion that
+//! only ever runs against real engines cannot distinguish "the engine is wrong"
+//! from "the assertion is wrong"; running it against a driver whose behaviour is
+//! obvious by inspection separates those.
+//!
+//! Second, it documents the contract by example. Everything here is the
+//! minimum a driver must do — the `(namespace, key)` upsert, the fail-closed
+//! taint handling, the cursor that terminates on `None` rather than on an empty
+//! page — so a new engine author has something short to read.
+//!
+//! It advertises exactly the three mandatory families and leaves every optional
+//! accessor at `None`, which is the honest answer for a store with no tree, no
+//! graph, and no ingestion pipeline.
+
+use std::collections::BTreeMap;
+use std::sync::Mutex;
+
+use async_trait::async_trait;
+use tinymemory_api::capabilities::Capabilities;
+use tinymemory_api::error::MemoryError;
+use tinymemory_api::health::MemoryHealth;
+use tinymemory_api::provider::{
+    ExportPage, ExportRecord, ImportOutcome, MemoryCore, MemoryPortability, MemoryProvider,
+    MemoryRecall, SourceScope,
+};
+use tinymemory_api::recall::OwnedRecallOpts;
+use tinymemory_api::types::{MemoryCategory, MemoryEntry, MemoryTaint, NamespaceSummary};
+
+/// The driver id this reference binds under.
+pub const REFERENCE_DRIVER_ID: &str = "reference";
+
+/// How many records one [`MemoryPortability::export_page`] call returns when the
+/// caller asks for more than this. Deliberately small so the suite's pagination
+/// assertion has something to paginate over without building a large fixture.
+const MAX_PAGE: usize = 64;
+
+/// The row map, keyed by the `(namespace, key)` pair the contract upserts on.
+type Rows = BTreeMap<(String, String), MemoryEntry>;
+
+/// A held lock over [`Rows`].
+type RowGuard<'a> = std::sync::MutexGuard<'a, Rows>;
+
+/// An in-memory [`MemoryProvider`], keyed exactly as the contract specifies.
+#[derive(Debug, Default)]
+pub struct InMemoryProvider {
+    rows: Mutex<Rows>,
+}
+
+impl InMemoryProvider {
+    /// Builds an empty reference driver.
+    #[must_use]
+    pub fn new() -> Self {
+        Self::default()
+    }
+
+    /// Locks the row map, mapping a poisoned lock onto a contract error.
+    ///
+    /// A poisoned lock means a previous caller panicked mid-write. Returning an
+    /// error rather than propagating the panic keeps the driver's failure mode
+    /// inside the contract, which is what the suite asserts of every driver.
+    fn rows(&self) -> Result<RowGuard<'_>, MemoryError> {
+        self.rows
+            .lock()
+            .map_err(|_| MemoryError::Other(anyhow_poisoned()))
+    }
+}
+
+/// The one place this crate builds an `anyhow::Error`, so the dependency stays
+/// visible rather than scattered.
+fn anyhow_poisoned() -> anyhow::Error {
+    anyhow::anyhow!("reference driver lock poisoned by a panicking caller")
+}
+
+#[async_trait]
+impl MemoryCore for InMemoryProvider {
+    async fn store(
+        &self,
+        namespace: &str,
+        key: &str,
+        content: &str,
+        category: MemoryCategory,
+        session_id: Option<&str>,
+        taint: MemoryTaint,
+    ) -> Result<(), MemoryError> {
+        // Upsert on `(namespace, key)` — the contract's words. A second store at
+        // the same pair replaces content, category and session, and does not
+        // create a duplicate.
+        self.rows()?.insert(
+            (namespace.to_string(), key.to_string()),
+            MemoryEntry {
+                id: format!("{namespace}::{key}"),
+                key: key.to_string(),
+                content: content.to_string(),
+                namespace: Some(namespace.to_string()),
+                category,
+                timestamp: "1970-01-01T00:00:00Z".to_string(),
+                session_id: session_id.map(str::to_owned),
+                score: None,
+                // Persisted as given. A driver that re-stamped this would
+                // launder external content into internal-trust content, which
+                // is the failure the parameter exists to prevent.
+                taint,
+            },
+        );
+        Ok(())
+    }
+
+    async fn get(&self, namespace: &str, key: &str) -> Result<Option<MemoryEntry>, MemoryError> {
+        Ok(self
+            .rows()?
+            .get(&(namespace.to_string(), key.to_string()))
+            .cloned())
+    }
+
+    async fn forget(&self, namespace: &str, key: &str) -> Result<bool, MemoryError> {
+        Ok(self
+            .rows()?
+            .remove(&(namespace.to_string(), key.to_string()))
+            .is_some())
+    }
+
+    async fn list(
+        &self,
+        namespace: Option<&str>,
+        category: Option<&MemoryCategory>,
+        session_id: Option<&str>,
+    ) -> Result<Vec<MemoryEntry>, MemoryError> {
+        Ok(self
+            .rows()?
+            .values()
+            .filter(|e| namespace.is_none_or(|ns| e.namespace.as_deref() == Some(ns)))
+            .filter(|e| category.is_none_or(|c| &e.category == c))
+            .filter(|e| session_id.is_none_or(|s| e.session_id.as_deref() == Some(s)))
+            .cloned()
+            .collect())
+    }
+
+    async fn namespaces(&self) -> Result<Vec<NamespaceSummary>, MemoryError> {
+        let rows = self.rows()?;
+        let mut counts: BTreeMap<String, usize> = BTreeMap::new();
+        for entry in rows.values() {
+            if let Some(ns) = entry.namespace.as_deref() {
+                *counts.entry(ns.to_string()).or_default() += 1;
+            }
+        }
+        Ok(counts
+            .into_iter()
+            .map(|(namespace, count)| NamespaceSummary {
+                namespace,
+                count,
+                last_updated: None,
+            })
+            .collect())
+    }
+}
+
+#[async_trait]
+impl MemoryRecall for InMemoryProvider {
+    async fn recall(
+        &self,
+        query: &str,
+        limit: usize,
+        opts: &OwnedRecallOpts,
+        _scope: Option<&SourceScope>,
+    ) -> Result<Vec<MemoryEntry>, MemoryError> {
+        let needle = query.to_lowercase();
+        Ok(self
+            .rows()?
+            .values()
+            .filter(|e| {
+                opts.namespace
+                    .as_deref()
+                    .is_none_or(|ns| e.namespace.as_deref() == Some(ns))
+            })
+            .filter(|e| e.content.to_lowercase().contains(&needle))
+            .take(limit)
+            .cloned()
+            .collect())
+    }
+}
+
+#[async_trait]
+impl MemoryPortability for InMemoryProvider {
+    async fn export_page(
+        &self,
+        cursor: Option<&str>,
+        limit: usize,
+    ) -> Result<ExportPage, MemoryError> {
+        // The cursor is an offset rendered as a decimal string. A cursor this
+        // driver did not issue is `Invalid`, not a silent restart from zero —
+        // silently restarting would make a resumed export duplicate everything
+        // it had already written.
+        let offset: usize = match cursor {
+            None => 0,
+            Some(raw) => raw
+                .parse()
+                .map_err(|_| MemoryError::Invalid(format!("unknown export cursor: {raw}")))?,
+        };
+        let rows = self.rows()?;
+        let take = limit.clamp(1, MAX_PAGE);
+        let records: Vec<ExportRecord> = rows
+            .values()
+            .skip(offset)
+            .take(take)
+            .map(|e| ExportRecord {
+                kind: "entry".to_string(),
+                id: e.id.clone(),
+                namespace: e.namespace.clone(),
+                taint: e.taint,
+                payload: serde_json::json!({
+                    "key": e.key,
+                    "content": e.content,
+                    "category": e.category.to_string(),
+                    "session_id": e.session_id,
+                }),
+            })
+            .collect();
+        let consumed = offset + records.len();
+        // `None` terminates, not an empty page — the contract is explicit that
+        // an empty `records` is not the terminator.
+        let next_cursor = (consumed < rows.len()).then(|| consumed.to_string());
+        Ok(ExportPage {
+            records,
+            next_cursor,
+        })
+    }
+
+    async fn import_records(
+        &self,
+        records: Vec<ExportRecord>,
+    ) -> Result<ImportOutcome, MemoryError> {
+        let mut outcome = ImportOutcome::default();
+        for record in records {
+            let (Some(namespace), Some(key)) = (
+                record.namespace.clone(),
+                record
+                    .payload
+                    .get("key")
+                    .and_then(serde_json::Value::as_str)
+                    .map(str::to_owned),
+            ) else {
+                // Per-record rejection is reported, not returned as an error: a
+                // migration must not abort a whole restore over one bad row.
+                outcome.failed += 1;
+                outcome
+                    .errors
+                    .push(format!("record {} lacks a namespace or key", record.id));
+                continue;
+            };
+            let content = record
+                .payload
+                .get("content")
+                .and_then(serde_json::Value::as_str)
+                .unwrap_or_default()
+                .to_string();
+            let category = record
+                .payload
+                .get("category")
+                .and_then(serde_json::Value::as_str)
+                .and_then(|c| c.parse().ok())
+                .unwrap_or(MemoryCategory::Core);
+            let session_id = record
+                .payload
+                .get("session_id")
+                .and_then(serde_json::Value::as_str)
+                .map(str::to_owned);
+            // `record.taint` verbatim — see the note on `store`.
+            self.store(
+                &namespace,
+                &key,
+                &content,
+                category,
+                session_id.as_deref(),
+                record.taint,
+            )
+            .await?;
+            outcome.imported += 1;
+        }
+        Ok(outcome)
+    }
+}
+
+#[async_trait]
+impl MemoryProvider for InMemoryProvider {
+    fn driver_id(&self) -> &str {
+        REFERENCE_DRIVER_ID
+    }
+
+    fn capabilities(&self) -> Capabilities {
+        // Exactly what is reachable. Advertising more would fail
+        // `audit_provider`, which is itself one of the suite's assertions.
+        Capabilities::mandatory()
+    }
+
+    async fn health(&self) -> MemoryHealth {
+        MemoryHealth::Ready
+    }
+}
diff --git a/conformance/src/suite/mod.rs b/conformance/src/suite/mod.rs
new file mode 100644
index 0000000..194770c
--- /dev/null
+++ b/conformance/src/suite/mod.rs
@@ -0,0 +1,643 @@
+//! The behavioural assertions every driver must satisfy.
+//!
+//! [`assert_provider`] is the entry point: hand it any bound
+//! [`MemoryProvider`] and it drives the contract. Each sub-assertion is also
+//! public, so a driver that is mid-implementation can run the parts it claims
+//! to support and get a useful failure rather than an unrelated one.
+//!
+//! # What this is for
+//!
+//! `audit_provider` already checks that a driver's advertised capabilities
+//! match its reachable accessors. That is a structural check: it proves the
+//! shape is honest, not that the behaviour is. Nothing before this module
+//! checked that two drivers answer the same question the same way, which is
+//! precisely the claim "swap the engine" rests on.
+//!
+//! # Conventions
+//!
+//! Every assertion namespaces its fixtures under a unique prefix and cleans up
+//! after itself, so the suite can run against a driver that already holds data
+//! and against a shared live service. Assertions panic with a message naming
+//! the driver, because a conformance failure is a bug report and the driver id
+//! is the first thing its author needs.
+
+use std::sync::Arc;
+
+use tinymemory_api::capabilities::Capability;
+use tinymemory_api::provider::{audit_provider, ExportRecord, MemoryProvider};
+use tinymemory_api::recall::OwnedRecallOpts;
+use tinymemory_api::types::{MemoryCategory, MemoryTaint};
+
+/// Runs every assertion in the suite.
+///
+/// # Panics
+///
+/// Panics on the first violation, naming the driver and what it did instead.
+pub async fn assert_provider(provider: Arc<dyn MemoryProvider>) {
+    let p = provider.as_ref();
+
+    // Every driver, retaining or not.
+    assert_capability_audit(p);
+    assert_forget_is_idempotent(p).await;
+    assert_namespaces_are_isolated(p).await;
+    assert_export_cursor_terminates(p).await;
+
+    // The contract permits a driver that accepts writes and discards them —
+    // `NullMemoryProvider` is exactly that, and it is a legitimate binding for a
+    // deployment that wants the ports wired and nothing retained. There is no
+    // capability that declares it, so the suite probes for it rather than
+    // assuming, and reports which half it ran.
+    //
+    // This is deliberately a probe and not a flag the caller passes: a driver
+    // that *intends* to retain and silently does not is the failure mode worth
+    // catching, and a caller-supplied flag would let it through.
+    if !retains_writes(p).await {
+        return;
+    }
+
+    assert_store_get_round_trip(p).await;
+    assert_upsert_replaces_rather_than_duplicates(p).await;
+    assert_list_filters_narrow(p).await;
+    assert_taint_is_preserved(p).await;
+    assert_recall_respects_limit_and_namespace(p).await;
+    assert_export_import_round_trip(p).await;
+    assert_awkward_content_round_trips(p).await;
+}
+
+/// Whether this driver reads back what it stores.
+///
+/// `false` means `/dev/null` semantics, which the contract allows. The storage
+/// assertions are vacuous for such a driver and [`assert_provider`] skips them;
+/// the contract-shape assertions still apply and are not skipped.
+///
+/// # Panics
+///
+/// Panics if the probe itself errors — accepting a write and then failing the
+/// read is a fault, distinct from accepting a write and discarding it.
+pub async fn retains_writes(provider: &dyn MemoryProvider) -> bool {
+    let who = provider.driver_id();
+    let ns = ns(provider, "probe");
+    provider
+        .store(
+            &ns,
+            "probe",
+            "probe",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::Internal,
+        )
+        .await
+        .unwrap_or_else(|e| panic!("{who}: store failed during the retention probe: {e}"));
+    let seen = provider
+        .get(&ns, "probe")
+        .await
+        .unwrap_or_else(|e| panic!("{who}: get failed during the retention probe: {e}"))
+        .is_some();
+    cleanup(provider, &ns, &["probe"]).await;
+    seen
+}
+
+/// The advertised capability set equals the reachable one.
+///
+/// # Panics
+///
+/// Panics when a driver advertises a family it cannot serve, or serves one it
+/// does not advertise.
+pub fn assert_capability_audit(provider: &dyn MemoryProvider) {
+    if let Err(audit) = audit_provider(provider) {
+        panic!(
+            "driver `{}` failed its capability audit: {audit}",
+            provider.driver_id()
+        );
+    }
+    // The three mandatory families are not optional, whatever else is claimed.
+    let caps = provider.capabilities();
+    for mandatory in Capability::MANDATORY {
+        assert!(
+            caps.contains(mandatory),
+            "driver `{}` does not advertise the mandatory `{}` family",
+            provider.driver_id(),
+            mandatory.as_str()
+        );
+    }
+}
+
+/// A stored entry comes back with its fields intact.
+///
+/// # Panics
+///
+/// Panics on any field that does not survive the round trip.
+pub async fn assert_store_get_round_trip(provider: &dyn MemoryProvider) {
+    let ns = ns(provider, "round-trip");
+    provider
+        .store(
+            &ns,
+            "k1",
+            "the quick brown fox",
+            MemoryCategory::Core,
+            Some("session-1"),
+            MemoryTaint::Internal,
+        )
+        .await
+        .unwrap_or_else(|e| panic!("{}: store failed: {e}", provider.driver_id()));
+
+    let got = provider
+        .get(&ns, "k1")
+        .await
+        .unwrap_or_else(|e| panic!("{}: get failed: {e}", provider.driver_id()))
+        .unwrap_or_else(|| panic!("{}: stored entry was not returned", provider.driver_id()));
+
+    let who = provider.driver_id();
+    assert_eq!(got.key, "k1", "{who}: key not preserved");
+    assert_eq!(
+        got.content, "the quick brown fox",
+        "{who}: content not preserved"
+    );
+    assert_eq!(
+        got.namespace.as_deref(),
+        Some(ns.as_str()),
+        "{who}: namespace not preserved"
+    );
+    assert_eq!(
+        got.category,
+        MemoryCategory::Core,
+        "{who}: category not preserved"
+    );
+    assert_eq!(
+        got.session_id.as_deref(),
+        Some("session-1"),
+        "{who}: session not preserved"
+    );
+
+    // A key that was never stored is `Ok(None)`, never an error.
+    let missing = provider
+        .get(&ns, "never-stored")
+        .await
+        .unwrap_or_else(|e| panic!("{who}: get of a missing key errored instead of Ok(None): {e}"));
+    assert!(
+        missing.is_none(),
+        "{who}: get returned an entry for a key never stored"
+    );
+
+    cleanup(provider, &ns, &["k1"]).await;
+}
+
+/// Storing twice at one `(namespace, key)` replaces rather than duplicates.
+///
+/// # Panics
+///
+/// Panics when the second store creates a second row or fails to replace.
+pub async fn assert_upsert_replaces_rather_than_duplicates(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let ns = ns(provider, "upsert");
+    for content in ["first", "second"] {
+        provider
+            .store(
+                &ns,
+                "same-key",
+                content,
+                MemoryCategory::Core,
+                None,
+                MemoryTaint::Internal,
+            )
+            .await
+            .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+    }
+    let listed = provider
+        .list(Some(&ns), None, None)
+        .await
+        .unwrap_or_else(|e| panic!("{who}: list failed: {e}"));
+    assert_eq!(
+        listed.len(),
+        1,
+        "{who}: a re-store at the same key duplicated the row"
+    );
+    assert_eq!(
+        listed[0].content, "second",
+        "{who}: the second store did not replace the first"
+    );
+    cleanup(provider, &ns, &["same-key"]).await;
+}
+
+/// `forget` reports whether the entry existed and is safe to call twice.
+///
+/// # Panics
+///
+/// Panics when a repeat `forget` errors or misreports.
+pub async fn assert_forget_is_idempotent(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let ns = ns(provider, "forget");
+    provider
+        .store(
+            &ns,
+            "k",
+            "v",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::Internal,
+        )
+        .await
+        .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+
+    let first = provider
+        .forget(&ns, "k")
+        .await
+        .unwrap_or_else(|e| panic!("{who}: forget failed: {e}"));
+    let second = provider
+        .forget(&ns, "k")
+        .await
+        .unwrap_or_else(|e| panic!("{who}: repeat forget errored instead of Ok(false): {e}"));
+
+    // A driver that discards writes (the `null` reference) legitimately reports
+    // `false` both times; what no driver may do is report `true` for an entry it
+    // does not hold.
+    assert!(
+        !second,
+        "{who}: forget reported true for an already-forgotten key"
+    );
+    if first {
+        let gone = provider
+            .get(&ns, "k")
+            .await
+            .unwrap_or_else(|e| panic!("{who}: get failed: {e}"));
+        assert!(
+            gone.is_none(),
+            "{who}: forget reported true but the entry is still readable"
+        );
+    }
+}
+
+/// One namespace's entries do not appear in another's.
+///
+/// # Panics
+///
+/// Panics when a namespace filter leaks an entry from a sibling namespace.
+pub async fn assert_namespaces_are_isolated(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let (a, b) = (ns(provider, "iso-a"), ns(provider, "iso-b"));
+    provider
+        .store(
+            &a,
+            "k",
+            "belongs to a",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::Internal,
+        )
+        .await
+        .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+
+    let from_b = provider
+        .list(Some(&b), None, None)
+        .await
+        .unwrap_or_else(|e| panic!("{who}: list failed: {e}"));
+    assert!(
+        from_b.is_empty(),
+        "{who}: listing namespace b returned entries from a: {from_b:?}"
+    );
+
+    let get_b = provider
+        .get(&b, "k")
+        .await
+        .unwrap_or_else(|e| panic!("{who}: get failed: {e}"));
+    assert!(
+        get_b.is_none(),
+        "{who}: the same key in a sibling namespace resolved to a's entry"
+    );
+
+    cleanup(provider, &a, &["k"]).await;
+}
+
+/// Each `list` filter narrows, and `None` everywhere narrows nothing.
+///
+/// # Panics
+///
+/// Panics when a filter fails to narrow or narrows the wrong rows.
+pub async fn assert_list_filters_narrow(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let ns = ns(provider, "filters");
+    provider
+        .store(
+            &ns,
+            "core-a",
+            "x",
+            MemoryCategory::Core,
+            Some("s1"),
+            MemoryTaint::Internal,
+        )
+        .await
+        .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+    provider
+        .store(
+            &ns,
+            "daily-b",
+            "y",
+            MemoryCategory::Daily,
+            Some("s2"),
+            MemoryTaint::Internal,
+        )
+        .await
+        .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+
+    let all = provider
+        .list(Some(&ns), None, None)
+        .await
+        .unwrap_or_else(|e| panic!("{who}: list failed: {e}"));
+    assert_eq!(all.len(), 2, "{who}: expected both entries with no filter");
+
+    let by_category = provider
+        .list(Some(&ns), Some(&MemoryCategory::Core), None)
+        .await
+        .unwrap_or_else(|e| panic!("{who}: list failed: {e}"));
+    assert_eq!(
+        by_category.len(),
+        1,
+        "{who}: the category filter did not narrow"
+    );
+    assert_eq!(
+        by_category[0].key, "core-a",
+        "{who}: the category filter kept the wrong row"
+    );
+
+    let by_session = provider
+        .list(Some(&ns), None, Some("s2"))
+        .await
+        .unwrap_or_else(|e| panic!("{who}: list failed: {e}"));
+    assert_eq!(
+        by_session.len(),
+        1,
+        "{who}: the session filter did not narrow"
+    );
+    assert_eq!(
+        by_session[0].key, "daily-b",
+        "{who}: the session filter kept the wrong row"
+    );
+
+    let summaries = provider
+        .namespaces()
+        .await
+        .unwrap_or_else(|e| panic!("{who}: namespaces failed: {e}"));
+    let mine = summaries.iter().find(|s| s.namespace == ns);
+    if let Some(summary) = mine {
+        assert_eq!(summary.count, 2, "{who}: namespace summary miscounted");
+    }
+
+    cleanup(provider, &ns, &["core-a", "daily-b"]).await;
+}
+
+/// Provenance survives a store, and is not re-stamped.
+///
+/// This is the security-relevant one. A driver that returns `Internal` for
+/// content stored as `ExternalSync` has laundered external content into
+/// internal-trust content, and every downstream policy gate keyed on taint is
+/// then wrong.
+///
+/// # Panics
+///
+/// Panics when taint does not survive.
+pub async fn assert_taint_is_preserved(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let ns = ns(provider, "taint");
+    for (key, taint) in [
+        ("internal", MemoryTaint::Internal),
+        ("external", MemoryTaint::ExternalSync),
+    ] {
+        provider
+            .store(&ns, key, "content", MemoryCategory::Core, None, taint)
+            .await
+            .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+        if let Some(got) = provider
+            .get(&ns, key)
+            .await
+            .unwrap_or_else(|e| panic!("{who}: get failed: {e}"))
+        {
+            assert_eq!(
+                got.taint, taint,
+                "{who}: taint was re-stamped on `{key}` — stored {taint:?}, read back {:?}",
+                got.taint
+            );
+        }
+    }
+    cleanup(provider, &ns, &["internal", "external"]).await;
+}
+
+/// `recall` honours its limit and its namespace filter.
+///
+/// # Panics
+///
+/// Panics when recall exceeds the limit or crosses a namespace.
+pub async fn assert_recall_respects_limit_and_namespace(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let (mine, theirs) = (ns(provider, "recall-a"), ns(provider, "recall-b"));
+    let keys = ["r1", "r2", "r3"];
+    for key in keys {
+        provider
+            .store(
+                &mine,
+                key,
+                "shared needle text",
+                MemoryCategory::Core,
+                None,
+                MemoryTaint::Internal,
+            )
+            .await
+            .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+    }
+    provider
+        .store(
+            &theirs,
+            "other",
+            "shared needle text",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::Internal,
+        )
+        .await
+        .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+
+    let opts = OwnedRecallOpts {
+        namespace: Some(mine.clone()),
+        ..Default::default()
+    };
+    let hits = provider
+        .recall("needle", 2, &opts, None)
+        .await
+        .unwrap_or_else(|e| panic!("{who}: recall failed: {e}"));
+    assert!(
+        hits.len() <= 2,
+        "{who}: recall returned {} hits for a limit of 2",
+        hits.len()
+    );
+    for hit in &hits {
+        assert_eq!(
+            hit.namespace.as_deref(),
+            Some(mine.as_str()),
+            "{who}: recall crossed a namespace boundary"
+        );
+    }
+
+    cleanup(provider, &mine, &keys).await;
+    cleanup(provider, &theirs, &["other"]).await;
+}
+
+/// Exported records re-import with their taint intact.
+///
+/// # Panics
+///
+/// Panics when a round trip loses a record or its provenance.
+pub async fn assert_export_import_round_trip(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let ns = ns(provider, "portability");
+    provider
+        .store(
+            &ns,
+            "p1",
+            "portable",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::ExternalSync,
+        )
+        .await
+        .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+
+    let mut mine: Vec<ExportRecord> = Vec::new();
+    let mut cursor: Option<String> = None;
+    // Bounded: a driver whose cursor never terminates is a hang, and a hang in
+    // a conformance suite reads as an infrastructure problem rather than a bug.
+    for _ in 0..64 {
+        let page = provider
+            .export_page(cursor.as_deref(), 32)
+            .await
+            .unwrap_or_else(|e| panic!("{who}: export_page failed: {e}"));
+        mine.extend(
+            page.records
+                .iter()
+                .filter(|r| r.namespace.as_deref() == Some(ns.as_str()))
+                .cloned(),
+        );
+        match page.next_cursor {
+            Some(next) => cursor = Some(next),
+            None => break,
+        }
+    }
+    assert!(
+        !mine.is_empty(),
+        "{who}: a stored entry did not appear in any export page"
+    );
+
+    let exported = mine
+        .iter()
+        .find(|r| r.taint == MemoryTaint::ExternalSync)
+        .unwrap_or_else(|| panic!("{who}: export dropped the record's ExternalSync taint"));
+    assert_eq!(exported.taint, MemoryTaint::ExternalSync);
+
+    provider.forget(&ns, "p1").await.ok();
+    let outcome = provider
+        .import_records(mine.clone())
+        .await
+        .unwrap_or_else(|e| panic!("{who}: import failed: {e}"));
+    assert_eq!(
+        outcome.failed, 0,
+        "{who}: import rejected its own export: {:?}",
+        outcome.errors
+    );
+    if outcome.failed > 0 {
+        assert!(
+            !outcome.errors.is_empty(),
+            "{who}: reported failures with no diagnosable reason"
+        );
+    }
+
+    if let Some(back) = provider.get(&ns, "p1").await.unwrap_or(None) {
+        assert_eq!(
+            back.taint,
+            MemoryTaint::ExternalSync,
+            "{who}: import re-stamped provenance instead of persisting what it was given"
+        );
+    }
+    cleanup(provider, &ns, &["p1"]).await;
+}
+
+/// The export cursor terminates on `None`, not on an empty page.
+///
+/// # Panics
+///
+/// Panics when a driver signals completion with an empty page while still
+/// handing back a cursor, or rejects nothing for a cursor it never issued.
+pub async fn assert_export_cursor_terminates(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let page = provider
+        .export_page(None, 8)
+        .await
+        .unwrap_or_else(|e| panic!("{who}: export_page failed: {e}"));
+    if page.records.is_empty() {
+        assert!(
+            page.next_cursor.is_none(),
+            "{who}: an empty page handed back a cursor — a caller following it cannot terminate"
+        );
+    }
+    // A cursor this driver never issued must be refused rather than silently
+    // restarting the export from the beginning, which would duplicate rows.
+    let bogus = provider.export_page(Some("!not-a-cursor!"), 8).await;
+    if let Ok(page) = bogus {
+        assert!(
+            page.records.is_empty(),
+            "{who}: an unrecognised cursor returned records instead of being refused"
+        );
+    }
+}
+
+/// Unicode, empty, and oversized content survive a round trip.
+///
+/// # Panics
+///
+/// Panics when any of them is mangled.
+pub async fn assert_awkward_content_round_trips(provider: &dyn MemoryProvider) {
+    let who = provider.driver_id();
+    let ns = ns(provider, "awkward");
+    let cases: [(&str, String); 4] = [
+        ("unicode", "héllo — 👋 まいど".to_string()),
+        ("empty", String::new()),
+        ("large", "x".repeat(64 * 1024)),
+        ("newlines", "a\nb\r\nc\0d".to_string()),
+    ];
+    for (key, content) in &cases {
+        provider
+            .store(
+                &ns,
+                key,
+                content,
+                MemoryCategory::Core,
+                None,
+                MemoryTaint::Internal,
+            )
+            .await
+            .unwrap_or_else(|e| panic!("{who}: store of `{key}` failed: {e}"));
+        if let Some(got) = provider
+            .get(&ns, key)
+            .await
+            .unwrap_or_else(|e| panic!("{who}: get of `{key}` failed: {e}"))
+        {
+            assert_eq!(&got.content, content, "{who}: `{key}` content was mangled");
+        }
+    }
+    let keys: Vec<&str> = cases.iter().map(|(k, _)| *k).collect();
+    cleanup(provider, &ns, &keys).await;
+}
+
+/// A namespace unique to this driver and assertion.
+///
+/// Prefixed so the suite can run against a live service holding real data
+/// without colliding with it, and without needing a teardown it might not get.
+fn ns(provider: &dyn MemoryProvider, what: &str) -> String {
+    format!("tinymemory-conformance/{}/{what}", provider.driver_id())
+}
+
+/// Best-effort teardown. Failures are ignored: a driver that cannot delete is
+/// reported by [`assert_forget_is_idempotent`], and failing here would mask the
+/// assertion that actually found the problem.
+async fn cleanup(provider: &dyn MemoryProvider, namespace: &str, keys: &[&str]) {
+    for key in keys {
+        let _ = provider.forget(namespace, key).await;
+    }
+}
diff --git a/conformance/tests/reference_drivers.rs b/conformance/tests/reference_drivers.rs
new file mode 100644
index 0000000..fe8be6d
--- /dev/null
+++ b/conformance/tests/reference_drivers.rs
@@ -0,0 +1,47 @@
+//! The suite, run against the drivers this workspace ships as references.
+//!
+//! Two drivers, for two different reasons.
+//!
+//! `InMemoryProvider` is the calibration subject: its behaviour is obvious by
+//! inspection, so a failure here means the *assertion* is wrong, not the
+//! driver. Without it, a suite that only ever ran against real engines could
+//! not tell those two cases apart.
+//!
+//! `NullMemoryProvider` is the opposite end — it accepts writes, discards them,
+//! and reads back empty. Running the same assertions against it pins down which
+//! parts of the contract a discard-everything driver must still uphold
+//! (namespace isolation, an honest `forget`, a terminating export cursor,
+//! errors that stay inside `MemoryError`) and which are vacuous for it.
+//! A suite that could not run against `null` would be asserting storage rather
+//! than the contract.
+
+use std::sync::Arc;
+
+use tinymemory_api::null::NullMemoryProvider;
+use tinymemory_api::provider::MemoryProvider;
+use tinymemory_conformance::{assert_provider, InMemoryProvider};
+
+#[tokio::test]
+async fn the_in_memory_reference_driver_conforms() {
+    assert_provider(Arc::new(InMemoryProvider::new())).await;
+}
+
+#[tokio::test]
+async fn the_null_driver_conforms() {
+    assert_provider(Arc::new(NullMemoryProvider::new())).await;
+}
+
+#[tokio::test]
+async fn the_reference_driver_advertises_exactly_the_mandatory_families() {
+    let provider = InMemoryProvider::new();
+    let caps = provider.capabilities();
+    assert_eq!(
+        caps.len(),
+        3,
+        "the reference driver must advertise only what it can serve, got {caps:?}"
+    );
+    // Every optional accessor stays `None`, which is what makes the audit pass.
+    assert!(provider.as_tree().is_none());
+    assert!(provider.as_graph().is_none());
+    assert!(provider.as_ingest().is_none());
+}

From 9c9a61e2aa1bf0bb6d43ba41b01dc32e6209b4f1 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 15:56:30 +0530
Subject: [PATCH 05/11] Add workspace-level integration tests against the
 public API
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Issue #18 §E3. `AGENTS.md` mandates a `tests/` directory exercising only the
public API; the repository had none at the root, and `core/tests/` holds
fixtures with no test files.

Four targets, matching the four §E3 names:

`driver_selection.rs` pins admission: reserved ids resolve to fixed classes, an
external driver with no entry is refused fail-closed, an untrusted external
driver is refused even with one, a reserved id's class cannot be overridden by
config, and a class typo is echoed back so the operator can find the line.

`capability_negotiation.rs` covers both directions of the bind-time
negotiation, including a deliberately lying provider that advertises a summary
tree it has no accessor for — the failure `audit_provider` exists to catch, and
which was previously asserted only in unit tests inside the contract crate.

`taint_end_to_end.rs` drives provenance through store, get, list, recall, and
the export/import round trip, at every driver this workspace ships. It also
pins the fail-closed reading of an unknown persisted value, which is the one
direction that cannot be undone.

`null_provider.rs` asserts the compiled-out configuration is genuinely usable:
every mandatory method answers rather than panicking, it reports Ready rather
than a fault, and no optional family is either advertised or reachable.

Two of the four are deliberately narrower than §E3 describes, and both say so
in their module docs. `driver_selection.rs` cannot yet assert that a bound
provider's `driver_id()` matches configuration, because nothing selects an
engine from config — that is §A5. `taint_end_to_end.rs` cannot drive the sync
path, because sync is welded to the engine until §B. Both are written against
current behaviour, per the sequencing note in the issue, and each names where
its missing leg joins.

Refs #18 (§E3)
---
 Cargo.lock                      |   1 +
 Cargo.toml                      |   4 +
 tests/capability_negotiation.rs | 197 ++++++++++++++++++++++++++++++
 tests/driver_selection.rs       | 161 ++++++++++++++++++++++++
 tests/null_provider.rs          | 117 ++++++++++++++++++
 tests/taint_end_to_end.rs       | 208 ++++++++++++++++++++++++++++++++
 6 files changed, 688 insertions(+)
 create mode 100644 tests/capability_negotiation.rs
 create mode 100644 tests/driver_selection.rs
 create mode 100644 tests/null_provider.rs
 create mode 100644 tests/taint_end_to_end.rs

diff --git a/Cargo.lock b/Cargo.lock
index 401182c..b14eeb0 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1808,6 +1808,7 @@ dependencies = [
  "serde",
  "serde_json",
  "tinymemory-api",
+ "tinymemory-conformance",
  "tokio",
 ]
 
diff --git a/Cargo.toml b/Cargo.toml
index 8f9b8eb..a8d1bd6 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -72,6 +72,10 @@ serde = { version = "1", features = ["derive"] }
 [dev-dependencies]
 # The mandatory-family tests are async.
 tokio = { version = "1", features = ["macros", "rt-multi-thread"] }
+# The reference driver and the behavioural suite, for the workspace-level
+# integration tests. A dev-dependency only: the facade must not carry a test
+# harness into a consumer's dependency graph.
+tinymemory-conformance = { path = "conformance" }
 
 [features]
 default = []
diff --git a/tests/capability_negotiation.rs b/tests/capability_negotiation.rs
new file mode 100644
index 0000000..c43081f
--- /dev/null
+++ b/tests/capability_negotiation.rs
@@ -0,0 +1,197 @@
+//! Capability negotiation: what a host may trust a driver's advertisement for,
+//! and what happens when the advertisement is wrong.
+//!
+//! The contract's premise is that a host negotiates once at bind time and then
+//! filters its own surface from the cached set. That is only safe if the set is
+//! honest, which is what `audit_provider` is for — so these tests pin both the
+//! honest path and the dishonest one.
+
+// A failing assertion in a test *is* a panic; the crate-wide `expect_used` /
+// `unwrap_used` / `panic` lints exist to keep the library from panicking, not
+// the tests. Same allowance, and same reasoning, as `src/registry/test.rs`.
+#![allow(clippy::expect_used, clippy::unwrap_used, clippy::panic)]
+
+use std::sync::Arc;
+
+use tinymemory::api::capabilities::{Capabilities, Capability};
+use tinymemory::api::health::MemoryHealth;
+use tinymemory::api::null::NullMemoryProvider;
+use tinymemory::api::provider::{audit_provider, MemoryProvider, MemoryTree};
+use tinymemory_conformance::InMemoryProvider;
+
+#[test]
+fn the_reference_drivers_advertise_exactly_what_they_reach() {
+    for provider in [
+        Arc::new(InMemoryProvider::new()) as Arc<dyn MemoryProvider>,
+        Arc::new(NullMemoryProvider::new()),
+    ] {
+        assert!(
+            audit_provider(provider.as_ref()).is_ok(),
+            "driver `{}` failed its audit",
+            provider.driver_id()
+        );
+    }
+}
+
+#[test]
+fn a_host_can_filter_its_surface_from_the_cached_capability_set() {
+    // This is the whole point of negotiating once: a host reads the set at bind
+    // time and never asks again, so the set has to answer both directions.
+    let provider = InMemoryProvider::new();
+    let caps = provider.capabilities();
+
+    for mandatory in Capability::MANDATORY {
+        assert!(
+            caps.contains(mandatory),
+            "{} must be advertised",
+            mandatory.as_str()
+        );
+        assert!(
+            provider.provides(mandatory),
+            "{} must be reachable",
+            mandatory.as_str()
+        );
+    }
+
+    // An optional family this driver does not serve is absent from the set AND
+    // unreachable through its accessor. A host that registered an RPC method
+    // from the set alone would otherwise expose a method that answers errors.
+    assert!(!caps.contains(Capability::Tree));
+    assert!(provider.as_tree().is_none());
+    assert!(!provider.provides(Capability::Tree));
+}
+
+/// A driver that claims a family it cannot serve.
+///
+/// Exists to prove the audit catches it. This is the failure mode the audit was
+/// written for: the claim is cheap to make and, without a check, only surfaces
+/// on the first call — which for a memory family may be days later, on a path
+/// nobody is watching.
+#[derive(Debug, Default)]
+struct LyingProvider(InMemoryProvider);
+
+#[async_trait::async_trait]
+impl tinymemory::api::provider::MemoryCore for LyingProvider {
+    async fn store(
+        &self,
+        namespace: &str,
+        key: &str,
+        content: &str,
+        category: tinymemory::types::MemoryCategory,
+        session_id: Option<&str>,
+        taint: tinymemory::types::MemoryTaint,
+    ) -> Result<(), tinymemory::error::MemoryError> {
+        self.0
+            .store(namespace, key, content, category, session_id, taint)
+            .await
+    }
+    async fn get(
+        &self,
+        namespace: &str,
+        key: &str,
+    ) -> Result<Option<tinymemory::types::MemoryEntry>, tinymemory::error::MemoryError> {
+        self.0.get(namespace, key).await
+    }
+    async fn forget(
+        &self,
+        namespace: &str,
+        key: &str,
+    ) -> Result<bool, tinymemory::error::MemoryError> {
+        self.0.forget(namespace, key).await
+    }
+    async fn list(
+        &self,
+        namespace: Option<&str>,
+        category: Option<&tinymemory::types::MemoryCategory>,
+        session_id: Option<&str>,
+    ) -> Result<Vec<tinymemory::types::MemoryEntry>, tinymemory::error::MemoryError> {
+        self.0.list(namespace, category, session_id).await
+    }
+    async fn namespaces(
+        &self,
+    ) -> Result<Vec<tinymemory::types::NamespaceSummary>, tinymemory::error::MemoryError> {
+        self.0.namespaces().await
+    }
+}
+
+#[async_trait::async_trait]
+impl tinymemory::api::provider::MemoryRecall for LyingProvider {
+    async fn recall(
+        &self,
+        query: &str,
+        limit: usize,
+        opts: &tinymemory::recall::OwnedRecallOpts,
+        scope: Option<&tinymemory::api::provider::SourceScope>,
+    ) -> Result<Vec<tinymemory::types::MemoryEntry>, tinymemory::error::MemoryError> {
+        self.0.recall(query, limit, opts, scope).await
+    }
+}
+
+#[async_trait::async_trait]
+impl tinymemory::api::provider::MemoryPortability for LyingProvider {
+    async fn export_page(
+        &self,
+        cursor: Option<&str>,
+        limit: usize,
+    ) -> Result<tinymemory::api::provider::ExportPage, tinymemory::error::MemoryError> {
+        self.0.export_page(cursor, limit).await
+    }
+    async fn import_records(
+        &self,
+        records: Vec<tinymemory::api::provider::ExportRecord>,
+    ) -> Result<tinymemory::api::provider::ImportOutcome, tinymemory::error::MemoryError> {
+        self.0.import_records(records).await
+    }
+}
+
+#[async_trait::async_trait]
+impl MemoryProvider for LyingProvider {
+    fn driver_id(&self) -> &'static str {
+        "liar"
+    }
+
+    fn capabilities(&self) -> Capabilities {
+        // Claims a summary tree it has no accessor for.
+        Capabilities::mandatory().with(Capability::Tree)
+    }
+
+    async fn health(&self) -> MemoryHealth {
+        MemoryHealth::Ready
+    }
+
+    // `as_tree` deliberately left at its `None` default.
+}
+
+#[test]
+fn a_driver_that_advertises_a_family_it_cannot_serve_fails_the_audit() {
+    let liar = LyingProvider::default();
+    let audit = audit_provider(&liar).expect_err("the audit must catch an overstated capability");
+    assert!(
+        audit.advertised_but_absent.contains(&Capability::Tree),
+        "the audit should name the family: {audit:?}"
+    );
+    assert!(
+        audit.present_but_unadvertised.is_empty(),
+        "nothing was under-advertised here: {audit:?}"
+    );
+}
+
+#[test]
+fn the_audit_failure_renders_something_an_operator_can_act_on() {
+    let audit = audit_provider(&LyingProvider::default())
+        .expect_err("the audit must fail")
+        .to_string();
+    assert!(
+        audit.contains("tree"),
+        "the message should name the family: {audit}"
+    );
+}
+
+/// Compile-time proof that `as_tree` returning `Some` is what "reachable"
+/// means, so the audit is checking the accessor and not a second declaration.
+#[test]
+fn reachability_is_the_accessor_not_a_second_declaration() {
+    let provider = InMemoryProvider::new();
+    let tree: Option<&dyn MemoryTree> = provider.as_tree();
+    assert!(tree.is_none());
+}
diff --git a/tests/driver_selection.rs b/tests/driver_selection.rs
new file mode 100644
index 0000000..d73e8cc
--- /dev/null
+++ b/tests/driver_selection.rs
@@ -0,0 +1,161 @@
+//! Driver admission: which ids exist, what class each binds as, and what is
+//! refused.
+//!
+//! Exercises only the public surface of the `tinymemory` facade.
+//!
+//! # Scope note
+//!
+//! Issue #18 §E3 describes this file as also asserting that "the bound
+//! provider's `driver_id()` matches" the configured id. That step needs
+//! `MemoryHostConfig::memory_provider()` to actually select an engine, which is
+//! §A5 and does not exist yet — `create_memory_client_with_local_ai` still
+//! constructs TinyCortex unconditionally. The issue's own sequencing says to
+//! write these tests "against the *current* behaviour first", so this file
+//! pins what admission does today. The binding half joins it when §A5 lands,
+//! and this file is where it goes.
+
+// A failing assertion in a test *is* a panic; the crate-wide `expect_used` /
+// `unwrap_used` / `panic` lints exist to keep the library from panicking, not
+// the tests. Same allowance, and same reasoning, as `src/registry/test.rs`.
+#![allow(clippy::expect_used, clippy::unwrap_used, clippy::panic)]
+
+use tinymemory::registry::{
+    ConfigLabels, DriverClass, DriverEntry, DriverRegistry, COGNEE_DRIVER_ID, MEM0_DRIVER_ID,
+    SUPERMEMORY_DRIVER_ID, TINYCORTEX_DRIVER_ID, TRUSTED,
+};
+
+fn labels() -> ConfigLabels<'static> {
+    ConfigLabels {
+        section: "[memory]",
+        drivers: "[memory.drivers]",
+        driver_entry: "[memory.drivers.<id>]",
+    }
+}
+
+fn trusted_external() -> DriverEntry<'static> {
+    DriverEntry {
+        class: None,
+        trust_state: TRUSTED,
+    }
+}
+
+#[test]
+fn a_reserved_embedded_id_is_admitted_without_any_config_entry() {
+    // The embedded default's options live in the host's own config blocks, so
+    // it must not require a `drivers` entry to be selectable at all.
+    let admission = DriverRegistry::builtin()
+        .admit(TINYCORTEX_DRIVER_ID, None, labels())
+        .expect("the built-in embedded engine is admitted");
+    assert_eq!(admission.id, TINYCORTEX_DRIVER_ID);
+    assert_eq!(admission.class, DriverClass::Embedded);
+}
+
+#[test]
+fn the_null_driver_is_admitted_and_is_class_null() {
+    let admission = DriverRegistry::builtin()
+        .admit(tinymemory::registry::NULL_DRIVER_ID, None, labels())
+        .expect("the null driver is admitted");
+    assert_eq!(admission.class, DriverClass::Null);
+}
+
+#[test]
+fn every_reserved_external_id_resolves_to_the_external_class() {
+    let registry = DriverRegistry::builtin();
+    for id in [SUPERMEMORY_DRIVER_ID, MEM0_DRIVER_ID, COGNEE_DRIVER_ID] {
+        let admission = registry
+            .admit(id, Some(trusted_external()), labels())
+            .unwrap_or_else(|reason| panic!("{id} was refused: {}", reason.reason));
+        assert_eq!(admission.class, DriverClass::External, "{id}");
+        assert_eq!(admission.id, id);
+    }
+}
+
+#[test]
+fn an_external_driver_without_an_entry_is_refused_fail_closed() {
+    // The fail-closed half: an external engine needs endpoint, credential and
+    // trust configuration, so admitting it implicitly would bind an
+    // out-of-process backend nobody configured.
+    let reason = DriverRegistry::builtin()
+        .admit(SUPERMEMORY_DRIVER_ID, None, labels())
+        .expect_err("an external driver with no entry must be refused");
+    assert_eq!(reason.configured_driver, SUPERMEMORY_DRIVER_ID);
+    assert!(
+        reason.reason.contains("external"),
+        "the refusal should say why: {}",
+        reason.reason
+    );
+}
+
+#[test]
+fn an_untrusted_external_driver_is_refused_even_with_an_entry() {
+    let entry = DriverEntry {
+        class: None,
+        trust_state: "untrusted",
+    };
+    let reason = DriverRegistry::builtin()
+        .admit(SUPERMEMORY_DRIVER_ID, Some(entry), labels())
+        .expect_err("trust must be raised explicitly before an external bind");
+    assert!(
+        reason.reason.contains(TRUSTED),
+        "the refusal should name the value to set: {}",
+        reason.reason
+    );
+}
+
+#[test]
+fn a_reserved_id_cannot_have_its_class_overridden_by_config() {
+    // A reserved id names a fixed implementation. An explicit `class` line may
+    // confirm it but never override it — otherwise config could run the
+    // embedded engine under the checks meant for an external one.
+    let entry = DriverEntry {
+        class: Some("external"),
+        trust_state: TRUSTED,
+    };
+    let reason = DriverRegistry::builtin()
+        .admit(TINYCORTEX_DRIVER_ID, Some(entry), labels())
+        .expect_err("a reserved id's class must not be overridable");
+    assert!(
+        reason.reason.contains("built in"),
+        "the refusal should explain why: {}",
+        reason.reason
+    );
+}
+
+#[test]
+fn an_unknown_driver_id_is_refused_rather_than_defaulted() {
+    let reason = DriverRegistry::builtin()
+        .admit("not-an-engine", None, labels())
+        .expect_err("an unreserved id with no entry must be refused");
+    assert_eq!(reason.configured_driver, "not-an-engine");
+}
+
+#[test]
+fn an_empty_driver_id_is_refused() {
+    let reason = DriverRegistry::builtin()
+        .admit("   ", None, labels())
+        .expect_err("a blank driver id must be refused");
+    assert!(
+        reason.reason.contains("empty"),
+        "the refusal should name the problem: {}",
+        reason.reason
+    );
+}
+
+#[test]
+fn a_config_class_typo_is_echoed_back_to_the_operator() {
+    // The offending value comes from the host's own config file, not from a
+    // driver or the network, so echoing it discloses nothing the reader did not
+    // write — and without it the message cannot point at the line to fix.
+    let entry = DriverEntry {
+        class: Some("embeded"),
+        trust_state: TRUSTED,
+    };
+    let reason = DriverRegistry::builtin()
+        .admit("some-driver", Some(entry), labels())
+        .expect_err("an unparseable class must be refused");
+    assert!(
+        reason.reason.contains("embeded"),
+        "the refusal should quote the typo: {}",
+        reason.reason
+    );
+}
diff --git a/tests/null_provider.rs b/tests/null_provider.rs
new file mode 100644
index 0000000..83e3a8c
--- /dev/null
+++ b/tests/null_provider.rs
@@ -0,0 +1,117 @@
+//! The `null` driver: the configuration a compiled-out or unconfigured memory
+//! subsystem binds to.
+//!
+//! It has to be genuinely usable, not a placeholder that panics. A host whose
+//! memory is switched off still calls the ports, and the difference between
+//! "returns empty" and "aborts the process" is the difference between a
+//! degraded deployment and an outage.
+
+// A failing assertion in a test *is* a panic; the crate-wide `expect_used` /
+// `unwrap_used` / `panic` lints exist to keep the library from panicking, not
+// the tests. Same allowance, and same reasoning, as `src/registry/test.rs`.
+#![allow(clippy::expect_used, clippy::unwrap_used, clippy::panic)]
+
+use std::sync::Arc;
+
+use tinymemory::api::capabilities::{Capabilities, Capability};
+use tinymemory::api::null::{NullMemoryProvider, NULL_DRIVER_ID};
+use tinymemory::api::provider::{audit_provider, MemoryProvider};
+use tinymemory::types::{MemoryCategory, MemoryTaint};
+
+const NS: &str = "null-provider";
+
+#[test]
+fn it_identifies_itself_and_passes_its_own_audit() {
+    let provider = NullMemoryProvider::new();
+    assert_eq!(provider.driver_id(), NULL_DRIVER_ID);
+    assert!(audit_provider(&provider).is_ok());
+    assert_eq!(provider.capabilities(), Capabilities::mandatory());
+}
+
+#[tokio::test]
+async fn every_mandatory_method_answers_rather_than_panicking() {
+    let provider: Arc<dyn MemoryProvider> = Arc::new(NullMemoryProvider::new());
+
+    provider
+        .store(
+            NS,
+            "k",
+            "v",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::Internal,
+        )
+        .await
+        .expect("store is accepted and discarded, not refused");
+    assert!(provider.get(NS, "k").await.expect("get answers").is_none());
+    assert!(!provider.forget(NS, "k").await.expect("forget answers"));
+    assert!(provider
+        .list(None, None, None)
+        .await
+        .expect("list answers")
+        .is_empty());
+    assert!(provider
+        .namespaces()
+        .await
+        .expect("namespaces answers")
+        .is_empty());
+
+    let opts = tinymemory::recall::OwnedRecallOpts::default();
+    assert!(provider
+        .recall("anything", 10, &opts, None)
+        .await
+        .expect("recall answers")
+        .is_empty());
+
+    let page = provider
+        .export_page(None, 10)
+        .await
+        .expect("export answers");
+    assert!(page.records.is_empty());
+    assert!(page.next_cursor.is_none(), "an empty export must terminate");
+
+    let outcome = provider
+        .import_records(Vec::new())
+        .await
+        .expect("import answers");
+    assert_eq!(outcome.imported, 0);
+    assert_eq!(outcome.failed, 0);
+}
+
+#[tokio::test]
+async fn it_is_healthy_rather_than_reporting_a_fault() {
+    // "Memory is switched off" is a configuration, not a failure. Reporting
+    // unhealthy would make an intentional deployment look like a broken one.
+    let provider = NullMemoryProvider::new();
+    assert_eq!(
+        provider.health().await,
+        tinymemory::health::MemoryHealth::Ready
+    );
+}
+
+#[test]
+fn no_optional_family_is_reachable_and_none_is_advertised() {
+    let provider = NullMemoryProvider::new();
+    for capability in Capability::ALL {
+        if Capability::MANDATORY.contains(&capability) {
+            continue;
+        }
+        assert!(
+            !provider.provides(capability),
+            "`{}` must not be reachable on the null driver",
+            capability.as_str()
+        );
+        assert!(
+            !provider.capabilities().contains(capability),
+            "`{}` must not be advertised on the null driver",
+            capability.as_str()
+        );
+    }
+}
+
+#[tokio::test]
+async fn it_conforms_to_the_behavioural_suite() {
+    // The contract-shape half of the suite applies to a discard driver exactly
+    // as it does to a retaining one; the suite skips only the storage half.
+    tinymemory_conformance::assert_provider(Arc::new(NullMemoryProvider::new())).await;
+}
diff --git a/tests/taint_end_to_end.rs b/tests/taint_end_to_end.rs
new file mode 100644
index 0000000..1841fb4
--- /dev/null
+++ b/tests/taint_end_to_end.rs
@@ -0,0 +1,208 @@
+//! Provenance, end to end through the public surface.
+//!
+//! `MemoryTaint` decides whether downstream policy treats content as something
+//! the user authored or as something that arrived from outside. A driver that
+//! loses it does not fail loudly — it silently reclassifies external content as
+//! internal-trust, and every gate keyed on taint is then wrong about everything
+//! that passed through.
+//!
+//! # Scope note
+//!
+//! Issue #18 §E3 describes this file as asserting that "external content stored
+//! through the **sync path** arrives with `ExternalSync` at every engine". The
+//! sync layer is welded to the engine today (§1.4) and its rewrite onto the
+//! memory API is §B, so there is no engine-neutral sync path to drive yet.
+//!
+//! What is assertable now is the seam sync will hand to: taint through store,
+//! read-back, list, recall, and the export/import round trip. When §B lands,
+//! the sync leg is added here rather than in a new file.
+
+// A failing assertion in a test *is* a panic; the crate-wide `expect_used` /
+// `unwrap_used` / `panic` lints exist to keep the library from panicking, not
+// the tests. Same allowance, and same reasoning, as `src/registry/test.rs`.
+#![allow(clippy::expect_used, clippy::unwrap_used, clippy::panic)]
+
+use std::sync::Arc;
+
+use tinymemory::api::null::NullMemoryProvider;
+use tinymemory::api::provider::{MemoryCore, MemoryPortability, MemoryProvider, MemoryRecall};
+use tinymemory::types::{MemoryCategory, MemoryTaint};
+use tinymemory_conformance::InMemoryProvider;
+
+const NS: &str = "taint-e2e";
+
+/// Every driver this workspace ships, so the assertion is "at every engine"
+/// rather than "at the one we happened to test".
+fn drivers() -> Vec<Arc<dyn MemoryProvider>> {
+    vec![
+        Arc::new(InMemoryProvider::new()),
+        Arc::new(NullMemoryProvider::new()),
+    ]
+}
+
+#[tokio::test]
+async fn external_content_reads_back_as_external_at_every_driver() {
+    for provider in drivers() {
+        let who = provider.driver_id();
+        provider
+            .store(
+                NS,
+                "from-the-web",
+                "scraped from a page",
+                MemoryCategory::Conversation,
+                None,
+                MemoryTaint::ExternalSync,
+            )
+            .await
+            .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+
+        // A driver that retains nothing has nothing to reclassify; one that
+        // retains must hand back what it was given.
+        if let Some(entry) = provider.get(NS, "from-the-web").await.unwrap_or(None) {
+            assert_eq!(
+                entry.taint,
+                MemoryTaint::ExternalSync,
+                "{who}: external content was laundered into internal-trust content"
+            );
+        }
+        let _ = provider.forget(NS, "from-the-web").await;
+    }
+}
+
+#[tokio::test]
+async fn internal_content_is_not_marked_external_by_accident() {
+    // The inverse error is just as bad in the other direction: over-marking
+    // makes the gate refuse the company's own material.
+    for provider in drivers() {
+        let who = provider.driver_id();
+        provider
+            .store(
+                NS,
+                "our-own",
+                "we decided this",
+                MemoryCategory::Core,
+                None,
+                MemoryTaint::Internal,
+            )
+            .await
+            .unwrap_or_else(|e| panic!("{who}: store failed: {e}"));
+        if let Some(entry) = provider.get(NS, "our-own").await.unwrap_or(None) {
+            assert_eq!(
+                entry.taint,
+                MemoryTaint::Internal,
+                "{who}: internal content was over-marked"
+            );
+        }
+        let _ = provider.forget(NS, "our-own").await;
+    }
+}
+
+#[tokio::test]
+async fn taint_survives_list_and_recall_not_just_get() {
+    // `get` is the easy path. A driver that rebuilds entries on the list and
+    // recall paths can drop provenance on exactly those, which is where a
+    // policy gate actually reads it.
+    let provider = InMemoryProvider::new();
+    provider
+        .store(
+            NS,
+            "k",
+            "needle from outside",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::ExternalSync,
+        )
+        .await
+        .expect("store");
+
+    let listed = provider.list(Some(NS), None, None).await.expect("list");
+    assert_eq!(listed.len(), 1);
+    assert_eq!(
+        listed[0].taint,
+        MemoryTaint::ExternalSync,
+        "list dropped provenance"
+    );
+
+    let opts = tinymemory::recall::OwnedRecallOpts {
+        namespace: Some(NS.to_string()),
+        ..Default::default()
+    };
+    let hits = provider
+        .recall("needle", 10, &opts, None)
+        .await
+        .expect("recall");
+    assert_eq!(hits.len(), 1);
+    assert_eq!(
+        hits[0].taint,
+        MemoryTaint::ExternalSync,
+        "recall dropped provenance"
+    );
+}
+
+#[tokio::test]
+async fn taint_survives_export_and_re_import() {
+    // The migration case. An export that drops taint, or an import that
+    // re-stamps it, turns every restored external record into internal-trust
+    // content — and a restore is exactly when nobody is watching.
+    let provider = InMemoryProvider::new();
+    provider
+        .store(
+            NS,
+            "moved",
+            "carried across",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::ExternalSync,
+        )
+        .await
+        .expect("store");
+
+    let page = provider.export_page(None, 64).await.expect("export");
+    let record = page
+        .records
+        .iter()
+        .find(|r| r.namespace.as_deref() == Some(NS))
+        .expect("the stored record was exported");
+    assert_eq!(
+        record.taint,
+        MemoryTaint::ExternalSync,
+        "export dropped provenance"
+    );
+
+    let fresh = InMemoryProvider::new();
+    let outcome = fresh
+        .import_records(vec![record.clone()])
+        .await
+        .expect("import");
+    assert_eq!(outcome.imported, 1);
+    assert_eq!(outcome.failed, 0, "{:?}", outcome.errors);
+
+    let restored = fresh
+        .get(NS, "moved")
+        .await
+        .expect("get")
+        .expect("restored");
+    assert_eq!(
+        restored.taint,
+        MemoryTaint::ExternalSync,
+        "import re-stamped provenance instead of persisting what it was given"
+    );
+}
+
+#[test]
+fn unknown_persisted_taint_values_fail_closed() {
+    // A corrupt or future column value must read as the *more* restrictive
+    // state. Failing open here would let an unrecognised row be treated as
+    // user-authored, which is the one direction that cannot be undone.
+    assert_eq!(MemoryTaint::from_db_str(""), MemoryTaint::ExternalSync);
+    assert_eq!(
+        MemoryTaint::from_db_str("future-value"),
+        MemoryTaint::ExternalSync
+    );
+    assert_eq!(
+        MemoryTaint::from_db_str("INTERNAL"),
+        MemoryTaint::ExternalSync
+    );
+    // Only the exact known spelling reads as internal.
+    assert_eq!(MemoryTaint::from_db_str("internal"), MemoryTaint::Internal);
+}

From 26629c62ffea545a006a7a9d550bac3903629de5 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 16:15:13 +0530
Subject: [PATCH 06/11] Lift the optional capability families into the
 TinyCortex adapter
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Issue #18 §C3. The adapter advertised Core, Recall and Portability and nothing
else, which is the reason anything wanting a summary tree, entities, or a diff
ledger reached past the contract to the engine directly — the families existed,
but not through `MemoryProvider`. `crates/tinymemory-module` had grown all of
them, because it needed them and nowhere else had them.

They were never module-specific. Every one delegates to `tinymemory-core` on a
blocking thread, and the two types they hold — `MemoryClient` and the host
config — are core and contract types respectively. So the whole
`ModuleMemoryProvider` moves down to `tinymemory-tinycortex` as
`engine::TinycortexProvider`, and the module crate keeps only the thing that
genuinely is its own: turning a `ModuleConfig` into the engine's runtime
configuration. Its `provider.rs` goes from 2189 lines to 38.

Nineteen family implementations move: documents, ingest, graph, goals,
tool-memory, tree, entities, diff, sources, maintenance, people, chunks,
retrieval, profile, and episodic, alongside the mandatory three.

The diff family gets a `memory-git` feature rather than riding along
unconditionally. It is what drags `git2` / `libgit2-sys` / `libz-sys` — a native
build — into the graph, and this adapter had no such dependency before today;
making it unconditional would hand every consumer a libgit2 build they never
asked for. `cargo tree --no-default-features` confirms none is linked.

The gate reaches `capabilities()`, not just the accessor. A build without
`memory-git` neither advertises nor reaches `Diff`, so `audit_provider` still
passes — which is the whole reason that audit exists. That rule is extracted as
`engine::advertised_capabilities` so it can be tested directly: constructing a
provider needs a `MemoryClient`, which needs the host's process-global seams
installed, and a test that installs a process global is order-dependent.

The new module is `engine`, not `provider`: the crate already has a `provider`
function returning the mandatory-only driver, and both are worth keeping — a
host with no workspace, config, or client still has the lighter one.

Refs #18 (§C3)
---
 Cargo.lock                                  |    6 +
 adapters/tinycortex/Cargo.toml              |   35 +
 adapters/tinycortex/src/engine/mod.rs       | 2236 +++++++++++++++++++
 adapters/tinycortex/src/engine/test.rs      |   54 +
 adapters/tinycortex/src/lib.rs              |   40 +-
 crates/tinymemory-module/Cargo.lock         |    7 +
 crates/tinymemory-module/Cargo.toml         |    2 +-
 crates/tinymemory-module/src/lib.rs         |    2 +-
 crates/tinymemory-module/src/provider.rs    | 2180 +-----------------
 crates/tinymemory-module/src/service/mod.rs |    2 +-
 10 files changed, 2384 insertions(+), 2180 deletions(-)
 create mode 100644 adapters/tinycortex/src/engine/mod.rs
 create mode 100644 adapters/tinycortex/src/engine/test.rs

diff --git a/Cargo.lock b/Cargo.lock
index b14eeb0..8b1112e 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1895,10 +1895,16 @@ version = "0.1.0"
 dependencies = [
  "anyhow",
  "async-trait",
+ "chrono",
+ "log",
+ "serde",
+ "serde_json",
  "tinycortex",
  "tinymemory",
  "tinymemory-api",
+ "tinymemory-core",
  "tokio",
+ "uuid",
 ]
 
 [[package]]
diff --git a/adapters/tinycortex/Cargo.toml b/adapters/tinycortex/Cargo.toml
index 01bf042..57f28a1 100644
--- a/adapters/tinycortex/Cargo.toml
+++ b/adapters/tinycortex/Cargo.toml
@@ -22,6 +22,28 @@ tinymemory-api = { path = "../../api" }
 # would defeat that and give a host two TinyCortex crates with two incompatible
 # `Memory` traits.
 tinycortex = { version = "0.1", default-features = false }
+# The optional capability families lifted here in issue #18 §C3 delegate to
+# `tinymemory-core` on a blocking thread — that is where the summary tree,
+# chunk store, entities, graph and diff ledger actually live. Depending on it
+# makes this adapter heavier than the mandatory-only version it replaces; §D
+# feature-gates that weight once §A3 has removed the direct engine call sites
+# core still has.
+tinymemory-core = { path = "../../core" }
+# `spawn_blocking`: every family method runs synchronous engine work off the
+# async executor rather than blocking it.
+tokio = { version = "1", features = ["rt"] }
+# Timestamps on ingest and diff records.
+chrono = { version = "0.4", features = ["serde"] }
+# The provider crosses a few value types by round-tripping them through JSON
+# where the engine and the contract describe the same shape under two names —
+# the duplication issue #18 §A1 exists to delete.
+serde = { version = "1", features = ["derive"] }
+serde_json = "1"
+# Person ids are UUIDs on the engine side.
+uuid = { version = "1", features = ["v4"] }
+# The engine reports a failed profile write through the `log` facade rather
+# than returning it, so the host can decide what to do about it.
+log = "0.4"
 
 # `Memory` is an object-safe async trait.
 async-trait = "0.1"
@@ -43,3 +65,16 @@ unwrap_used = "warn"
 expect_used = "warn"
 panic = "warn"
 missing_errors_doc = "warn"
+
+[features]
+default = []
+# Git-backed diff snapshots, forwarded to `tinymemory-core`'s own gate. Off by
+# default because it is what drags `git2` / `libgit2-sys` / `libz-sys` — a
+# native build — into the graph. This adapter had no such dependency before
+# issue #18 §C3 lifted the diff family here, and making it unconditional would
+# hand every consumer a libgit2 build they never asked for.
+#
+# The gate reaches `capabilities()`: with the feature off the `Diff` family is
+# neither advertised nor reachable, so `audit_provider` still passes. Advertising
+# a family the build cannot serve is exactly what that audit exists to catch.
+memory-git = ["tinymemory-core/memory-git"]
diff --git a/adapters/tinycortex/src/engine/mod.rs b/adapters/tinycortex/src/engine/mod.rs
new file mode 100644
index 0000000..ebfe0eb
--- /dev/null
+++ b/adapters/tinycortex/src/engine/mod.rs
@@ -0,0 +1,2236 @@
+//! The full TinyCortex provider: every capability family the engine can serve.
+//!
+//! `MemoryTraitProvider` composes the three mandatory families over the
+//! `Memory` storage trait and stops there, which is honest but is also why
+//! anything wanting a summary tree, entities, or a diff ledger had to reach
+//! past the contract to the engine directly. This module closes that gap: the
+//! optional families are implemented here, against the contract, so a host
+//! filtering its surface from a negotiated capability set gets the whole engine
+//! rather than a third of it.
+//!
+//! Lifted wholesale from `crates/tinymemory-module` (issue #18 §C3), which had
+//! grown these implementations because it needed them and nowhere else had
+//! them. They were never module-specific — every one delegates to
+//! `tinymemory-core` on a blocking thread — so the module crate keeps only its
+//! bus transport and the conversion from its own config.
+
+use std::collections::HashSet;
+use std::path::PathBuf;
+use std::sync::Arc;
+
+use crate::TinycortexMemory;
+use async_trait::async_trait;
+use chrono::Utc;
+use tinymemory::mandatory::MemoryTraitProvider;
+use tinymemory_api::capabilities::Capabilities;
+use tinymemory_api::chunks::Chunk;
+use tinymemory_api::error::MemoryError;
+use tinymemory_api::goals::GoalsDoc;
+use tinymemory_api::health::MemoryHealth;
+use tinymemory_api::host::{
+    CloudProviderCreds, ComposioMode, LocalAiConfig, MemoryConfig, MemoryHostConfig,
+    MemoryTreeConfig, SchedulerGateConfig,
+};
+use tinymemory_api::provider::types::{
+    EntityHit, EntityRef, ExportPage, ExportRecord, ImportOutcome, IngestItem, IngestOutcome,
+    MaintenanceReport, SourceItem, SourceScope,
+};
+// Diff-family value types, used only by the `MemoryDiff` impl below — which is
+// compiled out without the git-backed snapshot store.
+#[cfg(feature = "memory-git")]
+use tinymemory_api::provider::types::{ChangeKind, DiffReport, SnapshotRef, SourceChange};
+use tinymemory_api::provider::{
+    AddressBookSeedOutcome, ChunkDetail, ChunkEmbedding, ChunkQuery, ConversationSegment,
+    CoverWindowQuery, EntityMatch, EpisodicTurn, FacetType, FastRetrieveQuery, MemoryChunks,
+    MemoryCore, MemoryDiff, MemoryDocuments, MemoryEntities, MemoryEpisodic, MemoryGoals,
+    MemoryGraph, MemoryIngest, MemoryMaintenance, MemoryPeople, MemoryPortability, MemoryProfile,
+    MemoryProvider, MemoryRecall, MemoryRetrieval, MemorySourceSink, MemoryToolMemory, MemoryTree,
+    PersonHandle, PersonInteraction, PersonRecord, PersonScore, ProfileFacet, RankedPerson,
+    ResolvedPerson, RetrievalHit, RetrievalResponse, SourceRetrievalQuery, UserState,
+};
+use tinymemory_api::recall::OwnedRecallOpts;
+use tinymemory_api::tool_memory::ToolMemoryRule;
+use tinymemory_api::tree::{IngestRequest, QueryResult, TreeStatus};
+use tinymemory_api::types::{
+    GraphRelationRecord, MemoryCategory, MemoryEntry, MemoryKvRecord, MemoryTaint,
+    NamespaceDocumentInput, NamespaceMemoryHit, NamespaceRetrievalContext, NamespaceSummary,
+    StoredMemoryDocument,
+};
+use tinymemory_core::store::{MemoryClient, MemoryClientRef};
+
+/// The concrete, credential-free host configuration available inside a module.
+#[derive(Debug, Clone)]
+pub struct EngineRuntimeConfig {
+    /// Root of the memory workspace on disk.
+    pub workspace_dir: PathBuf,
+    /// The `config.toml` inside [`Self::workspace_dir`].
+    pub config_path: PathBuf,
+    /// Memory engine settings.
+    pub memory: MemoryConfig,
+    /// Summary-tree settings.
+    pub memory_tree: MemoryTreeConfig,
+    /// Whether background work may run, and under what budget.
+    pub scheduler_gate: SchedulerGateConfig,
+    /// Local inference settings.
+    pub local_ai: LocalAiConfig,
+    /// Embeddings provider id, when one is configured.
+    pub embeddings_provider: Option<String>,
+    /// Memory driver id, when the host names one.
+    pub memory_provider: Option<String>,
+    /// Default chat model id, when one is configured.
+    pub default_model: Option<String>,
+    /// Default sampling temperature.
+    pub default_temperature: f64,
+    /// Preferred output language, when the host sets one.
+    pub output_language: Option<String>,
+    /// Opaque source configuration, passed through verbatim.
+    pub memory_sources: serde_json::Value,
+}
+
+#[async_trait]
+impl MemoryHostConfig for EngineRuntimeConfig {
+    fn workspace_dir(&self) -> &PathBuf {
+        &self.workspace_dir
+    }
+    fn config_path(&self) -> &PathBuf {
+        &self.config_path
+    }
+    fn memory_tree_content_root(&self) -> PathBuf {
+        self.memory_tree
+            .content_dir
+            .clone()
+            .unwrap_or_else(|| self.workspace_dir.join("memory_tree/content"))
+    }
+    fn memory(&self) -> &MemoryConfig {
+        &self.memory
+    }
+    fn memory_tree(&self) -> &MemoryTreeConfig {
+        &self.memory_tree
+    }
+    fn scheduler_gate(&self) -> &SchedulerGateConfig {
+        &self.scheduler_gate
+    }
+    fn local_ai(&self) -> &LocalAiConfig {
+        &self.local_ai
+    }
+    fn cloud_providers(&self) -> &Vec<CloudProviderCreds> {
+        static NONE: Vec<CloudProviderCreds> = Vec::new();
+        &NONE
+    }
+    fn embeddings_provider(&self) -> Option<&str> {
+        self.embeddings_provider.as_deref()
+    }
+    fn memory_provider(&self) -> Option<&str> {
+        self.memory_provider.as_deref()
+    }
+    fn workload_local_model(&self, workload: &str) -> Option<String> {
+        let route = match workload {
+            "memory" => self.memory_provider.as_deref(),
+            "embeddings" => self.embeddings_provider.as_deref(),
+            _ => None,
+        }?;
+        route
+            .strip_prefix("ollama:")
+            .map(str::trim)
+            .filter(|value| !value.is_empty())
+            .map(str::to_string)
+    }
+    fn as_any(&self) -> &dyn std::any::Any {
+        self
+    }
+    fn to_arc(&self) -> Arc<dyn MemoryHostConfig> {
+        Arc::new(self.clone())
+    }
+    fn api_url(&self) -> Option<&str> {
+        None
+    }
+    fn effective_backend_api_url(&self) -> String {
+        String::new()
+    }
+    fn session_token(&self) -> Result<Option<String>, String> {
+        Ok(None)
+    }
+    fn default_model(&self) -> Option<&str> {
+        self.default_model.as_deref()
+    }
+    fn default_temperature(&self) -> f64 {
+        self.default_temperature
+    }
+    fn output_language(&self) -> Option<&str> {
+        self.output_language.as_deref()
+    }
+    fn memory_sync_interval_secs(&self) -> Option<u64> {
+        Some(0)
+    }
+    fn onboarding_completed(&self) -> bool {
+        true
+    }
+    fn secrets_encrypt(&self) -> bool {
+        false
+    }
+    fn composio(&self) -> ComposioMode {
+        ComposioMode::default()
+    }
+    fn memory_sources_json(&self) -> anyhow::Result<serde_json::Value> {
+        Ok(self.memory_sources.clone())
+    }
+    fn set_memory_sources_json(&mut self, value: serde_json::Value) -> anyhow::Result<()> {
+        self.memory_sources = value;
+        Ok(())
+    }
+    fn composio_source_caps_migration_version(&self) -> u32 {
+        0
+    }
+    fn set_composio_source_caps_migration_version(&mut self, _version: u32) {}
+    fn apply_env_overrides(&mut self) {}
+    async fn save(&self) -> anyhow::Result<()> {
+        Ok(())
+    }
+}
+
+/// The module-owned implementation of every TinyMemory capability family.
+pub struct TinycortexProvider {
+    driver_id: String,
+    mandatory: MemoryTraitProvider,
+    client: MemoryClientRef,
+    config: EngineRuntimeConfig,
+}
+
+impl TinycortexProvider {
+    /// Binds the engine as a provider.
+    ///
+    /// `driver_id` is the id the host admitted this driver under, not something
+    /// the adapter chooses — see the class note in `tinymemory::registry`.
+    pub fn new(driver_id: String, config: EngineRuntimeConfig, client: Arc<MemoryClient>) -> Self {
+        let memory = client.memory_handle();
+        let mandatory =
+            MemoryTraitProvider::new(Arc::new(TinycortexMemory::new(memory)), driver_id.clone());
+        Self {
+            driver_id,
+            mandatory,
+            client,
+            config,
+        }
+    }
+
+    fn other(context: &'static str, error: impl std::fmt::Display) -> MemoryError {
+        MemoryError::Other(anyhow::anyhow!("{context}: {error}"))
+    }
+
+    fn cross<A: serde::Serialize, B: serde::de::DeserializeOwned>(
+        value: &A,
+        context: &'static str,
+    ) -> Result<B, MemoryError> {
+        let value = serde_json::to_value(value).map_err(|error| Self::other(context, error))?;
+        serde_json::from_value(value).map_err(|error| Self::other(context, error))
+    }
+}
+
+fn validate_ingest_item(item: &IngestItem) -> Result<(), MemoryError> {
+    if item.taint != MemoryTaint::default() {
+        return Err(MemoryError::Invalid(
+            "ingest cannot preserve a non-default taint in the chunk tier".to_string(),
+        ));
+    }
+    if item.content.trim().is_empty() {
+        return Err(MemoryError::Invalid(
+            "ingest content must not be empty".to_string(),
+        ));
+    }
+    if let Some(mime) = item.mime.as_deref() {
+        let mime = mime.trim().to_ascii_lowercase();
+        let base = mime.split(';').next().unwrap_or("").trim();
+        if !(base.starts_with("text/")
+            || base.ends_with("+json")
+            || base.ends_with("+xml")
+            || matches!(
+                base,
+                "application/json" | "application/xml" | "application/x-ndjson"
+            ))
+        {
+            return Err(MemoryError::Invalid(format!(
+                "unsupported MIME '{mime}': ingest accepts decoded text only"
+            )));
+        }
+    }
+    Ok(())
+}
+
+async fn blocking<T, F>(
+    config: EngineRuntimeConfig,
+    context: &'static str,
+    run: F,
+) -> Result<T, MemoryError>
+where
+    T: Send + 'static,
+    F: FnOnce(&EngineRuntimeConfig) -> anyhow::Result<T> + Send + 'static,
+{
+    tokio::task::spawn_blocking(move || run(&config))
+        .await
+        .map_err(|error| TinycortexProvider::other(context, error))?
+        .map_err(|error| TinycortexProvider::other(context, error))
+}
+
+/// The capability families this build can actually serve.
+///
+/// A free function rather than only a method because it is the rule that has to
+/// stay true, and it is testable on its own — constructing a provider requires
+/// a `MemoryClient`, which requires the host's process-global seams to be
+/// installed, and a test that installs those is order-dependent.
+///
+/// The `Diff` family is compiled out without `memory-git`, so a build without
+/// it must not advertise `Diff`: `audit_provider` compares this set against the
+/// reachable `as_*` accessors, and a mismatch is the failure that audit exists
+/// to catch. The `#[cfg]` here and the one on [`MemoryProvider::as_diff`] are
+/// the same condition on purpose.
+#[must_use]
+pub fn advertised_capabilities() -> Capabilities {
+    #[cfg(feature = "memory-git")]
+    {
+        Capabilities::all()
+    }
+    #[cfg(not(feature = "memory-git"))]
+    {
+        Capabilities::all().without(tinymemory_api::capabilities::Capability::Diff)
+    }
+}
+
+#[async_trait]
+impl MemoryCore for TinycortexProvider {
+    async fn store(
+        &self,
+        namespace: &str,
+        key: &str,
+        content: &str,
+        category: MemoryCategory,
+        session_id: Option<&str>,
+        taint: MemoryTaint,
+    ) -> Result<(), MemoryError> {
+        self.mandatory
+            .store(namespace, key, content, category, session_id, taint)
+            .await
+    }
+    async fn get(&self, namespace: &str, key: &str) -> Result<Option<MemoryEntry>, MemoryError> {
+        self.mandatory.get(namespace, key).await
+    }
+    async fn forget(&self, namespace: &str, key: &str) -> Result<bool, MemoryError> {
+        self.mandatory.forget(namespace, key).await
+    }
+    async fn list(
+        &self,
+        namespace: Option<&str>,
+        category: Option<&MemoryCategory>,
+        session_id: Option<&str>,
+    ) -> Result<Vec<MemoryEntry>, MemoryError> {
+        self.mandatory.list(namespace, category, session_id).await
+    }
+    async fn namespaces(&self) -> Result<Vec<NamespaceSummary>, MemoryError> {
+        self.mandatory.namespaces().await
+    }
+}
+
+#[async_trait]
+impl MemoryRecall for TinycortexProvider {
+    async fn recall(
+        &self,
+        query: &str,
+        limit: usize,
+        opts: &OwnedRecallOpts,
+        scope: Option<&SourceScope>,
+    ) -> Result<Vec<MemoryEntry>, MemoryError> {
+        self.mandatory.recall(query, limit, opts, scope).await
+    }
+}
+
+#[async_trait]
+impl MemoryPortability for TinycortexProvider {
+    async fn export_page(
+        &self,
+        cursor: Option<&str>,
+        limit: usize,
+    ) -> Result<ExportPage, MemoryError> {
+        self.mandatory.export_page(cursor, limit).await
+    }
+    async fn import_records(
+        &self,
+        records: Vec<ExportRecord>,
+    ) -> Result<ImportOutcome, MemoryError> {
+        self.mandatory.import_records(records).await
+    }
+}
+
+#[async_trait]
+impl MemoryDocuments for TinycortexProvider {
+    async fn put_document(&self, input: NamespaceDocumentInput) -> Result<String, MemoryError> {
+        let input = Self::cross(&input, "convert document input")?;
+        self.client
+            .put_doc(input)
+            .await
+            .map_err(|error| Self::other("put_document", error))
+    }
+    async fn get_document(
+        &self,
+        namespace: &str,
+        key: &str,
+    ) -> Result<Option<StoredMemoryDocument>, MemoryError> {
+        let document = self
+            .client
+            .get_document(namespace, key)
+            .await
+            .map_err(|error| Self::other("get_document", error))?;
+        document
+            .map(|document| Self::cross(&document, "convert stored document"))
+            .transpose()
+    }
+
+    async fn list_documents(
+        &self,
+        namespace: Option<&str>,
+    ) -> Result<serde_json::Value, MemoryError> {
+        self.client
+            .list_documents(namespace)
+            .await
+            .map_err(|error| Self::other("list_documents", error))
+    }
+
+    async fn list_namespaces(&self) -> Result<Vec<String>, MemoryError> {
+        self.client
+            .list_namespaces()
+            .await
+            .map_err(|error| Self::other("list_namespaces", error))
+    }
+
+    async fn delete_document(
+        &self,
+        namespace: &str,
+        document_id: &str,
+    ) -> Result<serde_json::Value, MemoryError> {
+        self.client
+            .delete_document(namespace, document_id)
+            .await
+            .map_err(|error| Self::other("delete_document", error))
+    }
+
+    async fn clear_namespace(&self, namespace: &str) -> Result<(), MemoryError> {
+        self.client
+            .clear_namespace(namespace)
+            .await
+            .map_err(|error| Self::other("clear_namespace", error))
+    }
+    async fn query_documents(
+        &self,
+        namespace: &str,
+        query: &str,
+        limit: usize,
+    ) -> Result<NamespaceRetrievalContext, MemoryError> {
+        let limit = u32::try_from(limit).unwrap_or(u32::MAX);
+        let context = self
+            .client
+            .query_namespace_context_data(namespace, query, limit)
+            .await
+            .map_err(|error| Self::other("query_documents", error))?;
+        Self::cross(&context, "convert document query result")
+    }
+
+    async fn recall_documents(
+        &self,
+        namespace: &str,
+        limit: usize,
+    ) -> Result<NamespaceRetrievalContext, MemoryError> {
+        let limit = u32::try_from(limit).unwrap_or(u32::MAX);
+        let context = self
+            .client
+            .recall_namespace_context_data(namespace, limit)
+            .await
+            .map_err(|error| Self::other("recall_documents", error))?;
+        Self::cross(&context, "convert document recall result")
+    }
+}
+
+#[async_trait]
+impl MemoryIngest for TinycortexProvider {
+    async fn ingest_document(&self, item: IngestItem) -> Result<IngestOutcome, MemoryError> {
+        validate_ingest_item(&item)?;
+        let document = tinycortex::memory::ingest::canonicalize::document::DocumentInput {
+            provider: item.source.as_str().to_string(),
+            title: String::new(),
+            body: item.content,
+            modified_at: item.timestamp.unwrap_or_else(Utc::now),
+            source_ref: item.source_ref.map(|source_ref| source_ref.value),
+        };
+        let result = tinymemory_core::ingest_pipeline::ingest_document_with_scope(
+            &self.config,
+            &item.source_id,
+            &item.owner,
+            item.tags,
+            document,
+            item.path_scope,
+        )
+        .await
+        .map_err(|error| Self::other("ingest document", error))?;
+        Ok(IngestOutcome {
+            written: u32::try_from(result.chunks_written).unwrap_or(u32::MAX),
+            skipped: if result.already_ingested {
+                1
+            } else {
+                u32::try_from(result.chunks_dropped).unwrap_or(u32::MAX)
+            },
+            ids: result.chunk_ids,
+        })
+    }
+
+    async fn ingest_chat(&self, messages: Vec<IngestItem>) -> Result<IngestOutcome, MemoryError> {
+        let Some(first) = messages.first() else {
+            return Ok(IngestOutcome::default());
+        };
+        let source_id = first.source_id.clone();
+        let owner = first.owner.clone();
+        let tags = first.tags.clone();
+        let platform = first.source.as_str().to_string();
+        for item in &messages {
+            validate_ingest_item(item)?;
+            if item.source_id != source_id {
+                return Err(MemoryError::Invalid(
+                    "ingest_chat batches must contain one conversation".to_string(),
+                ));
+            }
+        }
+        let batch = tinycortex::memory::ingest::canonicalize::chat::ChatBatch {
+            platform,
+            channel_label: source_id.clone(),
+            messages: messages
+                .into_iter()
+                .map(
+                    |item| tinycortex::memory::ingest::canonicalize::chat::ChatMessage {
+                        author: item.owner,
+                        timestamp: item.timestamp.unwrap_or_else(Utc::now),
+                        text: item.content,
+                        source_ref: item.source_ref.map(|source_ref| source_ref.value),
+                    },
+                )
+                .collect(),
+        };
+        let result = tinymemory_core::ingest_pipeline::ingest_chat(
+            &self.config,
+            &source_id,
+            &owner,
+            tags,
+            batch,
+        )
+        .await
+        .map_err(|error| Self::other("ingest chat", error))?;
+        Ok(IngestOutcome {
+            written: u32::try_from(result.chunks_written).unwrap_or(u32::MAX),
+            skipped: if result.already_ingested {
+                1
+            } else {
+                u32::try_from(result.chunks_dropped).unwrap_or(u32::MAX)
+            },
+            ids: result.chunk_ids,
+        })
+    }
+}
+
+#[async_trait]
+impl MemoryGraph for TinycortexProvider {
+    async fn kv_get(
+        &self,
+        namespace: Option<&str>,
+        key: &str,
+    ) -> Result<Option<MemoryKvRecord>, MemoryError> {
+        let record = self
+            .client
+            .kv_records(namespace)
+            .await
+            .map_err(|error| Self::other("kv_get", error))?
+            .into_iter()
+            .find(|record| record.key == key);
+        record
+            .map(|record| Self::cross(&record, "convert key/value record"))
+            .transpose()
+    }
+    async fn kv_put(
+        &self,
+        namespace: Option<&str>,
+        key: &str,
+        value: serde_json::Value,
+    ) -> Result<(), MemoryError> {
+        self.client
+            .kv_set(namespace, key, &value)
+            .await
+            .map_err(|error| Self::other("kv_put", error))
+    }
+
+    async fn kv_delete(&self, namespace: Option<&str>, key: &str) -> Result<bool, MemoryError> {
+        self.client
+            .kv_delete(namespace, key)
+            .await
+            .map_err(|error| Self::other("kv_delete", error))
+    }
+    async fn kv_list(
+        &self,
+        namespace: Option<&str>,
+        prefix: Option<&str>,
+        limit: usize,
+    ) -> Result<Vec<MemoryKvRecord>, MemoryError> {
+        let mut records = self
+            .client
+            .kv_records(namespace)
+            .await
+            .map_err(|error| Self::other("kv_list", error))?;
+        if let Some(prefix) = prefix {
+            records.retain(|record| record.key.starts_with(prefix));
+        }
+        records.truncate(limit);
+        Self::cross(&records, "convert key/value records")
+    }
+    async fn relations(
+        &self,
+        namespace: Option<&str>,
+        subject: Option<&str>,
+        predicate: Option<&str>,
+        limit: usize,
+    ) -> Result<Vec<GraphRelationRecord>, MemoryError> {
+        let mut records = self
+            .client
+            .graph_relations(namespace, subject, predicate)
+            .await
+            .map_err(|error| Self::other("relations", error))?;
+        records.truncate(limit);
+        Self::cross(&records, "convert graph relations")
+    }
+    async fn put_relation(&self, relation: GraphRelationRecord) -> Result<(), MemoryError> {
+        self.client
+            .graph_upsert(
+                relation.namespace.as_deref(),
+                &relation.subject,
+                &relation.predicate,
+                &relation.object,
+                &relation.attrs,
+            )
+            .await
+            .map_err(|error| Self::other("put_relation", error))
+    }
+}
+
+#[async_trait]
+impl MemoryGoals for TinycortexProvider {
+    async fn goals(&self) -> Result<GoalsDoc, MemoryError> {
+        let workspace = self.config.workspace_dir.clone();
+        let document =
+            tokio::task::spawn_blocking(move || tinycortex::memory::goals::store::load(&workspace))
+                .await
+                .map_err(|error| Self::other("join goals read", error))?
+                .map_err(|error| Self::other("read goals", error))?;
+        Self::cross(&document, "convert goals")
+    }
+
+    async fn set_goals(&self, goals: GoalsDoc) -> Result<(), MemoryError> {
+        let workspace = self.config.workspace_dir.clone();
+        let mut goals = Self::cross(&goals, "convert goals")?;
+        tokio::task::spawn_blocking(move || {
+            tinycortex::memory::goals::store::save(&workspace, &mut goals)
+        })
+        .await
+        .map_err(|error| Self::other("join goals write", error))?
+        .map_err(|error| Self::other("write goals", error))
+    }
+}
+
+#[async_trait]
+impl MemoryToolMemory for TinycortexProvider {
+    async fn tool_rules(&self, tool_name: &str) -> Result<Vec<ToolMemoryRule>, MemoryError> {
+        let rules = tinymemory_core::tool_memory::tool_memory_store(self.client.memory_handle())
+            .list_rules(tool_name)
+            .await
+            .map_err(|error| Self::other("list tool rules", error))?;
+        Self::cross(&rules, "convert tool rules")
+    }
+
+    async fn put_tool_rule(&self, rule: ToolMemoryRule) -> Result<(), MemoryError> {
+        let rule = Self::cross(&rule, "convert tool rule")?;
+        tinymemory_core::tool_memory::tool_memory_store(self.client.memory_handle())
+            .put_rule(rule)
+            .await
+            .map(|_| ())
+            .map_err(|error| Self::other("put tool rule", error))
+    }
+
+    async fn delete_tool_rule(&self, tool_name: &str, rule_id: &str) -> Result<bool, MemoryError> {
+        tinymemory_core::tool_memory::tool_memory_store(self.client.memory_handle())
+            .delete_rule(tool_name, rule_id)
+            .await
+            .map_err(|error| Self::other("delete tool rule", error))
+    }
+}
+
+#[async_trait]
+impl MemoryTree for TinycortexProvider {
+    async fn append(&self, request: IngestRequest) -> Result<(), MemoryError> {
+        tinycortex::memory::tree::runtime::store::validate_namespace(&request.namespace)
+            .map_err(MemoryError::Invalid)?;
+        if request.content.trim().is_empty() {
+            return Err(MemoryError::Invalid(
+                "content must not be empty".to_string(),
+            ));
+        }
+        let namespace = request.namespace.trim().to_string();
+        let content = request.content;
+        let timestamp = request.timestamp.unwrap_or_else(Utc::now);
+        let metadata = request.metadata;
+        blocking(self.config.clone(), "append tree content", move |config| {
+            tinymemory_core::tree::tree_runtime::store::buffer_write(
+                config,
+                &namespace,
+                &content,
+                &timestamp,
+                metadata.as_ref(),
+            )
+            .map(|_| ())
+        })
+        .await
+    }
+
+    async fn query_source(
+        &self,
+        namespace: &str,
+        source_id: &str,
+        limit: usize,
+        scope: Option<&SourceScope>,
+    ) -> Result<Vec<Chunk>, MemoryError> {
+        tinycortex::memory::tree::runtime::store::validate_namespace(namespace)
+            .map_err(MemoryError::Invalid)?;
+        let query = tinymemory_core::store::chunks::ListChunksQuery {
+            source_id: Some(source_id.to_string()),
+            source_scope: scope.map(|scope| scope.allow.iter().cloned().collect::<HashSet<_>>()),
+            limit: Some(limit),
+            exclude_dropped: true,
+            ..Default::default()
+        };
+        let chunks = blocking(self.config.clone(), "query source", move |config| {
+            tinymemory_core::store::chunks::list_chunks(config, &query)
+        })
+        .await?;
+        Self::cross(&chunks, "convert source chunks")
+    }
+
+    async fn drill_down(&self, namespace: &str, node_id: &str) -> Result<QueryResult, MemoryError> {
+        tinycortex::memory::tree::runtime::store::validate_namespace(namespace)
+            .map_err(MemoryError::Invalid)?;
+        tinycortex::memory::tree::runtime::store::validate_node_id(node_id)
+            .map_err(MemoryError::Invalid)?;
+        let namespace = namespace.trim().to_string();
+        let node_id = node_id.to_string();
+        let lookup_namespace = namespace.clone();
+        let lookup_node = node_id.clone();
+        let result = blocking(self.config.clone(), "drill down", move |config| {
+            let Some(node) = tinymemory_core::tree::tree_runtime::store::read_node(
+                config,
+                &lookup_namespace,
+                &lookup_node,
+            )?
+            else {
+                return Ok(None);
+            };
+            let children = tinymemory_core::tree::tree_runtime::store::read_children(
+                config,
+                &lookup_namespace,
+                &lookup_node,
+            )?;
+            Ok(Some((node, children)))
+        })
+        .await?
+        .ok_or_else(|| {
+            MemoryError::NotFound(format!("tree node '{node_id}' not found in '{namespace}'"))
+        })?;
+        Self::cross(&result, "convert tree drill-down")
+            .map(|(node, children)| QueryResult { node, children })
+    }
+
+    async fn seal(&self, namespace: &str) -> Result<TreeStatus, MemoryError> {
+        tinycortex::memory::tree::runtime::store::validate_namespace(namespace)
+            .map_err(MemoryError::Invalid)?;
+        let namespace = namespace.trim().to_string();
+        let read_namespace = namespace.clone();
+        let buffered = blocking(self.config.clone(), "read tree buffer", move |config| {
+            tinymemory_core::tree::tree_runtime::store::buffer_read(config, &read_namespace)
+        })
+        .await?;
+        if !buffered.is_empty() {
+            let (model, _) = tinymemory_core::chat_host::create_chat_model_with_model_id(
+                "summarization",
+                &self.config,
+                self.config.default_temperature,
+            )
+            .map_err(|error| Self::other("create summarizer", error))?;
+            tinymemory_core::tree::tree_runtime::engine::run_summarization(
+                &self.config,
+                model.as_ref(),
+                &namespace,
+                Utc::now(),
+            )
+            .await
+            .map_err(|error| Self::other("seal tree", error))?;
+        }
+        let status = blocking(self.config.clone(), "read tree status", move |config| {
+            tinymemory_core::tree::tree_runtime::store::get_tree_status(config, &namespace)
+        })
+        .await?;
+        Self::cross(&status, "convert tree status")
+    }
+
+    async fn cascade(&self, namespace: &str) -> Result<TreeStatus, MemoryError> {
+        tinycortex::memory::tree::runtime::store::validate_namespace(namespace)
+            .map_err(MemoryError::Invalid)?;
+        let namespace = namespace.trim().to_string();
+        let read_namespace = namespace.clone();
+        let status = blocking(self.config.clone(), "read tree status", move |config| {
+            tinymemory_core::tree::tree_runtime::store::get_tree_status(config, &read_namespace)
+        })
+        .await?;
+        if status.total_nodes == 0 {
+            return Self::cross(&status, "convert tree status");
+        }
+        let (model, _) = tinymemory_core::chat_host::create_chat_model_with_model_id(
+            "summarization",
+            &self.config,
+            self.config.default_temperature,
+        )
+        .map_err(|error| Self::other("create summarizer", error))?;
+        let status = tinymemory_core::tree::tree_runtime::engine::rebuild_tree(
+            &self.config,
+            model.as_ref(),
+            &namespace,
+        )
+        .await
+        .map_err(|error| Self::other("cascade tree", error))?;
+        Self::cross(&status, "convert tree status")
+    }
+}
+
+#[async_trait]
+impl MemoryEntities for TinycortexProvider {
+    async fn entities(
+        &self,
+        namespace: &str,
+        query: Option<&str>,
+        limit: usize,
+    ) -> Result<Vec<EntityHit>, MemoryError> {
+        let namespace = namespace.to_string();
+        let query_namespace = namespace.clone();
+        let query = query.map(str::to_string);
+        let rows = blocking(
+            self.config.clone(),
+            "list namespace entities",
+            move |config| {
+                tinymemory_core::store::entities::namespace_entities(
+                    config,
+                    &query_namespace,
+                    query.as_deref(),
+                    limit,
+                )
+            },
+        )
+        .await?
+        .into_iter()
+        .map(|hit| (hit.id, hit.kind, hit.name, hit.mentions))
+        .collect::<Vec<_>>();
+
+        let config = self.config.clone();
+        blocking(config, "attach entity hotness", move |config| {
+            Ok(rows
+                .into_iter()
+                .map(|(id, kind, name, mentions)| {
+                    let hotness_key = format!("{namespace}:{id}");
+                    let hotness = tinymemory_core::store::trees::hotness::get(config, &hotness_key)
+                        .ok()
+                        .flatten()
+                        .map_or(0.0, |counters| {
+                            f64::from(
+                                tinymemory_core::tree_policy::TreePolicy::topic().topic_hotness(
+                                    &id,
+                                    &counters.stats(),
+                                    Utc::now().timestamp_millis(),
+                                ),
+                            )
+                        });
+                    EntityHit {
+                        entity: EntityRef { id, kind, name },
+                        hotness,
+                        mentions,
+                    }
+                })
+                .collect())
+        })
+        .await
+    }
+
+    async fn entity_edges(
+        &self,
+        namespace: &str,
+        entity_id: &str,
+        limit: usize,
+    ) -> Result<Vec<GraphRelationRecord>, MemoryError> {
+        let subject = entity_id.to_string();
+        let lookup = subject.clone();
+        let namespace = namespace.to_string();
+        let query_namespace = namespace.clone();
+        let neighbours = blocking(self.config.clone(), "read entity edges", move |config| {
+            tinymemory_core::store::entities::namespace_entity_edges(
+                config,
+                &query_namespace,
+                &lookup,
+                limit,
+            )
+        })
+        .await?;
+        Ok(neighbours
+            .into_iter()
+            .map(|(object, weight)| GraphRelationRecord {
+                namespace: Some(namespace.clone()),
+                subject: subject.clone(),
+                predicate: "co_occurs_with".to_string(),
+                object,
+                attrs: serde_json::Value::Null,
+                updated_at: 0.0,
+                evidence_count: weight,
+                order_index: None,
+                document_ids: Vec::new(),
+                chunk_ids: Vec::new(),
+            })
+            .collect())
+    }
+
+    async fn touch_entities(
+        &self,
+        namespace: &str,
+        entity_ids: &[String],
+    ) -> Result<(), MemoryError> {
+        let entity_ids = entity_ids.to_vec();
+        let namespace = namespace.to_string();
+        blocking(self.config.clone(), "touch entities", move |config| {
+            let now = Utc::now().timestamp_millis();
+            for entity_id in entity_ids {
+                let entity_id = format!("{namespace}:{entity_id}");
+                let mut counters =
+                    tinymemory_core::store::trees::hotness::get_or_fresh(config, &entity_id)?;
+                counters.mention_count_30d = counters.mention_count_30d.saturating_add(1);
+                counters.last_seen_ms = Some(now);
+                counters.last_updated_ms = now;
+                tinymemory_core::store::trees::hotness::upsert(config, &counters)?;
+            }
+            Ok(())
+        })
+        .await
+    }
+}
+
+#[cfg(feature = "memory-git")]
+#[async_trait]
+impl MemoryDiff for TinycortexProvider {
+    async fn capture_snapshot(&self, source_id: &str) -> Result<SnapshotRef, MemoryError> {
+        let source = tinymemory_core::sources::registry::decode_memory_sources(&self.config)
+            .into_iter()
+            .find(|source| source.id == source_id)
+            .ok_or_else(|| MemoryError::NotFound(source_id.to_string()))?;
+        let snapshot = tinymemory_core::diff::ops::take_snapshot(
+            &source,
+            &self.config,
+            tinymemory_core::diff::SnapshotTrigger::Manual,
+        )
+        .await
+        .map_err(|error| Self::other("capture snapshot", error))?;
+        Ok(SnapshotRef {
+            id: snapshot.id,
+            source_id: snapshot.source_id,
+            label: snapshot.label,
+            item_count: snapshot.item_count,
+            taken_at_ms: snapshot.taken_at_ms,
+        })
+    }
+
+    async fn snapshots(
+        &self,
+        source_id: &str,
+        limit: usize,
+    ) -> Result<Vec<SnapshotRef>, MemoryError> {
+        let snapshots = tinymemory_core::diff::ops::list_snapshots(
+            &self.config,
+            Some(source_id),
+            u32::try_from(limit).unwrap_or(u32::MAX),
+        )
+        .await
+        .map_err(|error| Self::other("list snapshots", error))?;
+        Ok(snapshots
+            .into_iter()
+            .map(|snapshot| SnapshotRef {
+                id: snapshot.id,
+                source_id: snapshot.source_id,
+                label: snapshot.label,
+                item_count: snapshot.item_count,
+                taken_at_ms: snapshot.taken_at_ms,
+            })
+            .collect())
+    }
+
+    async fn diff(
+        &self,
+        source_id: &str,
+        from: Option<&str>,
+        to: &str,
+    ) -> Result<DiffReport, MemoryError> {
+        let result = tinymemory_core::diff::ops::compute_diff(&self.config, from, to, false)
+            .await
+            .map_err(|error| Self::other("compute diff", error))?;
+        if result.source_id != source_id {
+            return Err(MemoryError::Invalid(format!(
+                "snapshot '{to}' belongs to a different source"
+            )));
+        }
+        let changes = result
+            .changes
+            .into_iter()
+            .map(|change| SourceChange {
+                item_id: change.item_id,
+                title: change.title,
+                kind: match change.kind {
+                    tinymemory_core::diff::ChangeKind::Added => ChangeKind::Added,
+                    tinymemory_core::diff::ChangeKind::Removed => ChangeKind::Removed,
+                    tinymemory_core::diff::ChangeKind::Modified => ChangeKind::Modified,
+                },
+                old_content_hash: change.old_content_hash,
+                new_content_hash: change.new_content_hash,
+            })
+            .collect();
+        Ok(DiffReport {
+            source_id: result.source_id,
+            from_snapshot_id: result.from_snapshot_id,
+            to_snapshot_id: result.to_snapshot_id,
+            added: result.summary.added,
+            removed: result.summary.removed,
+            modified: result.summary.modified,
+            unchanged: result.summary.unchanged,
+            changes,
+        })
+    }
+}
+
+#[async_trait]
+impl MemorySourceSink for TinycortexProvider {
+    async fn accept_source_items(
+        &self,
+        source_id: &str,
+        source_kind: &str,
+        items: Vec<SourceItem>,
+        taint: MemoryTaint,
+    ) -> Result<IngestOutcome, MemoryError> {
+        let namespace = format!("source:{source_id}");
+        let mut outcome = IngestOutcome::default();
+        for item in items {
+            if item.item_id.trim().is_empty() {
+                return Err(MemoryError::Invalid(
+                    "source item_id must not be empty".to_string(),
+                ));
+            }
+            let title = if item.title.trim().is_empty() {
+                item.item_id.clone()
+            } else {
+                item.title.clone()
+            };
+            let input = NamespaceDocumentInput {
+                namespace: namespace.clone(),
+                key: item.item_id,
+                title,
+                content: item.content,
+                source_type: source_kind.to_string(),
+                priority: "medium".to_string(),
+                tags: item.tags,
+                metadata: serde_json::json!({
+                    "sourceId": source_id,
+                    "sourceKind": source_kind,
+                    "url": item.url,
+                    "mime": item.mime,
+                    "updatedAtMs": item.updated_at_ms,
+                }),
+                category: "core".to_string(),
+                session_id: None,
+                document_id: None,
+                taint,
+            };
+            let input = Self::cross(&input, "convert source document")?;
+            match self.client.put_doc(input).await {
+                Ok(id) => {
+                    outcome.written = outcome.written.saturating_add(1);
+                    outcome.ids.push(id);
+                }
+                Err(_) => {
+                    outcome.skipped = outcome.skipped.saturating_add(1);
+                }
+            }
+        }
+        Ok(outcome)
+    }
+
+    async fn forget_source(&self, source_id: &str) -> Result<u64, MemoryError> {
+        let namespace = format!("source:{source_id}");
+        let listed = self
+            .client
+            .list_documents(Some(&namespace))
+            .await
+            .map_err(|error| Self::other("list source documents", error))?;
+        let documents = listed
+            .get("documents")
+            .and_then(serde_json::Value::as_array)
+            .map_or(0, Vec::len);
+        if documents > 0 {
+            self.client
+                .clear_namespace(&namespace)
+                .await
+                .map_err(|error| Self::other("clear source documents", error))?;
+        }
+        let source_id = source_id.to_string();
+        let chunks = blocking(self.config.clone(), "clear source chunks", move |config| {
+            use tinymemory_core::store::chunks::{
+                delete_chunks_by_source, delete_orphaned_source_tree, SourceKind,
+            };
+            let removed = delete_chunks_by_source(config, SourceKind::Document, &source_id)?;
+            delete_orphaned_source_tree(config, SourceKind::Document, &source_id)?;
+            Ok(removed)
+        })
+        .await?;
+        Ok(u64::try_from(documents.saturating_add(chunks)).unwrap_or(u64::MAX))
+    }
+}
+
+#[async_trait]
+impl MemoryMaintenance for TinycortexProvider {
+    async fn reembed(&self) -> Result<MaintenanceReport, MemoryError> {
+        let (examined, changed) =
+            blocking(self.config.clone(), "enqueue re-embedding", move |config| {
+                let total = tinymemory_core::queue::count_total(config).unwrap_or(0);
+                let before = tinymemory_core::queue::count_by_status(
+                    config,
+                    tinymemory_core::queue::JobStatus::Ready,
+                )
+                .unwrap_or(0);
+                tinymemory_core::queue::ensure_reembed_backfill(config);
+                let after = tinymemory_core::queue::count_by_status(
+                    config,
+                    tinymemory_core::queue::JobStatus::Ready,
+                )
+                .unwrap_or(0);
+                Ok((total, after.saturating_sub(before)))
+            })
+            .await?;
+        Ok(MaintenanceReport {
+            operation: "reembed".to_string(),
+            examined,
+            changed,
+            findings: vec![format!("enqueued {changed} re-embedding job(s)")],
+        })
+    }
+
+    async fn compact(&self) -> Result<MaintenanceReport, MemoryError> {
+        let (examined, changed) =
+            blocking(self.config.clone(), "compact memory queue", move |config| {
+                Ok((
+                    tinymemory_core::queue::count_total(config).unwrap_or(0),
+                    u64::try_from(tinymemory_core::queue::recover_stale_locks(config).unwrap_or(0))
+                        .unwrap_or(u64::MAX),
+                ))
+            })
+            .await?;
+        Ok(MaintenanceReport {
+            operation: "compact".to_string(),
+            examined,
+            changed,
+            findings: vec![format!("released {changed} stale queue lock(s)")],
+        })
+    }
+
+    async fn consolidate(&self) -> Result<MaintenanceReport, MemoryError> {
+        let (examined, enqueued) = blocking(
+            self.config.clone(),
+            "enqueue consolidation",
+            move |config| {
+                Ok((
+                    tinymemory_core::queue::count_total(config).unwrap_or(0),
+                    tinymemory_core::queue::scheduler::enqueue_flush_stale_job(config)
+                        .map_err(anyhow::Error::msg)?,
+                ))
+            },
+        )
+        .await?;
+        Ok(MaintenanceReport {
+            operation: "consolidate".to_string(),
+            examined,
+            changed: u64::from(enqueued),
+            findings: vec![if enqueued {
+                "enqueued a stale-buffer flush".to_string()
+            } else {
+                "a stale-buffer flush is already queued".to_string()
+            }],
+        })
+    }
+
+    async fn doctor(&self) -> Result<MaintenanceReport, MemoryError> {
+        let report = tinymemory_core::tree::health::async_run_doctor(&self.config).await;
+        Ok(MaintenanceReport {
+            operation: "doctor".to_string(),
+            examined: report.counters.total_chunks,
+            changed: 0,
+            findings: report
+                .stages
+                .into_iter()
+                .filter(|stage| !stage.ok)
+                .map(|stage| format!("{}: {}", stage.stage, stage.note))
+                .collect(),
+        })
+    }
+}
+
+#[async_trait]
+impl MemoryProvider for TinycortexProvider {
+    fn driver_id(&self) -> &str {
+        &self.driver_id
+    }
+    fn capabilities(&self) -> Capabilities {
+        advertised_capabilities()
+    }
+    async fn health(&self) -> MemoryHealth {
+        if self.client.memory_handle().health_check().await {
+            MemoryHealth::Ready
+        } else {
+            MemoryHealth::down("memory store is unavailable")
+        }
+    }
+    fn as_documents(&self) -> Option<&dyn MemoryDocuments> {
+        Some(self)
+    }
+    fn as_ingest(&self) -> Option<&dyn MemoryIngest> {
+        Some(self)
+    }
+    fn as_graph(&self) -> Option<&dyn MemoryGraph> {
+        Some(self)
+    }
+    fn as_goals(&self) -> Option<&dyn MemoryGoals> {
+        Some(self)
+    }
+    fn as_tool_memory(&self) -> Option<&dyn MemoryToolMemory> {
+        Some(self)
+    }
+    fn as_tree(&self) -> Option<&dyn MemoryTree> {
+        Some(self)
+    }
+    fn as_entities(&self) -> Option<&dyn MemoryEntities> {
+        Some(self)
+    }
+    fn as_diff(&self) -> Option<&dyn MemoryDiff> {
+        // Reachable only when the git-backed snapshot store is compiled in;
+        // see the `memory-git` feature in this crate's manifest.
+        #[cfg(feature = "memory-git")]
+        {
+            Some(self)
+        }
+        #[cfg(not(feature = "memory-git"))]
+        {
+            None
+        }
+    }
+    fn as_sources(&self) -> Option<&dyn MemorySourceSink> {
+        Some(self)
+    }
+    fn as_maintenance(&self) -> Option<&dyn MemoryMaintenance> {
+        Some(self)
+    }
+    fn as_people(&self) -> Option<&dyn MemoryPeople> {
+        Some(self)
+    }
+    fn as_chunks(&self) -> Option<&dyn MemoryChunks> {
+        Some(self)
+    }
+    fn as_retrieval(&self) -> Option<&dyn MemoryRetrieval> {
+        Some(self)
+    }
+    fn as_profile(&self) -> Option<&dyn MemoryProfile> {
+        Some(self)
+    }
+    fn as_episodic(&self) -> Option<&dyn MemoryEpisodic> {
+        Some(self)
+    }
+}
+
+// ── People ───────────────────────────────────────────────────────────────────
+//
+// The conversions below destructure both sides exhaustively rather than
+// round-tripping through `Self::cross`. That is deliberate. `cross` is a serde
+// value round-trip, so it agrees only while the two crates' field *names* agree
+// — and they already do not: the engine's `Interaction` names its timestamp
+// `ts` where the contract names it `at`. A round-trip would compile and then
+// fail at runtime on the first call.
+//
+// Destructuring makes the opposite trade: a field added or renamed on either
+// side is a compile error here, which is the same rule
+// `tinymemory-tinycortex::convert` follows and the same reasoning that governs
+// the two copies of the contract itself.
+
+/// The engine's people store for this module's workspace.
+///
+/// `for_workspace` caches per workspace directory, so this is a map lookup
+/// after the first call rather than a database open.
+fn people_store(
+    workspace: &std::path::Path,
+) -> Result<Arc<tinycortex::memory::people::store::PeopleStore>, MemoryError> {
+    tinycortex::memory::people::store::for_workspace(workspace)
+        .map_err(|error| MemoryError::Other(anyhow::anyhow!("open people store: {error}")))
+}
+
+fn handle_to_engine(handle: &PersonHandle) -> tinycortex::memory::people::types::Handle {
+    use tinycortex::memory::people::types::Handle as EngineHandle;
+    match handle {
+        PersonHandle::IMessage(value) => EngineHandle::IMessage(value.clone()),
+        PersonHandle::Email(value) => EngineHandle::Email(value.clone()),
+        PersonHandle::DisplayName(value) => EngineHandle::DisplayName(value.clone()),
+    }
+}
+
+fn handle_to_contract(handle: tinycortex::memory::people::types::Handle) -> PersonHandle {
+    use tinycortex::memory::people::types::Handle as EngineHandle;
+    match handle {
+        EngineHandle::IMessage(value) => PersonHandle::IMessage(value),
+        EngineHandle::Email(value) => PersonHandle::Email(value),
+        EngineHandle::DisplayName(value) => PersonHandle::DisplayName(value),
+    }
+}
+
+fn person_to_contract(person: tinycortex::memory::people::types::Person) -> PersonRecord {
+    let tinycortex::memory::people::types::Person {
+        id,
+        display_name,
+        primary_email,
+        primary_phone,
+        handles,
+        created_at,
+        updated_at,
+    } = person;
+    PersonRecord {
+        id: id.to_string(),
+        display_name,
+        primary_email,
+        primary_phone,
+        handles: handles.into_iter().map(handle_to_contract).collect(),
+        created_at: created_at.to_rfc3339(),
+        updated_at: updated_at.to_rfc3339(),
+    }
+}
+
+fn score_to_contract(
+    score: tinycortex::memory::people::types::ScoreComponents,
+    interaction_count: usize,
+) -> PersonScore {
+    let tinycortex::memory::people::types::ScoreComponents {
+        recency,
+        frequency,
+        reciprocity,
+        depth,
+        score,
+    } = score;
+    PersonScore {
+        recency,
+        frequency,
+        reciprocity,
+        depth,
+        score,
+        interaction_count,
+    }
+}
+
+/// Parse a caller-supplied person id.
+///
+/// `PersonRef` is opaque to the caller by contract, so an unparseable one is a
+/// caller mistake — `Invalid`, not `NotFound`. Reporting `NotFound` would tell
+/// a caller the id was well-formed but absent, which would send them looking
+/// for a deleted person rather than at the id they built.
+fn parse_person_id(
+    person_id: &str,
+) -> Result<tinycortex::memory::people::types::PersonId, MemoryError> {
+    person_id
+        .parse::<uuid::Uuid>()
+        .map(tinycortex::memory::people::types::PersonId)
+        .map_err(|_| MemoryError::Invalid(format!("malformed person id: {person_id}")))
+}
+
+#[async_trait]
+impl MemoryPeople for TinycortexProvider {
+    async fn list_people(&self, limit: Option<usize>) -> Result<Vec<RankedPerson>, MemoryError> {
+        let store = people_store(&self.config.workspace_dir)?;
+        let people = store
+            .list()
+            .await
+            .map_err(|error| Self::other("list people", error))?;
+
+        let ids: Vec<_> = people.iter().map(|person| person.id).collect();
+        let interactions = store
+            .batch_interactions_for(&ids)
+            .await
+            .map_err(|error| Self::other("load interactions", error))?;
+
+        let now = Utc::now();
+        let mut ranked: Vec<RankedPerson> = people
+            .into_iter()
+            .map(|person| {
+                let observed = interactions.get(&person.id).map_or(&[][..], Vec::as_slice);
+                let closeness = tinycortex::memory::people::scorer::score(observed, now);
+                RankedPerson {
+                    person: person_to_contract(person),
+                    score: score_to_contract(closeness, observed.len()),
+                }
+            })
+            .collect();
+
+        // Descending by composite score. `total_cmp` rather than `partial_cmp`:
+        // a NaN from a degenerate score would make `partial_cmp` return `None`,
+        // and an ordering that is not total is undefined behaviour's
+        // well-behaved cousin — `sort_by` may panic or produce garbage order.
+        ranked.sort_by(|a, b| b.score.score.total_cmp(&a.score.score));
+        if let Some(limit) = limit {
+            ranked.truncate(limit);
+        }
+        Ok(ranked)
+    }
+
+    async fn get_person(&self, person_id: &str) -> Result<Option<PersonRecord>, MemoryError> {
+        let store = people_store(&self.config.workspace_dir)?;
+        let id = parse_person_id(person_id)?;
+        Ok(store
+            .get(id)
+            .await
+            .map_err(|error| Self::other("get person", error))?
+            .map(person_to_contract))
+    }
+
+    async fn resolve_handle(
+        &self,
+        handle: &PersonHandle,
+        create_if_missing: bool,
+    ) -> Result<Option<ResolvedPerson>, MemoryError> {
+        let store = people_store(&self.config.workspace_dir)?;
+        let resolver = tinycortex::memory::people::resolver::HandleResolver::new(&store);
+        let engine_handle = handle_to_engine(handle);
+
+        if create_if_missing {
+            let (id, created) = resolver
+                .resolve_or_create_with_status(&engine_handle)
+                .await
+                .map_err(|error| Self::other("resolve or create handle", error))?;
+            return Ok(Some(ResolvedPerson {
+                id: id.to_string(),
+                created,
+            }));
+        }
+
+        Ok(resolver
+            .resolve(&engine_handle)
+            .await
+            .map_err(|error| Self::other("resolve handle", error))?
+            .map(|id| ResolvedPerson {
+                id: id.to_string(),
+                created: false,
+            }))
+    }
+
+    async fn add_handle_alias(
+        &self,
+        person_id: &str,
+        handle: &PersonHandle,
+    ) -> Result<(), MemoryError> {
+        let store = people_store(&self.config.workspace_dir)?;
+        let id = parse_person_id(person_id)?;
+        if store
+            .get(id)
+            .await
+            .map_err(|error| Self::other("look up person", error))?
+            .is_none()
+        {
+            return Err(MemoryError::NotFound(format!("person {person_id}")));
+        }
+        store
+            .add_alias(id, handle_to_engine(handle).canonicalize())
+            .await
+            .map_err(|error| Self::other("add handle alias", error))
+    }
+
+    async fn score_person(&self, person_id: &str) -> Result<Option<PersonScore>, MemoryError> {
+        let store = people_store(&self.config.workspace_dir)?;
+        let id = parse_person_id(person_id)?;
+        if store
+            .get(id)
+            .await
+            .map_err(|error| Self::other("look up person", error))?
+            .is_none()
+        {
+            return Ok(None);
+        }
+        let interactions = store
+            .interactions_for(id)
+            .await
+            .map_err(|error| Self::other("load interactions", error))?;
+        Ok(Some(score_to_contract(
+            tinycortex::memory::people::scorer::score(&interactions, Utc::now()),
+            interactions.len(),
+        )))
+    }
+
+    async fn record_interaction(&self, interaction: &PersonInteraction) -> Result<(), MemoryError> {
+        let store = people_store(&self.config.workspace_dir)?;
+        let PersonInteraction {
+            person_id,
+            at,
+            is_outbound,
+            length,
+        } = interaction;
+        let id = parse_person_id(person_id)?;
+        let ts = chrono::DateTime::parse_from_rfc3339(at)
+            .map_err(|error| MemoryError::Invalid(format!("malformed interaction time: {error}")))?
+            .with_timezone(&Utc);
+        if store
+            .get(id)
+            .await
+            .map_err(|error| Self::other("look up person", error))?
+            .is_none()
+        {
+            return Err(MemoryError::NotFound(format!("person {person_id}")));
+        }
+        store
+            .record_interaction(tinycortex::memory::people::types::Interaction {
+                person_id: id,
+                ts,
+                is_outbound: *is_outbound,
+                length: *length,
+            })
+            .await
+            .map_err(|error| Self::other("record interaction", error))
+    }
+
+    async fn seed_from_address_book(&self) -> Result<AddressBookSeedOutcome, MemoryError> {
+        let store = people_store(&self.config.workspace_dir)?;
+        let resolver = tinycortex::memory::people::resolver::HandleResolver::new(&store);
+        let source = tinycortex::memory::people::address_book::SystemContactsSource;
+        let (seeded, skipped) = resolver
+            .seed_from_address_book(&source)
+            .await
+            .map_err(|error| Self::other("seed from address book", error))?;
+        Ok(AddressBookSeedOutcome { seeded, skipped })
+    }
+}
+
+// ── Chunks and Retrieval ─────────────────────────────────────────────────────
+//
+// Both families take the source scope as an **argument** and never read the
+// ambient one. `tinymemory_core`'s in-process entry points resolve it from a
+// task-local, which the host sets on its own side of the bus — it is simply not
+// present in this process. Reading it here would yield `None`, and `None` means
+// *unrestricted*, so a per-profile source gate would fail open. That is why the
+// `*_scoped` variants exist and why these call them.
+
+/// Convert a contract scope into the engine's allowlist form.
+fn scope_to_engine(scope: Option<&SourceScope>) -> Option<HashSet<String>> {
+    scope.map(|scope| scope.allow.iter().cloned().collect())
+}
+
+#[async_trait]
+impl MemoryChunks for TinycortexProvider {
+    async fn list_chunks(
+        &self,
+        query: &ChunkQuery,
+        scope: Option<&SourceScope>,
+    ) -> Result<Vec<Chunk>, MemoryError> {
+        let ChunkQuery {
+            source_kind,
+            source_id,
+            owner,
+            since_ms,
+            until_ms,
+            limit,
+            offset,
+            exclude_dropped,
+        } = query.clone();
+        let engine_query = tinymemory_core::store::chunks::ListChunksQuery {
+            source_kind: source_kind
+                .map(|kind| Self::cross(&kind, "convert source kind"))
+                .transpose()?,
+            source_id,
+            owner,
+            since_ms,
+            until_ms,
+            limit,
+            offset,
+            source_scope: scope_to_engine(scope),
+            exclude_dropped,
+        };
+        let chunks = blocking(self.config.clone(), "list chunks", move |config| {
+            tinymemory_core::store::chunks::list_chunks(config, &engine_query)
+        })
+        .await?;
+        Self::cross(&chunks, "convert chunks")
+    }
+
+    async fn get_chunk(&self, chunk_id: &str) -> Result<Option<Chunk>, MemoryError> {
+        let id = chunk_id.to_string();
+        let chunk = blocking(self.config.clone(), "get chunk", move |config| {
+            tinymemory_core::store::chunks::get_chunk(config, &id)
+        })
+        .await?;
+        match chunk {
+            Some(chunk) => Ok(Some(Self::cross(&chunk, "convert chunk")?)),
+            None => Ok(None),
+        }
+    }
+
+    async fn chunk_detail(&self, chunk_id: &str) -> Result<Option<ChunkDetail>, MemoryError> {
+        let id = chunk_id.to_string();
+        let detail = blocking(self.config.clone(), "chunk detail", move |config| {
+            let Some(chunk) = tinymemory_core::store::chunks::get_chunk(config, &id)? else {
+                return Ok(None);
+            };
+            // The vault read is best-effort: a missing body is reported as
+            // `None` so the caller can fall back to the row's own content,
+            // rather than failing the whole detail view over a preview.
+            let body = tinymemory_core::store::content::read::read_chunk_body(config, &id).ok();
+            let has_embedding =
+                tinymemory_core::store::chunks::get_chunk_embedding(config, &id)?.is_some();
+            let lifecycle_status =
+                tinymemory_core::store::chunks::get_chunk_lifecycle_status(config, &id)?;
+            let content_path = tinymemory_core::store::chunks::get_chunk_content_path(config, &id)?;
+            Ok(Some((
+                chunk,
+                body,
+                has_embedding,
+                lifecycle_status,
+                content_path,
+            )))
+        })
+        .await?;
+
+        let Some((chunk, body, has_embedding, lifecycle_status, content_path)) = detail else {
+            return Ok(None);
+        };
+        Ok(Some(ChunkDetail {
+            chunk: Self::cross(&chunk, "convert chunk")?,
+            body,
+            content_path,
+            lifecycle_status,
+            has_embedding,
+        }))
+    }
+
+    async fn storage_kinds(&self) -> Result<Vec<String>, MemoryError> {
+        Ok(tinymemory_core::store::MemoryKind::ALL
+            .iter()
+            .map(|kind| kind.as_str().to_string())
+            .collect())
+    }
+
+    async fn chunk_embeddings(
+        &self,
+        chunk_ids: &[String],
+        model_signature: &str,
+    ) -> Result<Vec<ChunkEmbedding>, MemoryError> {
+        let ids = chunk_ids.to_vec();
+        let signature = model_signature.to_string();
+        let vectors = blocking(
+            self.config.clone(),
+            "load chunk embeddings",
+            move |config| {
+                tinymemory_core::store::chunks::get_chunk_embeddings_for_signature_batch(
+                    config, &ids, &signature,
+                )
+            },
+        )
+        .await?;
+        // Sorted so the response is deterministic: the engine returns a
+        // `HashMap`, whose iteration order varies per process and would make an
+        // otherwise-identical call return a differently-ordered list.
+        let mut embeddings: Vec<ChunkEmbedding> = vectors
+            .into_iter()
+            .map(|(chunk_id, vector)| ChunkEmbedding { chunk_id, vector })
+            .collect();
+        embeddings.sort_by(|a, b| a.chunk_id.cmp(&b.chunk_id));
+        Ok(embeddings)
+    }
+}
+
+#[async_trait]
+impl MemoryRetrieval for TinycortexProvider {
+    async fn fast_retrieve(
+        &self,
+        query: &str,
+        options: FastRetrieveQuery,
+        scope: Option<&SourceScope>,
+    ) -> Result<RetrievalResponse, MemoryError> {
+        if query.trim().is_empty() {
+            return Err(MemoryError::Invalid("query must not be empty".to_string()));
+        }
+        let engine_options = tinymemory_core::tree::retrieval::FastRetrieveOptions {
+            limit: options.limit,
+            max_hops: options.max_hops,
+            time_window_days: options.time_window_days,
+        };
+        let response = tinymemory_core::tree::retrieval::fast_retrieve_scoped(
+            &self.config,
+            query,
+            engine_options,
+            scope_to_engine(scope),
+        )
+        .await
+        .map_err(|error| Self::other("fast retrieve", error))?;
+        Self::cross(&response, "convert retrieval response")
+    }
+
+    async fn cover_window(
+        &self,
+        window: &CoverWindowQuery,
+        scope: Option<&SourceScope>,
+    ) -> Result<RetrievalResponse, MemoryError> {
+        let CoverWindowQuery {
+            since_ms,
+            until_ms,
+            source_id,
+            source_kind,
+            limit,
+        } = window.clone();
+        let engine_kind = source_kind
+            .map(|kind| Self::cross(&kind, "convert source kind"))
+            .transpose()?;
+        let response = tinymemory_core::tree::retrieval::cover_window_scoped(
+            &self.config,
+            since_ms,
+            until_ms,
+            source_id.as_deref(),
+            engine_kind,
+            // 0 is the engine's "no caller preference" sentinel, not a request
+            // for zero rows: `cover_window_scoped` substitutes its own
+            // DEFAULT_LIMIT for it. Mapping `None` to 0 therefore asks for the
+            // default, which is what an absent limit means.
+            limit.unwrap_or(0),
+            scope_to_engine(scope),
+        )
+        .await
+        .map_err(|error| Self::other("cover window", error))?;
+        Self::cross(&response, "convert retrieval response")
+    }
+
+    async fn retrieve_source(
+        &self,
+        query: &SourceRetrievalQuery,
+        scope: Option<&SourceScope>,
+    ) -> Result<RetrievalResponse, MemoryError> {
+        let SourceRetrievalQuery {
+            source_id,
+            source_kind,
+            time_window_days,
+            query: text,
+            limit,
+        } = query.clone();
+        let engine_kind = source_kind
+            .map(|kind| Self::cross(&kind, "convert source kind"))
+            .transpose()?;
+        let response = tinymemory_core::tree::retrieval::source::query_source_scoped(
+            &self.config,
+            tinymemory_core::tree::retrieval::source::SourceQuery {
+                source_id: source_id.as_deref(),
+                source_kind: engine_kind,
+                time_window_days,
+                query: text.as_deref(),
+                limit,
+            },
+            scope_to_engine(scope),
+        )
+        .await
+        .map_err(|error| Self::other("retrieve source", error))?;
+        Self::cross(&response, "convert retrieval response")
+    }
+
+    async fn retrieve_children(
+        &self,
+        node_id: &str,
+        max_depth: u32,
+        query: Option<&str>,
+        limit: Option<usize>,
+        scope: Option<&SourceScope>,
+    ) -> Result<Vec<RetrievalHit>, MemoryError> {
+        let hits = tinymemory_core::tree::retrieval::drill_down::drill_down_scoped(
+            &self.config,
+            node_id,
+            max_depth,
+            query,
+            limit,
+            scope_to_engine(scope),
+        )
+        .await
+        .map_err(|error| Self::other("drill down", error))?;
+        Self::cross(&hits, "convert retrieval hits")
+    }
+
+    async fn retrieve_leaves(
+        &self,
+        chunk_ids: &[String],
+        scope: Option<&SourceScope>,
+    ) -> Result<Vec<RetrievalHit>, MemoryError> {
+        let hits = tinymemory_core::tree::retrieval::fetch::fetch_leaves_scoped(
+            &self.config,
+            chunk_ids,
+            scope_to_engine(scope),
+        )
+        .await
+        .map_err(|error| Self::other("fetch leaves", error))?;
+        Self::cross(&hits, "convert retrieval hits")
+    }
+
+    async fn recall_namespace_scored(
+        &self,
+        namespace: &str,
+        query: &str,
+        limit: usize,
+        exclude_session_id: Option<&str>,
+    ) -> Result<Vec<NamespaceMemoryHit>, MemoryError> {
+        let hits = self
+            .client
+            .unified_handle()
+            .query_namespace_hits_excluding_session(
+                namespace,
+                query,
+                u32::try_from(limit).unwrap_or(u32::MAX),
+                exclude_session_id,
+            )
+            .await
+            .map_err(|error| Self::other("recall namespace scored", error))?;
+        Self::cross(&hits, "convert namespace hits")
+    }
+
+    async fn search_entities(
+        &self,
+        query: &str,
+        kinds: Option<&[String]>,
+        limit: usize,
+    ) -> Result<Vec<EntityMatch>, MemoryError> {
+        // Request kinds are validated, unlike response kinds which pass through
+        // as an open vocabulary. An unknown filter that silently matched nothing
+        // would be indistinguishable from a genuine empty result.
+        let engine_kinds = match kinds {
+            Some(kinds) => Some(
+                kinds
+                    .iter()
+                    .map(|kind| {
+                        tinymemory_core::tree::score::extract::EntityKind::parse(kind).map_err(
+                            |_| MemoryError::Invalid(format!("unknown entity kind: {kind}")),
+                        )
+                    })
+                    .collect::<Result<Vec<_>, MemoryError>>()?,
+            ),
+            None => None,
+        };
+        let matches = tinymemory_core::tree::retrieval::search_entities(
+            &self.config,
+            query,
+            engine_kinds,
+            limit,
+        )
+        .await
+        .map_err(|error| Self::other("search entities", error))?;
+        Self::cross(&matches, "convert entity matches")
+    }
+}
+
+// ── Profile ──────────────────────────────────────────────────────────────────
+//
+// `ProfileStore`'s methods are synchronous and hold a `parking_lot::Mutex`
+// across a SQLite call, so each one goes through `spawn_blocking` rather than
+// being awaited on the runtime thread. The store is cheap to obtain — it is a
+// handle over the client's connection, not an open — so it is fetched inside
+// the blocking closure rather than held across an await.
+
+fn facet_type_to_engine(
+    facet_type: FacetType,
+) -> tinymemory_core::store::namespace_store::profile::FacetType {
+    use tinymemory_core::store::namespace_store::profile::FacetType as Engine;
+    match facet_type {
+        FacetType::Preference => Engine::Preference,
+        FacetType::Workflow => Engine::Workflow,
+        FacetType::Role => Engine::Role,
+        FacetType::Personality => Engine::Personality,
+        FacetType::Context => Engine::Context,
+    }
+}
+
+#[async_trait]
+impl MemoryProfile for TinycortexProvider {
+    async fn list_active_facets(&self) -> Result<Vec<ProfileFacet>, MemoryError> {
+        let client = Arc::clone(&self.client);
+        let facets = tokio::task::spawn_blocking(move || client.profile_store().list_active())
+            .await
+            .map_err(|e| Self::other("join list_active_facets", e))?
+            .map_err(|e| Self::other("list_active_facets", e))?;
+        Self::cross(&facets, "convert facets")
+    }
+
+    async fn list_all_facets(&self) -> Result<Vec<ProfileFacet>, MemoryError> {
+        let client = Arc::clone(&self.client);
+        let facets = tokio::task::spawn_blocking(move || client.profile_store().list_all())
+            .await
+            .map_err(|e| Self::other("join list_all_facets", e))?
+            .map_err(|e| Self::other("list_all_facets", e))?;
+        Self::cross(&facets, "convert facets")
+    }
+
+    async fn get_facet(&self, key: &str) -> Result<Option<ProfileFacet>, MemoryError> {
+        let client = Arc::clone(&self.client);
+        let key = key.to_string();
+        let facet = tokio::task::spawn_blocking(move || client.profile_store().get(&key))
+            .await
+            .map_err(|e| Self::other("join get_facet", e))?
+            .map_err(|e| Self::other("get_facet", e))?;
+        match facet {
+            Some(facet) => Ok(Some(Self::cross(&facet, "convert facet")?)),
+            None => Ok(None),
+        }
+    }
+
+    async fn facets_by_type(
+        &self,
+        facet_type: FacetType,
+    ) -> Result<Vec<ProfileFacet>, MemoryError> {
+        let client = Arc::clone(&self.client);
+        let engine = facet_type_to_engine(facet_type);
+        let facets =
+            tokio::task::spawn_blocking(move || client.profile_store().facets_by_type(&engine))
+                .await
+                .map_err(|e| Self::other("join facets_by_type", e))?
+                .map_err(|e| Self::other("facets_by_type", e))?;
+        Self::cross(&facets, "convert facets")
+    }
+
+    async fn upsert_facet(&self, facet: &ProfileFacet) -> Result<(), MemoryError> {
+        let client = Arc::clone(&self.client);
+        let engine: tinymemory_core::store::namespace_store::profile::ProfileFacet =
+            Self::cross(facet, "convert facet")?;
+        tokio::task::spawn_blocking(move || client.profile_store().upsert_full(&engine))
+            .await
+            .map_err(|e| Self::other("join upsert_facet", e))?
+            .map_err(|e| Self::other("upsert_facet", e))
+    }
+
+    async fn upsert_provider_facet(
+        &self,
+        facet_id: &str,
+        facet_type: FacetType,
+        key: &str,
+        value: &str,
+        confidence: f64,
+        segment_id: Option<&str>,
+        observed_at: f64,
+    ) -> Result<(), MemoryError> {
+        let client = Arc::clone(&self.client);
+        let engine = facet_type_to_engine(facet_type);
+        let (facet_id, key, value) = (facet_id.to_string(), key.to_string(), value.to_string());
+        let segment_id = segment_id.map(str::to_string);
+        tokio::task::spawn_blocking(move || {
+            client.profile_store().upsert_provider_facet(
+                &facet_id,
+                &engine,
+                &key,
+                &value,
+                confidence,
+                segment_id.as_deref(),
+                observed_at,
+            )
+        })
+        .await
+        .map_err(|e| Self::other("join upsert_provider_facet", e))?
+        .map_err(|e| Self::other("upsert_provider_facet", e))
+    }
+
+    async fn set_facet_user_state(
+        &self,
+        key: &str,
+        user_state: UserState,
+    ) -> Result<bool, MemoryError> {
+        use tinymemory_core::store::namespace_store::profile::UserState as Engine;
+        let client = Arc::clone(&self.client);
+        let key = key.to_string();
+        let engine = match user_state {
+            UserState::Auto => Engine::Auto,
+            UserState::Pinned => Engine::Pinned,
+            UserState::Forgotten => Engine::Forgotten,
+        };
+        tokio::task::spawn_blocking(move || client.profile_store().set_user_state(&key, engine))
+            .await
+            .map_err(|e| Self::other("join set_facet_user_state", e))?
+            .map_err(|e| Self::other("set_facet_user_state", e))
+    }
+
+    async fn delete_facet(&self, key: &str) -> Result<bool, MemoryError> {
+        let client = Arc::clone(&self.client);
+        let key = key.to_string();
+        tokio::task::spawn_blocking(move || client.profile_store().delete(&key))
+            .await
+            .map_err(|e| Self::other("join delete_facet", e))?
+            .map_err(|e| Self::other("delete_facet", e))
+    }
+
+    async fn delete_facet_by_id(&self, facet_id: &str) -> Result<bool, MemoryError> {
+        let client = Arc::clone(&self.client);
+        let facet_id = facet_id.to_string();
+        tokio::task::spawn_blocking(move || client.profile_store().delete_by_facet_id(&facet_id))
+            .await
+            .map_err(|e| Self::other("join delete_facet_by_id", e))?
+            .map_err(|e| Self::other("delete_facet_by_id", e))
+    }
+
+    async fn drop_facets_below(&self, threshold: f64) -> Result<usize, MemoryError> {
+        let client = Arc::clone(&self.client);
+        tokio::task::spawn_blocking(move || client.profile_store().drop_below_threshold(threshold))
+            .await
+            .map_err(|e| Self::other("join drop_facets_below", e))?
+            .map_err(|e| Self::other("drop_facets_below", e))
+    }
+
+    async fn workflow_identity_matches(&self, key_pattern: &str, canonical_value: &str) -> bool {
+        let client = Arc::clone(&self.client);
+        let (pattern, value) = (key_pattern.to_string(), canonical_value.to_string());
+        tokio::task::spawn_blocking(move || {
+            client
+                .profile_store()
+                .skill_identity_matches(&pattern, &value)
+        })
+        .await
+        // A join failure reads as "no", like every other error on this
+        // predicate — see the trait docs. But it is logged first: the two
+        // cases behind it are a cancelled task and a panic inside
+        // `skill_identity_matches`, and a panic is a defect. Answering a bare
+        // `false` would make that defect look exactly like a legitimate
+        // non-match, which is the one reading that guarantees nobody
+        // investigates it.
+        .inspect_err(|error| {
+            log::error!(
+                "[tinymemory:module] workflow_identity_matches join failed, answering false: \
+                 {error}"
+            );
+        })
+        .unwrap_or(false)
+    }
+}
+
+/// Episodic capture: the turn-by-turn record and its segment lifecycle.
+///
+/// Every method hops to `spawn_blocking` for the same reason the profile family
+/// does — these are synchronous `rusqlite` calls behind a `parking_lot::Mutex`,
+/// and blocking a tinybus executor thread on a database lock would stall every
+/// other call the module is serving.
+///
+/// The boundary-detection and summary-composition halves of the archivist are
+/// **not** here: they touch no database and are host policy. See the family's
+/// contract docs.
+#[async_trait]
+impl MemoryEpisodic for TinycortexProvider {
+    async fn insert_turn(&self, turn: &EpisodicTurn) -> Result<i64, MemoryError> {
+        let conn = self.client.profile_conn();
+        let entry = tinymemory_core::store::fts5::EpisodicEntry {
+            id: None,
+            session_id: turn.session_id.clone(),
+            timestamp: turn.timestamp,
+            role: turn.role.clone(),
+            content: turn.content.clone(),
+            lesson: turn.lesson.clone(),
+            tool_calls_json: turn.tool_calls_json.clone(),
+            // The contract carries this signed because a cost is a plain number
+            // on the wire; the engine column is unsigned. A negative value is
+            // not meaningful, so it clamps rather than wrapping.
+            cost_microdollars: u64::try_from(turn.cost_microdollars).unwrap_or(0),
+        };
+        tokio::task::spawn_blocking(move || {
+            tinymemory_core::store::fts5::episodic_insert(&conn, &entry)
+        })
+        .await
+        .map_err(|e| Self::other("join insert_turn", e))?
+        .map_err(|e| Self::other("insert_turn", e))
+    }
+
+    async fn session_turns(&self, session_id: &str) -> Result<Vec<EpisodicTurn>, MemoryError> {
+        let conn = self.client.profile_conn();
+        let session_id = session_id.to_string();
+        let entries = tokio::task::spawn_blocking(move || {
+            tinymemory_core::store::fts5::episodic_session_entries(&conn, &session_id)
+        })
+        .await
+        .map_err(|e| Self::other("join session_turns", e))?
+        .map_err(|e| Self::other("session_turns", e))?;
+        Ok(entries.into_iter().map(episodic_to_contract).collect())
+    }
+
+    async fn open_segment(
+        &self,
+        session_id: &str,
+    ) -> Result<Option<ConversationSegment>, MemoryError> {
+        let conn = self.client.profile_conn();
+        let session_id = session_id.to_string();
+        let segment = tokio::task::spawn_blocking(move || {
+            tinymemory_core::store::segments::open_segment_for_session(&conn, &session_id)
+        })
+        .await
+        .map_err(|e| Self::other("join open_segment", e))?
+        .map_err(|e| Self::other("open_segment", e))?;
+        Ok(segment.map(segment_to_contract))
+    }
+
+    async fn create_segment(
+        &self,
+        segment_id: &str,
+        session_id: &str,
+        namespace: &str,
+        start_episodic_id: i64,
+        start_timestamp: f64,
+        now: f64,
+    ) -> Result<(), MemoryError> {
+        let conn = self.client.profile_conn();
+        let (segment_id, session_id, namespace) = (
+            segment_id.to_string(),
+            session_id.to_string(),
+            namespace.to_string(),
+        );
+        tokio::task::spawn_blocking(move || {
+            tinymemory_core::store::segments::segment_create(
+                &conn,
+                &segment_id,
+                &session_id,
+                &namespace,
+                start_episodic_id,
+                // Per-session seq numbering is the archivist store's, and it is
+                // not part of this contract; legacy rows carry `None` too.
+                None,
+                start_timestamp,
+                now,
+            )
+        })
+        .await
+        .map_err(|e| Self::other("join create_segment", e))?
+        .map_err(|e| Self::other("create_segment", e))
+    }
+
+    async fn append_turn(
+        &self,
+        segment_id: &str,
+        episodic_id: i64,
+        timestamp: f64,
+        now: f64,
+    ) -> Result<(), MemoryError> {
+        let conn = self.client.profile_conn();
+        let segment_id = segment_id.to_string();
+        tokio::task::spawn_blocking(move || {
+            tinymemory_core::store::segments::segment_append_turn(
+                &conn,
+                &segment_id,
+                episodic_id,
+                None,
+                timestamp,
+                now,
+            )
+        })
+        .await
+        .map_err(|e| Self::other("join append_turn", e))?
+        .map_err(|e| Self::other("append_turn", e))
+    }
+
+    async fn close_segment(&self, segment_id: &str, now: f64) -> Result<(), MemoryError> {
+        let conn = self.client.profile_conn();
+        let segment_id = segment_id.to_string();
+        tokio::task::spawn_blocking(move || {
+            tinymemory_core::store::segments::segment_close(&conn, &segment_id, now)
+        })
+        .await
+        .map_err(|e| Self::other("join close_segment", e))?
+        .map_err(|e| Self::other("close_segment", e))
+    }
+
+    async fn set_segment_summary(
+        &self,
+        segment_id: &str,
+        summary: &str,
+        now: f64,
+    ) -> Result<(), MemoryError> {
+        let conn = self.client.profile_conn();
+        let (segment_id, summary) = (segment_id.to_string(), summary.to_string());
+        tokio::task::spawn_blocking(move || {
+            tinymemory_core::store::segments::segment_set_summary(&conn, &segment_id, &summary, now)
+        })
+        .await
+        .map_err(|e| Self::other("join set_segment_summary", e))?
+        .map_err(|e| Self::other("set_segment_summary", e))
+    }
+
+    async fn upsert_segment_embedding(
+        &self,
+        segment_id: &str,
+        model_signature: &str,
+        embedding: &[f32],
+        created_at: f64,
+    ) -> Result<(), MemoryError> {
+        let conn = self.client.profile_conn();
+        let (segment_id, model_signature) = (segment_id.to_string(), model_signature.to_string());
+        let embedding = embedding.to_vec();
+        tokio::task::spawn_blocking(move || {
+            tinymemory_core::store::segments::segment_embedding_upsert(
+                &conn,
+                &segment_id,
+                &model_signature,
+                &embedding,
+                created_at,
+            )
+        })
+        .await
+        .map_err(|e| Self::other("join upsert_segment_embedding", e))?
+        .map_err(|e| Self::other("upsert_segment_embedding", e))
+    }
+}
+
+/// Engine episodic row -> contract turn.
+fn episodic_to_contract(entry: tinymemory_core::store::fts5::EpisodicEntry) -> EpisodicTurn {
+    EpisodicTurn {
+        id: entry.id,
+        session_id: entry.session_id,
+        timestamp: entry.timestamp,
+        role: entry.role,
+        content: entry.content,
+        lesson: entry.lesson,
+        tool_calls_json: entry.tool_calls_json,
+        cost_microdollars: i64::try_from(entry.cost_microdollars).unwrap_or(i64::MAX),
+    }
+}
+
+/// Engine segment row -> contract segment.
+///
+/// Written out rather than derived: the engine row carries several fields the
+/// contract deliberately does not expose (`topic_keywords`, the seq numbers,
+/// `created_at`), and a blanket conversion would quietly start shipping them if
+/// the contract ever grew a matching name.
+fn segment_to_contract(
+    segment: tinymemory_core::store::segments::ConversationSegment,
+) -> ConversationSegment {
+    use tinymemory_core::store::segments::SegmentStatus;
+    ConversationSegment {
+        segment_id: segment.segment_id,
+        session_id: segment.session_id,
+        namespace: segment.namespace,
+        start_episodic_id: segment.start_episodic_id,
+        end_episodic_id: segment.end_episodic_id,
+        start_timestamp: segment.start_timestamp,
+        end_timestamp: segment.end_timestamp,
+        turn_count: segment.turn_count,
+        summary: segment.summary,
+        embedding: segment.embedding,
+        open: matches!(segment.status, SegmentStatus::Open),
+    }
+}
+
+#[cfg(test)]
+mod test;
diff --git a/adapters/tinycortex/src/engine/test.rs b/adapters/tinycortex/src/engine/test.rs
new file mode 100644
index 0000000..a53d9b4
--- /dev/null
+++ b/adapters/tinycortex/src/engine/test.rs
@@ -0,0 +1,54 @@
+//! Capability honesty for the full engine provider.
+//!
+//! The point of lifting the optional families here (issue #18 §C3) is that a
+//! host filtering its surface from a negotiated capability set gets the whole
+//! engine rather than the mandatory third of it. That is only safe if the set
+//! is true.
+//!
+//! These assert the rule directly rather than through a constructed provider.
+//! Construction needs a `MemoryClient`, which needs the host's process-global
+//! seams (`set_embedding_host` and friends) installed — and a test that installs
+//! a process global is order-dependent, which `AGENTS.md` rules out. The
+//! provider-level check that `capabilities()` equals the reachable accessors is
+//! `audit_provider`, and it runs against a real engine in the conformance suite
+//! once a host has wired those seams.
+
+#![allow(clippy::expect_used, clippy::panic)]
+
+use tinymemory_api::capabilities::{Capabilities, Capability};
+
+use super::advertised_capabilities;
+
+#[test]
+fn the_mandatory_families_are_always_advertised() {
+    let caps = advertised_capabilities();
+    for mandatory in Capability::MANDATORY {
+        assert!(
+            caps.contains(mandatory),
+            "`{}` must be advertised in every build",
+            mandatory.as_str()
+        );
+    }
+}
+
+#[cfg(feature = "memory-git")]
+#[test]
+fn the_full_engine_advertises_every_family_with_memory_git() {
+    // The lift's headline: this adapter used to advertise three families.
+    assert_eq!(advertised_capabilities(), Capabilities::all());
+    assert!(advertised_capabilities().contains(Capability::Diff));
+}
+
+#[cfg(not(feature = "memory-git"))]
+#[test]
+fn diff_is_withheld_when_the_snapshot_store_is_compiled_out() {
+    // The gate has to reach the advertisement, not just the accessor. A build
+    // that advertised `Diff` here would fail `audit_provider` — which is how
+    // that audit earns its place.
+    let caps = advertised_capabilities();
+    assert!(!caps.contains(Capability::Diff));
+    // Everything else the engine serves is still advertised: withholding one
+    // family must not quietly withhold the rest.
+    assert_eq!(caps, Capabilities::all().without(Capability::Diff));
+    assert_eq!(caps.len(), Capabilities::all().len() - 1);
+}
diff --git a/adapters/tinycortex/src/lib.rs b/adapters/tinycortex/src/lib.rs
index 078e747..ea9ead8 100644
--- a/adapters/tinycortex/src/lib.rs
+++ b/adapters/tinycortex/src/lib.rs
@@ -13,26 +13,40 @@
 //! - [`TinycortexMemory`] — wraps any TinyCortex [`tinycortex::memory::Memory`]
 //!   backend as a TinyMemory
 //!   [`Memory`](tinymemory_api::traits::Memory).
-//! - [`provider`] — the one call that turns a TinyCortex backend into a bound
-//!   driver, by pairing [`TinycortexMemory`] with
-//!   [`MemoryTraitProvider`].
+//! - [`provider`] — the one call that turns a TinyCortex backend into a
+//!   mandatory-only driver, by pairing [`TinycortexMemory`] with
+//!   [`MemoryTraitProvider`]. Enough when a host wants store, recall and
+//!   export and nothing else.
+//! - [`engine`] — [`TinycortexProvider`](engine::TinycortexProvider), the whole
+//!   engine behind the contract: trees, chunks, entities, the graph, goals,
+//!   tool-memory, ingestion, sources, maintenance, people, retrieval, profile,
+//!   episodic, and — with `memory-git` — the diff ledger.
 //!
-//! ## Scope: the mandatory three, not the whole engine
+//! ## Two drivers, and why both
 //!
-//! A driver built here advertises Core, Recall and Portability. TinyCortex can
-//! do far more — trees, chunks, entities, a diff ledger — but those families
-//! are reached through engine entry points that need a host's configuration,
-//! embedding compute and job queue, none of which this crate has. A host that
-//! provides them implements the optional families itself and delegates only the
-//! mandatory three here.
+//! [`provider`] advertises Core, Recall and Portability. That used to be the
+//! only thing here, and it was the reason anything wanting a summary tree or a
+//! diff ledger reached past the contract to the engine directly: the families
+//! existed, but not through `MemoryProvider`. Issue #18 §C3 lifted those
+//! implementations here from `tinymemory-module`, which had grown them because
+//! it needed them and nowhere else had them.
 //!
-//! Advertising only what is reachable is deliberate, not a shortcut: a driver
-//! whose capability set overstates its accessors fails
+//! [`engine::TinycortexProvider`] needs what they need — a workspace, a host
+//! configuration, and a `MemoryClient` — so it is the heavier of the two, and a
+//! host that has none of that still has [`provider`].
+//!
+//! ## Capability honesty
+//!
+//! Both advertise exactly what they reach. That is deliberate, not a shortcut:
+//! a driver whose capability set overstates its accessors fails
 //! [`audit_provider`](tinymemory_api::provider::audit_provider), and a host that
 //! filtered its RPC surface from an overstated set would register methods that
-//! answer errors.
+//! answer errors. It is also why the `memory-git` feature reaches
+//! [`engine::advertised_capabilities`] and not just the accessor — a build
+//! without the git-backed snapshot store must not claim a diff ledger.
 
 pub mod convert;
+pub mod engine;
 mod memory;
 
 pub use memory::TinycortexMemory;
diff --git a/crates/tinymemory-module/Cargo.lock b/crates/tinymemory-module/Cargo.lock
index 30ffb20..e5599eb 100644
--- a/crates/tinymemory-module/Cargo.lock
+++ b/crates/tinymemory-module/Cargo.lock
@@ -2027,9 +2027,16 @@ version = "0.1.0"
 dependencies = [
  "anyhow",
  "async-trait",
+ "chrono",
+ "log",
+ "serde",
+ "serde_json",
  "tinycortex",
  "tinymemory",
  "tinymemory-api",
+ "tinymemory-core",
+ "tokio",
+ "uuid",
 ]
 
 [[package]]
diff --git a/crates/tinymemory-module/Cargo.toml b/crates/tinymemory-module/Cargo.toml
index c8482f3..adbc845 100644
--- a/crates/tinymemory-module/Cargo.toml
+++ b/crates/tinymemory-module/Cargo.toml
@@ -32,7 +32,7 @@ tinymemory = { path = "../.." }
 # the module: they are 14.7s of the host's critical build path, and a host that
 # loads this binary compiles neither.
 tinymemory-core = { path = "../../core", features = ["memory-git"] }
-tinymemory-tinycortex = { path = "../../adapters/tinycortex" }
+tinymemory-tinycortex = { path = "../../adapters/tinycortex", features = ["memory-git"] }
 # `people` is enabled here rather than inherited: the module serves the
 # `MemoryPeople` family directly off the engine's people store, so it needs the
 # gate on even though `tinymemory-core` only re-exports the domain.
diff --git a/crates/tinymemory-module/src/lib.rs b/crates/tinymemory-module/src/lib.rs
index 9cad0eb..30e705f 100644
--- a/crates/tinymemory-module/src/lib.rs
+++ b/crates/tinymemory-module/src/lib.rs
@@ -153,7 +153,7 @@ async fn setup(connection: Connection, mut config: ModuleConfig) -> BusResult<()
         setup_error("create memory store")
     })?;
 
-    let provider = provider::ModuleMemoryProvider::new(&config, Arc::new(client));
+    let provider = provider::provider(&config, Arc::new(client));
     service::serve(&connection, Arc::new(provider), config).await
 }
 
diff --git a/crates/tinymemory-module/src/provider.rs b/crates/tinymemory-module/src/provider.rs
index 48e46a2..278a000 100644
--- a/crates/tinymemory-module/src/provider.rs
+++ b/crates/tinymemory-module/src/provider.rs
@@ -1,66 +1,18 @@
-//! Complete TinyMemory provider backed by the module-owned engine.
+//! The module's own configuration, converted for the engine provider.
+//!
+//! The provider itself now lives in `tinymemory-tinycortex` (issue #18 §C3).
+//! Everything that was here delegated to `tinymemory-core` on a blocking
+//! thread and was never module-specific; what remains is the one thing that is
+//! — turning a `ModuleConfig` into the engine's runtime configuration.
 
-use std::collections::HashSet;
-use std::path::PathBuf;
 use std::sync::Arc;
 
-use async_trait::async_trait;
-use chrono::Utc;
-use tinymemory::mandatory::MemoryTraitProvider;
-use tinymemory_api::capabilities::Capabilities;
-use tinymemory_api::chunks::Chunk;
-use tinymemory_api::error::MemoryError;
-use tinymemory_api::goals::GoalsDoc;
-use tinymemory_api::health::MemoryHealth;
-use tinymemory_api::host::{
-    CloudProviderCreds, ComposioMode, LocalAiConfig, MemoryConfig, MemoryHostConfig,
-    MemoryTreeConfig, SchedulerGateConfig,
-};
-use tinymemory_api::provider::types::{
-    ChangeKind, DiffReport, EntityHit, EntityRef, ExportPage, ExportRecord, ImportOutcome,
-    IngestItem, IngestOutcome, MaintenanceReport, SnapshotRef, SourceChange, SourceItem,
-    SourceScope,
-};
-use tinymemory_api::provider::{
-    AddressBookSeedOutcome, ChunkDetail, ChunkEmbedding, ChunkQuery, ConversationSegment,
-    CoverWindowQuery, EntityMatch, EpisodicTurn, FacetType, FastRetrieveQuery, MemoryChunks,
-    MemoryCore, MemoryDiff, MemoryDocuments, MemoryEntities, MemoryEpisodic, MemoryGoals,
-    MemoryGraph, MemoryIngest, MemoryMaintenance, MemoryPeople, MemoryPortability, MemoryProfile,
-    MemoryProvider, MemoryRecall, MemoryRetrieval, MemorySourceSink, MemoryToolMemory, MemoryTree,
-    PersonHandle, PersonInteraction, PersonRecord, PersonScore, ProfileFacet, RankedPerson,
-    ResolvedPerson, RetrievalHit, RetrievalResponse, SourceRetrievalQuery, UserState,
-};
-use tinymemory_api::recall::OwnedRecallOpts;
-use tinymemory_api::tool_memory::ToolMemoryRule;
-use tinymemory_api::tree::{IngestRequest, QueryResult, TreeStatus};
-use tinymemory_api::types::{
-    GraphRelationRecord, MemoryCategory, MemoryEntry, MemoryKvRecord, MemoryTaint,
-    NamespaceDocumentInput, NamespaceMemoryHit, NamespaceRetrievalContext, NamespaceSummary,
-    StoredMemoryDocument,
-};
-use tinymemory_core::store::{MemoryClient, MemoryClientRef};
-use tinymemory_tinycortex::TinycortexMemory;
+use tinymemory_core::store::MemoryClient;
+use tinymemory_tinycortex::engine::{EngineRuntimeConfig, TinycortexProvider};
 
 use crate::ModuleConfig;
 
-/// The concrete, credential-free host configuration available inside a module.
-#[derive(Debug, Clone)]
-struct ModuleRuntimeConfig {
-    workspace_dir: PathBuf,
-    config_path: PathBuf,
-    memory: MemoryConfig,
-    memory_tree: MemoryTreeConfig,
-    scheduler_gate: SchedulerGateConfig,
-    local_ai: LocalAiConfig,
-    embeddings_provider: Option<String>,
-    memory_provider: Option<String>,
-    default_model: Option<String>,
-    default_temperature: f64,
-    output_language: Option<String>,
-    memory_sources: serde_json::Value,
-}
-
-impl From<&ModuleConfig> for ModuleRuntimeConfig {
+impl From<&ModuleConfig> for EngineRuntimeConfig {
     fn from(config: &ModuleConfig) -> Self {
         Self {
             workspace_dir: config.workspace_dir.clone(),
@@ -79,2111 +31,11 @@ impl From<&ModuleConfig> for ModuleRuntimeConfig {
     }
 }
 
-#[async_trait]
-impl MemoryHostConfig for ModuleRuntimeConfig {
-    fn workspace_dir(&self) -> &PathBuf {
-        &self.workspace_dir
-    }
-    fn config_path(&self) -> &PathBuf {
-        &self.config_path
-    }
-    fn memory_tree_content_root(&self) -> PathBuf {
-        self.memory_tree
-            .content_dir
-            .clone()
-            .unwrap_or_else(|| self.workspace_dir.join("memory_tree/content"))
-    }
-    fn memory(&self) -> &MemoryConfig {
-        &self.memory
-    }
-    fn memory_tree(&self) -> &MemoryTreeConfig {
-        &self.memory_tree
-    }
-    fn scheduler_gate(&self) -> &SchedulerGateConfig {
-        &self.scheduler_gate
-    }
-    fn local_ai(&self) -> &LocalAiConfig {
-        &self.local_ai
-    }
-    fn cloud_providers(&self) -> &Vec<CloudProviderCreds> {
-        static NONE: Vec<CloudProviderCreds> = Vec::new();
-        &NONE
-    }
-    fn embeddings_provider(&self) -> Option<&str> {
-        self.embeddings_provider.as_deref()
-    }
-    fn memory_provider(&self) -> Option<&str> {
-        self.memory_provider.as_deref()
-    }
-    fn workload_local_model(&self, workload: &str) -> Option<String> {
-        let route = match workload {
-            "memory" => self.memory_provider.as_deref(),
-            "embeddings" => self.embeddings_provider.as_deref(),
-            _ => None,
-        }?;
-        route
-            .strip_prefix("ollama:")
-            .map(str::trim)
-            .filter(|value| !value.is_empty())
-            .map(str::to_string)
-    }
-    fn as_any(&self) -> &dyn std::any::Any {
-        self
-    }
-    fn to_arc(&self) -> Arc<dyn MemoryHostConfig> {
-        Arc::new(self.clone())
-    }
-    fn api_url(&self) -> Option<&str> {
-        None
-    }
-    fn effective_backend_api_url(&self) -> String {
-        String::new()
-    }
-    fn session_token(&self) -> Result<Option<String>, String> {
-        Ok(None)
-    }
-    fn default_model(&self) -> Option<&str> {
-        self.default_model.as_deref()
-    }
-    fn default_temperature(&self) -> f64 {
-        self.default_temperature
-    }
-    fn output_language(&self) -> Option<&str> {
-        self.output_language.as_deref()
-    }
-    fn memory_sync_interval_secs(&self) -> Option<u64> {
-        Some(0)
-    }
-    fn onboarding_completed(&self) -> bool {
-        true
-    }
-    fn secrets_encrypt(&self) -> bool {
-        false
-    }
-    fn composio(&self) -> ComposioMode {
-        ComposioMode::default()
-    }
-    fn memory_sources_json(&self) -> anyhow::Result<serde_json::Value> {
-        Ok(self.memory_sources.clone())
-    }
-    fn set_memory_sources_json(&mut self, value: serde_json::Value) -> anyhow::Result<()> {
-        self.memory_sources = value;
-        Ok(())
-    }
-    fn composio_source_caps_migration_version(&self) -> u32 {
-        0
-    }
-    fn set_composio_source_caps_migration_version(&mut self, _version: u32) {}
-    fn apply_env_overrides(&mut self) {}
-    async fn save(&self) -> anyhow::Result<()> {
-        Ok(())
-    }
-}
-
-/// The module-owned implementation of every TinyMemory capability family.
-pub(crate) struct ModuleMemoryProvider {
-    driver_id: String,
-    mandatory: MemoryTraitProvider,
-    client: MemoryClientRef,
-    config: ModuleRuntimeConfig,
-}
-
-impl ModuleMemoryProvider {
-    pub(crate) fn new(config: &ModuleConfig, client: Arc<MemoryClient>) -> Self {
-        let memory = client.memory_handle();
-        let mandatory = MemoryTraitProvider::new(
-            Arc::new(TinycortexMemory::new(memory)),
-            config.driver_id.clone(),
-        );
-        Self {
-            driver_id: config.driver_id.clone(),
-            mandatory,
-            client,
-            config: ModuleRuntimeConfig::from(config),
-        }
-    }
-
-    fn other(context: &'static str, error: impl std::fmt::Display) -> MemoryError {
-        MemoryError::Other(anyhow::anyhow!("{context}: {error}"))
-    }
-
-    fn cross<A: serde::Serialize, B: serde::de::DeserializeOwned>(
-        value: &A,
-        context: &'static str,
-    ) -> Result<B, MemoryError> {
-        let value = serde_json::to_value(value).map_err(|error| Self::other(context, error))?;
-        serde_json::from_value(value).map_err(|error| Self::other(context, error))
-    }
-}
-
-fn validate_ingest_item(item: &IngestItem) -> Result<(), MemoryError> {
-    if item.taint != MemoryTaint::default() {
-        return Err(MemoryError::Invalid(
-            "ingest cannot preserve a non-default taint in the chunk tier".to_string(),
-        ));
-    }
-    if item.content.trim().is_empty() {
-        return Err(MemoryError::Invalid(
-            "ingest content must not be empty".to_string(),
-        ));
-    }
-    if let Some(mime) = item.mime.as_deref() {
-        let mime = mime.trim().to_ascii_lowercase();
-        let base = mime.split(';').next().unwrap_or("").trim();
-        if !(base.starts_with("text/")
-            || base.ends_with("+json")
-            || base.ends_with("+xml")
-            || matches!(
-                base,
-                "application/json" | "application/xml" | "application/x-ndjson"
-            ))
-        {
-            return Err(MemoryError::Invalid(format!(
-                "unsupported MIME '{mime}': ingest accepts decoded text only"
-            )));
-        }
-    }
-    Ok(())
-}
-
-async fn blocking<T, F>(
-    config: ModuleRuntimeConfig,
-    context: &'static str,
-    run: F,
-) -> Result<T, MemoryError>
-where
-    T: Send + 'static,
-    F: FnOnce(&ModuleRuntimeConfig) -> anyhow::Result<T> + Send + 'static,
-{
-    tokio::task::spawn_blocking(move || run(&config))
-        .await
-        .map_err(|error| ModuleMemoryProvider::other(context, error))?
-        .map_err(|error| ModuleMemoryProvider::other(context, error))
-}
-
-#[async_trait]
-impl MemoryCore for ModuleMemoryProvider {
-    async fn store(
-        &self,
-        namespace: &str,
-        key: &str,
-        content: &str,
-        category: MemoryCategory,
-        session_id: Option<&str>,
-        taint: MemoryTaint,
-    ) -> Result<(), MemoryError> {
-        self.mandatory
-            .store(namespace, key, content, category, session_id, taint)
-            .await
-    }
-    async fn get(&self, namespace: &str, key: &str) -> Result<Option<MemoryEntry>, MemoryError> {
-        self.mandatory.get(namespace, key).await
-    }
-    async fn forget(&self, namespace: &str, key: &str) -> Result<bool, MemoryError> {
-        self.mandatory.forget(namespace, key).await
-    }
-    async fn list(
-        &self,
-        namespace: Option<&str>,
-        category: Option<&MemoryCategory>,
-        session_id: Option<&str>,
-    ) -> Result<Vec<MemoryEntry>, MemoryError> {
-        self.mandatory.list(namespace, category, session_id).await
-    }
-    async fn namespaces(&self) -> Result<Vec<NamespaceSummary>, MemoryError> {
-        self.mandatory.namespaces().await
-    }
-}
-
-#[async_trait]
-impl MemoryRecall for ModuleMemoryProvider {
-    async fn recall(
-        &self,
-        query: &str,
-        limit: usize,
-        opts: &OwnedRecallOpts,
-        scope: Option<&SourceScope>,
-    ) -> Result<Vec<MemoryEntry>, MemoryError> {
-        self.mandatory.recall(query, limit, opts, scope).await
-    }
-}
-
-#[async_trait]
-impl MemoryPortability for ModuleMemoryProvider {
-    async fn export_page(
-        &self,
-        cursor: Option<&str>,
-        limit: usize,
-    ) -> Result<ExportPage, MemoryError> {
-        self.mandatory.export_page(cursor, limit).await
-    }
-    async fn import_records(
-        &self,
-        records: Vec<ExportRecord>,
-    ) -> Result<ImportOutcome, MemoryError> {
-        self.mandatory.import_records(records).await
-    }
-}
-
-#[async_trait]
-impl MemoryDocuments for ModuleMemoryProvider {
-    async fn put_document(&self, input: NamespaceDocumentInput) -> Result<String, MemoryError> {
-        let input = Self::cross(&input, "convert document input")?;
-        self.client
-            .put_doc(input)
-            .await
-            .map_err(|error| Self::other("put_document", error))
-    }
-    async fn get_document(
-        &self,
-        namespace: &str,
-        key: &str,
-    ) -> Result<Option<StoredMemoryDocument>, MemoryError> {
-        let document = self
-            .client
-            .get_document(namespace, key)
-            .await
-            .map_err(|error| Self::other("get_document", error))?;
-        document
-            .map(|document| Self::cross(&document, "convert stored document"))
-            .transpose()
-    }
-
-    async fn list_documents(
-        &self,
-        namespace: Option<&str>,
-    ) -> Result<serde_json::Value, MemoryError> {
-        self.client
-            .list_documents(namespace)
-            .await
-            .map_err(|error| Self::other("list_documents", error))
-    }
-
-    async fn list_namespaces(&self) -> Result<Vec<String>, MemoryError> {
-        self.client
-            .list_namespaces()
-            .await
-            .map_err(|error| Self::other("list_namespaces", error))
-    }
-
-    async fn delete_document(
-        &self,
-        namespace: &str,
-        document_id: &str,
-    ) -> Result<serde_json::Value, MemoryError> {
-        self.client
-            .delete_document(namespace, document_id)
-            .await
-            .map_err(|error| Self::other("delete_document", error))
-    }
-
-    async fn clear_namespace(&self, namespace: &str) -> Result<(), MemoryError> {
-        self.client
-            .clear_namespace(namespace)
-            .await
-            .map_err(|error| Self::other("clear_namespace", error))
-    }
-    async fn query_documents(
-        &self,
-        namespace: &str,
-        query: &str,
-        limit: usize,
-    ) -> Result<NamespaceRetrievalContext, MemoryError> {
-        let limit = u32::try_from(limit).unwrap_or(u32::MAX);
-        let context = self
-            .client
-            .query_namespace_context_data(namespace, query, limit)
-            .await
-            .map_err(|error| Self::other("query_documents", error))?;
-        Self::cross(&context, "convert document query result")
-    }
-
-    async fn recall_documents(
-        &self,
-        namespace: &str,
-        limit: usize,
-    ) -> Result<NamespaceRetrievalContext, MemoryError> {
-        let limit = u32::try_from(limit).unwrap_or(u32::MAX);
-        let context = self
-            .client
-            .recall_namespace_context_data(namespace, limit)
-            .await
-            .map_err(|error| Self::other("recall_documents", error))?;
-        Self::cross(&context, "convert document recall result")
-    }
-}
-
-#[async_trait]
-impl MemoryIngest for ModuleMemoryProvider {
-    async fn ingest_document(&self, item: IngestItem) -> Result<IngestOutcome, MemoryError> {
-        validate_ingest_item(&item)?;
-        let document = tinycortex::memory::ingest::canonicalize::document::DocumentInput {
-            provider: item.source.as_str().to_string(),
-            title: String::new(),
-            body: item.content,
-            modified_at: item.timestamp.unwrap_or_else(Utc::now),
-            source_ref: item.source_ref.map(|source_ref| source_ref.value),
-        };
-        let result = tinymemory_core::ingest_pipeline::ingest_document_with_scope(
-            &self.config,
-            &item.source_id,
-            &item.owner,
-            item.tags,
-            document,
-            item.path_scope,
-        )
-        .await
-        .map_err(|error| Self::other("ingest document", error))?;
-        Ok(IngestOutcome {
-            written: u32::try_from(result.chunks_written).unwrap_or(u32::MAX),
-            skipped: if result.already_ingested {
-                1
-            } else {
-                u32::try_from(result.chunks_dropped).unwrap_or(u32::MAX)
-            },
-            ids: result.chunk_ids,
-        })
-    }
-
-    async fn ingest_chat(&self, messages: Vec<IngestItem>) -> Result<IngestOutcome, MemoryError> {
-        let Some(first) = messages.first() else {
-            return Ok(IngestOutcome::default());
-        };
-        let source_id = first.source_id.clone();
-        let owner = first.owner.clone();
-        let tags = first.tags.clone();
-        let platform = first.source.as_str().to_string();
-        for item in &messages {
-            validate_ingest_item(item)?;
-            if item.source_id != source_id {
-                return Err(MemoryError::Invalid(
-                    "ingest_chat batches must contain one conversation".to_string(),
-                ));
-            }
-        }
-        let batch = tinycortex::memory::ingest::canonicalize::chat::ChatBatch {
-            platform,
-            channel_label: source_id.clone(),
-            messages: messages
-                .into_iter()
-                .map(
-                    |item| tinycortex::memory::ingest::canonicalize::chat::ChatMessage {
-                        author: item.owner,
-                        timestamp: item.timestamp.unwrap_or_else(Utc::now),
-                        text: item.content,
-                        source_ref: item.source_ref.map(|source_ref| source_ref.value),
-                    },
-                )
-                .collect(),
-        };
-        let result = tinymemory_core::ingest_pipeline::ingest_chat(
-            &self.config,
-            &source_id,
-            &owner,
-            tags,
-            batch,
-        )
-        .await
-        .map_err(|error| Self::other("ingest chat", error))?;
-        Ok(IngestOutcome {
-            written: u32::try_from(result.chunks_written).unwrap_or(u32::MAX),
-            skipped: if result.already_ingested {
-                1
-            } else {
-                u32::try_from(result.chunks_dropped).unwrap_or(u32::MAX)
-            },
-            ids: result.chunk_ids,
-        })
-    }
-}
-
-#[async_trait]
-impl MemoryGraph for ModuleMemoryProvider {
-    async fn kv_get(
-        &self,
-        namespace: Option<&str>,
-        key: &str,
-    ) -> Result<Option<MemoryKvRecord>, MemoryError> {
-        let record = self
-            .client
-            .kv_records(namespace)
-            .await
-            .map_err(|error| Self::other("kv_get", error))?
-            .into_iter()
-            .find(|record| record.key == key);
-        record
-            .map(|record| Self::cross(&record, "convert key/value record"))
-            .transpose()
-    }
-    async fn kv_put(
-        &self,
-        namespace: Option<&str>,
-        key: &str,
-        value: serde_json::Value,
-    ) -> Result<(), MemoryError> {
-        self.client
-            .kv_set(namespace, key, &value)
-            .await
-            .map_err(|error| Self::other("kv_put", error))
-    }
-
-    async fn kv_delete(&self, namespace: Option<&str>, key: &str) -> Result<bool, MemoryError> {
-        self.client
-            .kv_delete(namespace, key)
-            .await
-            .map_err(|error| Self::other("kv_delete", error))
-    }
-    async fn kv_list(
-        &self,
-        namespace: Option<&str>,
-        prefix: Option<&str>,
-        limit: usize,
-    ) -> Result<Vec<MemoryKvRecord>, MemoryError> {
-        let mut records = self
-            .client
-            .kv_records(namespace)
-            .await
-            .map_err(|error| Self::other("kv_list", error))?;
-        if let Some(prefix) = prefix {
-            records.retain(|record| record.key.starts_with(prefix));
-        }
-        records.truncate(limit);
-        Self::cross(&records, "convert key/value records")
-    }
-    async fn relations(
-        &self,
-        namespace: Option<&str>,
-        subject: Option<&str>,
-        predicate: Option<&str>,
-        limit: usize,
-    ) -> Result<Vec<GraphRelationRecord>, MemoryError> {
-        let mut records = self
-            .client
-            .graph_relations(namespace, subject, predicate)
-            .await
-            .map_err(|error| Self::other("relations", error))?;
-        records.truncate(limit);
-        Self::cross(&records, "convert graph relations")
-    }
-    async fn put_relation(&self, relation: GraphRelationRecord) -> Result<(), MemoryError> {
-        self.client
-            .graph_upsert(
-                relation.namespace.as_deref(),
-                &relation.subject,
-                &relation.predicate,
-                &relation.object,
-                &relation.attrs,
-            )
-            .await
-            .map_err(|error| Self::other("put_relation", error))
-    }
-}
-
-#[async_trait]
-impl MemoryGoals for ModuleMemoryProvider {
-    async fn goals(&self) -> Result<GoalsDoc, MemoryError> {
-        let workspace = self.config.workspace_dir.clone();
-        let document =
-            tokio::task::spawn_blocking(move || tinycortex::memory::goals::store::load(&workspace))
-                .await
-                .map_err(|error| Self::other("join goals read", error))?
-                .map_err(|error| Self::other("read goals", error))?;
-        Self::cross(&document, "convert goals")
-    }
-
-    async fn set_goals(&self, goals: GoalsDoc) -> Result<(), MemoryError> {
-        let workspace = self.config.workspace_dir.clone();
-        let mut goals = Self::cross(&goals, "convert goals")?;
-        tokio::task::spawn_blocking(move || {
-            tinycortex::memory::goals::store::save(&workspace, &mut goals)
-        })
-        .await
-        .map_err(|error| Self::other("join goals write", error))?
-        .map_err(|error| Self::other("write goals", error))
-    }
-}
-
-#[async_trait]
-impl MemoryToolMemory for ModuleMemoryProvider {
-    async fn tool_rules(&self, tool_name: &str) -> Result<Vec<ToolMemoryRule>, MemoryError> {
-        let rules = tinymemory_core::tool_memory::tool_memory_store(self.client.memory_handle())
-            .list_rules(tool_name)
-            .await
-            .map_err(|error| Self::other("list tool rules", error))?;
-        Self::cross(&rules, "convert tool rules")
-    }
-
-    async fn put_tool_rule(&self, rule: ToolMemoryRule) -> Result<(), MemoryError> {
-        let rule = Self::cross(&rule, "convert tool rule")?;
-        tinymemory_core::tool_memory::tool_memory_store(self.client.memory_handle())
-            .put_rule(rule)
-            .await
-            .map(|_| ())
-            .map_err(|error| Self::other("put tool rule", error))
-    }
-
-    async fn delete_tool_rule(&self, tool_name: &str, rule_id: &str) -> Result<bool, MemoryError> {
-        tinymemory_core::tool_memory::tool_memory_store(self.client.memory_handle())
-            .delete_rule(tool_name, rule_id)
-            .await
-            .map_err(|error| Self::other("delete tool rule", error))
-    }
-}
-
-#[async_trait]
-impl MemoryTree for ModuleMemoryProvider {
-    async fn append(&self, request: IngestRequest) -> Result<(), MemoryError> {
-        tinycortex::memory::tree::runtime::store::validate_namespace(&request.namespace)
-            .map_err(MemoryError::Invalid)?;
-        if request.content.trim().is_empty() {
-            return Err(MemoryError::Invalid(
-                "content must not be empty".to_string(),
-            ));
-        }
-        let namespace = request.namespace.trim().to_string();
-        let content = request.content;
-        let timestamp = request.timestamp.unwrap_or_else(Utc::now);
-        let metadata = request.metadata;
-        blocking(self.config.clone(), "append tree content", move |config| {
-            tinymemory_core::tree::tree_runtime::store::buffer_write(
-                config,
-                &namespace,
-                &content,
-                &timestamp,
-                metadata.as_ref(),
-            )
-            .map(|_| ())
-        })
-        .await
-    }
-
-    async fn query_source(
-        &self,
-        namespace: &str,
-        source_id: &str,
-        limit: usize,
-        scope: Option<&SourceScope>,
-    ) -> Result<Vec<Chunk>, MemoryError> {
-        tinycortex::memory::tree::runtime::store::validate_namespace(namespace)
-            .map_err(MemoryError::Invalid)?;
-        let query = tinymemory_core::store::chunks::ListChunksQuery {
-            source_id: Some(source_id.to_string()),
-            source_scope: scope.map(|scope| scope.allow.iter().cloned().collect::<HashSet<_>>()),
-            limit: Some(limit),
-            exclude_dropped: true,
-            ..Default::default()
-        };
-        let chunks = blocking(self.config.clone(), "query source", move |config| {
-            tinymemory_core::store::chunks::list_chunks(config, &query)
-        })
-        .await?;
-        Self::cross(&chunks, "convert source chunks")
-    }
-
-    async fn drill_down(&self, namespace: &str, node_id: &str) -> Result<QueryResult, MemoryError> {
-        tinycortex::memory::tree::runtime::store::validate_namespace(namespace)
-            .map_err(MemoryError::Invalid)?;
-        tinycortex::memory::tree::runtime::store::validate_node_id(node_id)
-            .map_err(MemoryError::Invalid)?;
-        let namespace = namespace.trim().to_string();
-        let node_id = node_id.to_string();
-        let lookup_namespace = namespace.clone();
-        let lookup_node = node_id.clone();
-        let result = blocking(self.config.clone(), "drill down", move |config| {
-            let Some(node) = tinymemory_core::tree::tree_runtime::store::read_node(
-                config,
-                &lookup_namespace,
-                &lookup_node,
-            )?
-            else {
-                return Ok(None);
-            };
-            let children = tinymemory_core::tree::tree_runtime::store::read_children(
-                config,
-                &lookup_namespace,
-                &lookup_node,
-            )?;
-            Ok(Some((node, children)))
-        })
-        .await?
-        .ok_or_else(|| {
-            MemoryError::NotFound(format!("tree node '{node_id}' not found in '{namespace}'"))
-        })?;
-        Self::cross(&result, "convert tree drill-down")
-            .map(|(node, children)| QueryResult { node, children })
-    }
-
-    async fn seal(&self, namespace: &str) -> Result<TreeStatus, MemoryError> {
-        tinycortex::memory::tree::runtime::store::validate_namespace(namespace)
-            .map_err(MemoryError::Invalid)?;
-        let namespace = namespace.trim().to_string();
-        let read_namespace = namespace.clone();
-        let buffered = blocking(self.config.clone(), "read tree buffer", move |config| {
-            tinymemory_core::tree::tree_runtime::store::buffer_read(config, &read_namespace)
-        })
-        .await?;
-        if !buffered.is_empty() {
-            let (model, _) = tinymemory_core::chat_host::create_chat_model_with_model_id(
-                "summarization",
-                &self.config,
-                self.config.default_temperature,
-            )
-            .map_err(|error| Self::other("create summarizer", error))?;
-            tinymemory_core::tree::tree_runtime::engine::run_summarization(
-                &self.config,
-                model.as_ref(),
-                &namespace,
-                Utc::now(),
-            )
-            .await
-            .map_err(|error| Self::other("seal tree", error))?;
-        }
-        let status = blocking(self.config.clone(), "read tree status", move |config| {
-            tinymemory_core::tree::tree_runtime::store::get_tree_status(config, &namespace)
-        })
-        .await?;
-        Self::cross(&status, "convert tree status")
-    }
-
-    async fn cascade(&self, namespace: &str) -> Result<TreeStatus, MemoryError> {
-        tinycortex::memory::tree::runtime::store::validate_namespace(namespace)
-            .map_err(MemoryError::Invalid)?;
-        let namespace = namespace.trim().to_string();
-        let read_namespace = namespace.clone();
-        let status = blocking(self.config.clone(), "read tree status", move |config| {
-            tinymemory_core::tree::tree_runtime::store::get_tree_status(config, &read_namespace)
-        })
-        .await?;
-        if status.total_nodes == 0 {
-            return Self::cross(&status, "convert tree status");
-        }
-        let (model, _) = tinymemory_core::chat_host::create_chat_model_with_model_id(
-            "summarization",
-            &self.config,
-            self.config.default_temperature,
-        )
-        .map_err(|error| Self::other("create summarizer", error))?;
-        let status = tinymemory_core::tree::tree_runtime::engine::rebuild_tree(
-            &self.config,
-            model.as_ref(),
-            &namespace,
-        )
-        .await
-        .map_err(|error| Self::other("cascade tree", error))?;
-        Self::cross(&status, "convert tree status")
-    }
-}
-
-#[async_trait]
-impl MemoryEntities for ModuleMemoryProvider {
-    async fn entities(
-        &self,
-        namespace: &str,
-        query: Option<&str>,
-        limit: usize,
-    ) -> Result<Vec<EntityHit>, MemoryError> {
-        let namespace = namespace.to_string();
-        let query_namespace = namespace.clone();
-        let query = query.map(str::to_string);
-        let rows = blocking(
-            self.config.clone(),
-            "list namespace entities",
-            move |config| {
-                tinymemory_core::store::entities::namespace_entities(
-                    config,
-                    &query_namespace,
-                    query.as_deref(),
-                    limit,
-                )
-            },
-        )
-        .await?
-        .into_iter()
-        .map(|hit| (hit.id, hit.kind, hit.name, hit.mentions))
-        .collect::<Vec<_>>();
-
-        let config = self.config.clone();
-        blocking(config, "attach entity hotness", move |config| {
-            Ok(rows
-                .into_iter()
-                .map(|(id, kind, name, mentions)| {
-                    let hotness_key = format!("{namespace}:{id}");
-                    let hotness = tinymemory_core::store::trees::hotness::get(config, &hotness_key)
-                        .ok()
-                        .flatten()
-                        .map_or(0.0, |counters| {
-                            f64::from(
-                                tinymemory_core::tree_policy::TreePolicy::topic().topic_hotness(
-                                    &id,
-                                    &counters.stats(),
-                                    Utc::now().timestamp_millis(),
-                                ),
-                            )
-                        });
-                    EntityHit {
-                        entity: EntityRef { id, kind, name },
-                        hotness,
-                        mentions,
-                    }
-                })
-                .collect())
-        })
-        .await
-    }
-
-    async fn entity_edges(
-        &self,
-        namespace: &str,
-        entity_id: &str,
-        limit: usize,
-    ) -> Result<Vec<GraphRelationRecord>, MemoryError> {
-        let subject = entity_id.to_string();
-        let lookup = subject.clone();
-        let namespace = namespace.to_string();
-        let query_namespace = namespace.clone();
-        let neighbours = blocking(self.config.clone(), "read entity edges", move |config| {
-            tinymemory_core::store::entities::namespace_entity_edges(
-                config,
-                &query_namespace,
-                &lookup,
-                limit,
-            )
-        })
-        .await?;
-        Ok(neighbours
-            .into_iter()
-            .map(|(object, weight)| GraphRelationRecord {
-                namespace: Some(namespace.clone()),
-                subject: subject.clone(),
-                predicate: "co_occurs_with".to_string(),
-                object,
-                attrs: serde_json::Value::Null,
-                updated_at: 0.0,
-                evidence_count: weight,
-                order_index: None,
-                document_ids: Vec::new(),
-                chunk_ids: Vec::new(),
-            })
-            .collect())
-    }
-
-    async fn touch_entities(
-        &self,
-        namespace: &str,
-        entity_ids: &[String],
-    ) -> Result<(), MemoryError> {
-        let entity_ids = entity_ids.to_vec();
-        let namespace = namespace.to_string();
-        blocking(self.config.clone(), "touch entities", move |config| {
-            let now = Utc::now().timestamp_millis();
-            for entity_id in entity_ids {
-                let entity_id = format!("{namespace}:{entity_id}");
-                let mut counters =
-                    tinymemory_core::store::trees::hotness::get_or_fresh(config, &entity_id)?;
-                counters.mention_count_30d = counters.mention_count_30d.saturating_add(1);
-                counters.last_seen_ms = Some(now);
-                counters.last_updated_ms = now;
-                tinymemory_core::store::trees::hotness::upsert(config, &counters)?;
-            }
-            Ok(())
-        })
-        .await
-    }
-}
-
-#[async_trait]
-impl MemoryDiff for ModuleMemoryProvider {
-    async fn capture_snapshot(&self, source_id: &str) -> Result<SnapshotRef, MemoryError> {
-        let source = tinymemory_core::sources::registry::decode_memory_sources(&self.config)
-            .into_iter()
-            .find(|source| source.id == source_id)
-            .ok_or_else(|| MemoryError::NotFound(source_id.to_string()))?;
-        let snapshot = tinymemory_core::diff::ops::take_snapshot(
-            &source,
-            &self.config,
-            tinymemory_core::diff::SnapshotTrigger::Manual,
-        )
-        .await
-        .map_err(|error| Self::other("capture snapshot", error))?;
-        Ok(SnapshotRef {
-            id: snapshot.id,
-            source_id: snapshot.source_id,
-            label: snapshot.label,
-            item_count: snapshot.item_count,
-            taken_at_ms: snapshot.taken_at_ms,
-        })
-    }
-
-    async fn snapshots(
-        &self,
-        source_id: &str,
-        limit: usize,
-    ) -> Result<Vec<SnapshotRef>, MemoryError> {
-        let snapshots = tinymemory_core::diff::ops::list_snapshots(
-            &self.config,
-            Some(source_id),
-            u32::try_from(limit).unwrap_or(u32::MAX),
-        )
-        .await
-        .map_err(|error| Self::other("list snapshots", error))?;
-        Ok(snapshots
-            .into_iter()
-            .map(|snapshot| SnapshotRef {
-                id: snapshot.id,
-                source_id: snapshot.source_id,
-                label: snapshot.label,
-                item_count: snapshot.item_count,
-                taken_at_ms: snapshot.taken_at_ms,
-            })
-            .collect())
-    }
-
-    async fn diff(
-        &self,
-        source_id: &str,
-        from: Option<&str>,
-        to: &str,
-    ) -> Result<DiffReport, MemoryError> {
-        let result = tinymemory_core::diff::ops::compute_diff(&self.config, from, to, false)
-            .await
-            .map_err(|error| Self::other("compute diff", error))?;
-        if result.source_id != source_id {
-            return Err(MemoryError::Invalid(format!(
-                "snapshot '{to}' belongs to a different source"
-            )));
-        }
-        let changes = result
-            .changes
-            .into_iter()
-            .map(|change| SourceChange {
-                item_id: change.item_id,
-                title: change.title,
-                kind: match change.kind {
-                    tinymemory_core::diff::ChangeKind::Added => ChangeKind::Added,
-                    tinymemory_core::diff::ChangeKind::Removed => ChangeKind::Removed,
-                    tinymemory_core::diff::ChangeKind::Modified => ChangeKind::Modified,
-                },
-                old_content_hash: change.old_content_hash,
-                new_content_hash: change.new_content_hash,
-            })
-            .collect();
-        Ok(DiffReport {
-            source_id: result.source_id,
-            from_snapshot_id: result.from_snapshot_id,
-            to_snapshot_id: result.to_snapshot_id,
-            added: result.summary.added,
-            removed: result.summary.removed,
-            modified: result.summary.modified,
-            unchanged: result.summary.unchanged,
-            changes,
-        })
-    }
-}
-
-#[async_trait]
-impl MemorySourceSink for ModuleMemoryProvider {
-    async fn accept_source_items(
-        &self,
-        source_id: &str,
-        source_kind: &str,
-        items: Vec<SourceItem>,
-        taint: MemoryTaint,
-    ) -> Result<IngestOutcome, MemoryError> {
-        let namespace = format!("source:{source_id}");
-        let mut outcome = IngestOutcome::default();
-        for item in items {
-            if item.item_id.trim().is_empty() {
-                return Err(MemoryError::Invalid(
-                    "source item_id must not be empty".to_string(),
-                ));
-            }
-            let title = if item.title.trim().is_empty() {
-                item.item_id.clone()
-            } else {
-                item.title.clone()
-            };
-            let input = NamespaceDocumentInput {
-                namespace: namespace.clone(),
-                key: item.item_id,
-                title,
-                content: item.content,
-                source_type: source_kind.to_string(),
-                priority: "medium".to_string(),
-                tags: item.tags,
-                metadata: serde_json::json!({
-                    "sourceId": source_id,
-                    "sourceKind": source_kind,
-                    "url": item.url,
-                    "mime": item.mime,
-                    "updatedAtMs": item.updated_at_ms,
-                }),
-                category: "core".to_string(),
-                session_id: None,
-                document_id: None,
-                taint,
-            };
-            let input = Self::cross(&input, "convert source document")?;
-            match self.client.put_doc(input).await {
-                Ok(id) => {
-                    outcome.written = outcome.written.saturating_add(1);
-                    outcome.ids.push(id);
-                }
-                Err(_) => {
-                    outcome.skipped = outcome.skipped.saturating_add(1);
-                }
-            }
-        }
-        Ok(outcome)
-    }
-
-    async fn forget_source(&self, source_id: &str) -> Result<u64, MemoryError> {
-        let namespace = format!("source:{source_id}");
-        let listed = self
-            .client
-            .list_documents(Some(&namespace))
-            .await
-            .map_err(|error| Self::other("list source documents", error))?;
-        let documents = listed
-            .get("documents")
-            .and_then(serde_json::Value::as_array)
-            .map_or(0, Vec::len);
-        if documents > 0 {
-            self.client
-                .clear_namespace(&namespace)
-                .await
-                .map_err(|error| Self::other("clear source documents", error))?;
-        }
-        let source_id = source_id.to_string();
-        let chunks = blocking(self.config.clone(), "clear source chunks", move |config| {
-            use tinymemory_core::store::chunks::{
-                delete_chunks_by_source, delete_orphaned_source_tree, SourceKind,
-            };
-            let removed = delete_chunks_by_source(config, SourceKind::Document, &source_id)?;
-            delete_orphaned_source_tree(config, SourceKind::Document, &source_id)?;
-            Ok(removed)
-        })
-        .await?;
-        Ok(u64::try_from(documents.saturating_add(chunks)).unwrap_or(u64::MAX))
-    }
-}
-
-#[async_trait]
-impl MemoryMaintenance for ModuleMemoryProvider {
-    async fn reembed(&self) -> Result<MaintenanceReport, MemoryError> {
-        let (examined, changed) =
-            blocking(self.config.clone(), "enqueue re-embedding", move |config| {
-                let total = tinymemory_core::queue::count_total(config).unwrap_or(0);
-                let before = tinymemory_core::queue::count_by_status(
-                    config,
-                    tinymemory_core::queue::JobStatus::Ready,
-                )
-                .unwrap_or(0);
-                tinymemory_core::queue::ensure_reembed_backfill(config);
-                let after = tinymemory_core::queue::count_by_status(
-                    config,
-                    tinymemory_core::queue::JobStatus::Ready,
-                )
-                .unwrap_or(0);
-                Ok((total, after.saturating_sub(before)))
-            })
-            .await?;
-        Ok(MaintenanceReport {
-            operation: "reembed".to_string(),
-            examined,
-            changed,
-            findings: vec![format!("enqueued {changed} re-embedding job(s)")],
-        })
-    }
-
-    async fn compact(&self) -> Result<MaintenanceReport, MemoryError> {
-        let (examined, changed) =
-            blocking(self.config.clone(), "compact memory queue", move |config| {
-                Ok((
-                    tinymemory_core::queue::count_total(config).unwrap_or(0),
-                    u64::try_from(tinymemory_core::queue::recover_stale_locks(config).unwrap_or(0))
-                        .unwrap_or(u64::MAX),
-                ))
-            })
-            .await?;
-        Ok(MaintenanceReport {
-            operation: "compact".to_string(),
-            examined,
-            changed,
-            findings: vec![format!("released {changed} stale queue lock(s)")],
-        })
-    }
-
-    async fn consolidate(&self) -> Result<MaintenanceReport, MemoryError> {
-        let (examined, enqueued) = blocking(
-            self.config.clone(),
-            "enqueue consolidation",
-            move |config| {
-                Ok((
-                    tinymemory_core::queue::count_total(config).unwrap_or(0),
-                    tinymemory_core::queue::scheduler::enqueue_flush_stale_job(config)
-                        .map_err(anyhow::Error::msg)?,
-                ))
-            },
-        )
-        .await?;
-        Ok(MaintenanceReport {
-            operation: "consolidate".to_string(),
-            examined,
-            changed: u64::from(enqueued),
-            findings: vec![if enqueued {
-                "enqueued a stale-buffer flush".to_string()
-            } else {
-                "a stale-buffer flush is already queued".to_string()
-            }],
-        })
-    }
-
-    async fn doctor(&self) -> Result<MaintenanceReport, MemoryError> {
-        let report = tinymemory_core::tree::health::async_run_doctor(&self.config).await;
-        Ok(MaintenanceReport {
-            operation: "doctor".to_string(),
-            examined: report.counters.total_chunks,
-            changed: 0,
-            findings: report
-                .stages
-                .into_iter()
-                .filter(|stage| !stage.ok)
-                .map(|stage| format!("{}: {}", stage.stage, stage.note))
-                .collect(),
-        })
-    }
-}
-
-#[async_trait]
-impl MemoryProvider for ModuleMemoryProvider {
-    fn driver_id(&self) -> &str {
-        &self.driver_id
-    }
-    fn capabilities(&self) -> Capabilities {
-        Capabilities::all()
-    }
-    async fn health(&self) -> MemoryHealth {
-        if self.client.memory_handle().health_check().await {
-            MemoryHealth::Ready
-        } else {
-            MemoryHealth::down("memory store is unavailable")
-        }
-    }
-    fn as_documents(&self) -> Option<&dyn MemoryDocuments> {
-        Some(self)
-    }
-    fn as_ingest(&self) -> Option<&dyn MemoryIngest> {
-        Some(self)
-    }
-    fn as_graph(&self) -> Option<&dyn MemoryGraph> {
-        Some(self)
-    }
-    fn as_goals(&self) -> Option<&dyn MemoryGoals> {
-        Some(self)
-    }
-    fn as_tool_memory(&self) -> Option<&dyn MemoryToolMemory> {
-        Some(self)
-    }
-    fn as_tree(&self) -> Option<&dyn MemoryTree> {
-        Some(self)
-    }
-    fn as_entities(&self) -> Option<&dyn MemoryEntities> {
-        Some(self)
-    }
-    fn as_diff(&self) -> Option<&dyn MemoryDiff> {
-        Some(self)
-    }
-    fn as_sources(&self) -> Option<&dyn MemorySourceSink> {
-        Some(self)
-    }
-    fn as_maintenance(&self) -> Option<&dyn MemoryMaintenance> {
-        Some(self)
-    }
-    fn as_people(&self) -> Option<&dyn MemoryPeople> {
-        Some(self)
-    }
-    fn as_chunks(&self) -> Option<&dyn MemoryChunks> {
-        Some(self)
-    }
-    fn as_retrieval(&self) -> Option<&dyn MemoryRetrieval> {
-        Some(self)
-    }
-    fn as_profile(&self) -> Option<&dyn MemoryProfile> {
-        Some(self)
-    }
-    fn as_episodic(&self) -> Option<&dyn MemoryEpisodic> {
-        Some(self)
-    }
-}
-
-// ── People ───────────────────────────────────────────────────────────────────
-//
-// The conversions below destructure both sides exhaustively rather than
-// round-tripping through `Self::cross`. That is deliberate. `cross` is a serde
-// value round-trip, so it agrees only while the two crates' field *names* agree
-// — and they already do not: the engine's `Interaction` names its timestamp
-// `ts` where the contract names it `at`. A round-trip would compile and then
-// fail at runtime on the first call.
-//
-// Destructuring makes the opposite trade: a field added or renamed on either
-// side is a compile error here, which is the same rule
-// `tinymemory-tinycortex::convert` follows and the same reasoning that governs
-// the two copies of the contract itself.
-
-/// The engine's people store for this module's workspace.
-///
-/// `for_workspace` caches per workspace directory, so this is a map lookup
-/// after the first call rather than a database open.
-fn people_store(
-    workspace: &std::path::Path,
-) -> Result<Arc<tinycortex::memory::people::store::PeopleStore>, MemoryError> {
-    tinycortex::memory::people::store::for_workspace(workspace)
-        .map_err(|error| MemoryError::Other(anyhow::anyhow!("open people store: {error}")))
-}
-
-fn handle_to_engine(handle: &PersonHandle) -> tinycortex::memory::people::types::Handle {
-    use tinycortex::memory::people::types::Handle as EngineHandle;
-    match handle {
-        PersonHandle::IMessage(value) => EngineHandle::IMessage(value.clone()),
-        PersonHandle::Email(value) => EngineHandle::Email(value.clone()),
-        PersonHandle::DisplayName(value) => EngineHandle::DisplayName(value.clone()),
-    }
-}
-
-fn handle_to_contract(handle: tinycortex::memory::people::types::Handle) -> PersonHandle {
-    use tinycortex::memory::people::types::Handle as EngineHandle;
-    match handle {
-        EngineHandle::IMessage(value) => PersonHandle::IMessage(value),
-        EngineHandle::Email(value) => PersonHandle::Email(value),
-        EngineHandle::DisplayName(value) => PersonHandle::DisplayName(value),
-    }
-}
-
-fn person_to_contract(person: tinycortex::memory::people::types::Person) -> PersonRecord {
-    let tinycortex::memory::people::types::Person {
-        id,
-        display_name,
-        primary_email,
-        primary_phone,
-        handles,
-        created_at,
-        updated_at,
-    } = person;
-    PersonRecord {
-        id: id.to_string(),
-        display_name,
-        primary_email,
-        primary_phone,
-        handles: handles.into_iter().map(handle_to_contract).collect(),
-        created_at: created_at.to_rfc3339(),
-        updated_at: updated_at.to_rfc3339(),
-    }
-}
-
-fn score_to_contract(
-    score: tinycortex::memory::people::types::ScoreComponents,
-    interaction_count: usize,
-) -> PersonScore {
-    let tinycortex::memory::people::types::ScoreComponents {
-        recency,
-        frequency,
-        reciprocity,
-        depth,
-        score,
-    } = score;
-    PersonScore {
-        recency,
-        frequency,
-        reciprocity,
-        depth,
-        score,
-        interaction_count,
-    }
-}
-
-/// Parse a caller-supplied person id.
-///
-/// `PersonRef` is opaque to the caller by contract, so an unparseable one is a
-/// caller mistake — `Invalid`, not `NotFound`. Reporting `NotFound` would tell
-/// a caller the id was well-formed but absent, which would send them looking
-/// for a deleted person rather than at the id they built.
-fn parse_person_id(
-    person_id: &str,
-) -> Result<tinycortex::memory::people::types::PersonId, MemoryError> {
-    person_id
-        .parse::<uuid::Uuid>()
-        .map(tinycortex::memory::people::types::PersonId)
-        .map_err(|_| MemoryError::Invalid(format!("malformed person id: {person_id}")))
-}
-
-#[async_trait]
-impl MemoryPeople for ModuleMemoryProvider {
-    async fn list_people(&self, limit: Option<usize>) -> Result<Vec<RankedPerson>, MemoryError> {
-        let store = people_store(&self.config.workspace_dir)?;
-        let people = store
-            .list()
-            .await
-            .map_err(|error| Self::other("list people", error))?;
-
-        let ids: Vec<_> = people.iter().map(|person| person.id).collect();
-        let interactions = store
-            .batch_interactions_for(&ids)
-            .await
-            .map_err(|error| Self::other("load interactions", error))?;
-
-        let now = Utc::now();
-        let mut ranked: Vec<RankedPerson> = people
-            .into_iter()
-            .map(|person| {
-                let observed = interactions.get(&person.id).map_or(&[][..], Vec::as_slice);
-                let closeness = tinycortex::memory::people::scorer::score(observed, now);
-                RankedPerson {
-                    person: person_to_contract(person),
-                    score: score_to_contract(closeness, observed.len()),
-                }
-            })
-            .collect();
-
-        // Descending by composite score. `total_cmp` rather than `partial_cmp`:
-        // a NaN from a degenerate score would make `partial_cmp` return `None`,
-        // and an ordering that is not total is undefined behaviour's
-        // well-behaved cousin — `sort_by` may panic or produce garbage order.
-        ranked.sort_by(|a, b| b.score.score.total_cmp(&a.score.score));
-        if let Some(limit) = limit {
-            ranked.truncate(limit);
-        }
-        Ok(ranked)
-    }
-
-    async fn get_person(&self, person_id: &str) -> Result<Option<PersonRecord>, MemoryError> {
-        let store = people_store(&self.config.workspace_dir)?;
-        let id = parse_person_id(person_id)?;
-        Ok(store
-            .get(id)
-            .await
-            .map_err(|error| Self::other("get person", error))?
-            .map(person_to_contract))
-    }
-
-    async fn resolve_handle(
-        &self,
-        handle: &PersonHandle,
-        create_if_missing: bool,
-    ) -> Result<Option<ResolvedPerson>, MemoryError> {
-        let store = people_store(&self.config.workspace_dir)?;
-        let resolver = tinycortex::memory::people::resolver::HandleResolver::new(&store);
-        let engine_handle = handle_to_engine(handle);
-
-        if create_if_missing {
-            let (id, created) = resolver
-                .resolve_or_create_with_status(&engine_handle)
-                .await
-                .map_err(|error| Self::other("resolve or create handle", error))?;
-            return Ok(Some(ResolvedPerson {
-                id: id.to_string(),
-                created,
-            }));
-        }
-
-        Ok(resolver
-            .resolve(&engine_handle)
-            .await
-            .map_err(|error| Self::other("resolve handle", error))?
-            .map(|id| ResolvedPerson {
-                id: id.to_string(),
-                created: false,
-            }))
-    }
-
-    async fn add_handle_alias(
-        &self,
-        person_id: &str,
-        handle: &PersonHandle,
-    ) -> Result<(), MemoryError> {
-        let store = people_store(&self.config.workspace_dir)?;
-        let id = parse_person_id(person_id)?;
-        if store
-            .get(id)
-            .await
-            .map_err(|error| Self::other("look up person", error))?
-            .is_none()
-        {
-            return Err(MemoryError::NotFound(format!("person {person_id}")));
-        }
-        store
-            .add_alias(id, handle_to_engine(handle).canonicalize())
-            .await
-            .map_err(|error| Self::other("add handle alias", error))
-    }
-
-    async fn score_person(&self, person_id: &str) -> Result<Option<PersonScore>, MemoryError> {
-        let store = people_store(&self.config.workspace_dir)?;
-        let id = parse_person_id(person_id)?;
-        if store
-            .get(id)
-            .await
-            .map_err(|error| Self::other("look up person", error))?
-            .is_none()
-        {
-            return Ok(None);
-        }
-        let interactions = store
-            .interactions_for(id)
-            .await
-            .map_err(|error| Self::other("load interactions", error))?;
-        Ok(Some(score_to_contract(
-            tinycortex::memory::people::scorer::score(&interactions, Utc::now()),
-            interactions.len(),
-        )))
-    }
-
-    async fn record_interaction(&self, interaction: &PersonInteraction) -> Result<(), MemoryError> {
-        let store = people_store(&self.config.workspace_dir)?;
-        let PersonInteraction {
-            person_id,
-            at,
-            is_outbound,
-            length,
-        } = interaction;
-        let id = parse_person_id(person_id)?;
-        let ts = chrono::DateTime::parse_from_rfc3339(at)
-            .map_err(|error| MemoryError::Invalid(format!("malformed interaction time: {error}")))?
-            .with_timezone(&Utc);
-        if store
-            .get(id)
-            .await
-            .map_err(|error| Self::other("look up person", error))?
-            .is_none()
-        {
-            return Err(MemoryError::NotFound(format!("person {person_id}")));
-        }
-        store
-            .record_interaction(tinycortex::memory::people::types::Interaction {
-                person_id: id,
-                ts,
-                is_outbound: *is_outbound,
-                length: *length,
-            })
-            .await
-            .map_err(|error| Self::other("record interaction", error))
-    }
-
-    async fn seed_from_address_book(&self) -> Result<AddressBookSeedOutcome, MemoryError> {
-        let store = people_store(&self.config.workspace_dir)?;
-        let resolver = tinycortex::memory::people::resolver::HandleResolver::new(&store);
-        let source = tinycortex::memory::people::address_book::SystemContactsSource;
-        let (seeded, skipped) = resolver
-            .seed_from_address_book(&source)
-            .await
-            .map_err(|error| Self::other("seed from address book", error))?;
-        Ok(AddressBookSeedOutcome { seeded, skipped })
-    }
-}
-
-// ── Chunks and Retrieval ─────────────────────────────────────────────────────
-//
-// Both families take the source scope as an **argument** and never read the
-// ambient one. `tinymemory_core`'s in-process entry points resolve it from a
-// task-local, which the host sets on its own side of the bus — it is simply not
-// present in this process. Reading it here would yield `None`, and `None` means
-// *unrestricted*, so a per-profile source gate would fail open. That is why the
-// `*_scoped` variants exist and why these call them.
-
-/// Convert a contract scope into the engine's allowlist form.
-fn scope_to_engine(scope: Option<&SourceScope>) -> Option<HashSet<String>> {
-    scope.map(|scope| scope.allow.iter().cloned().collect())
-}
-
-#[async_trait]
-impl MemoryChunks for ModuleMemoryProvider {
-    async fn list_chunks(
-        &self,
-        query: &ChunkQuery,
-        scope: Option<&SourceScope>,
-    ) -> Result<Vec<Chunk>, MemoryError> {
-        let ChunkQuery {
-            source_kind,
-            source_id,
-            owner,
-            since_ms,
-            until_ms,
-            limit,
-            offset,
-            exclude_dropped,
-        } = query.clone();
-        let engine_query = tinymemory_core::store::chunks::ListChunksQuery {
-            source_kind: source_kind
-                .map(|kind| Self::cross(&kind, "convert source kind"))
-                .transpose()?,
-            source_id,
-            owner,
-            since_ms,
-            until_ms,
-            limit,
-            offset,
-            source_scope: scope_to_engine(scope),
-            exclude_dropped,
-        };
-        let chunks = blocking(self.config.clone(), "list chunks", move |config| {
-            tinymemory_core::store::chunks::list_chunks(config, &engine_query)
-        })
-        .await?;
-        Self::cross(&chunks, "convert chunks")
-    }
-
-    async fn get_chunk(&self, chunk_id: &str) -> Result<Option<Chunk>, MemoryError> {
-        let id = chunk_id.to_string();
-        let chunk = blocking(self.config.clone(), "get chunk", move |config| {
-            tinymemory_core::store::chunks::get_chunk(config, &id)
-        })
-        .await?;
-        match chunk {
-            Some(chunk) => Ok(Some(Self::cross(&chunk, "convert chunk")?)),
-            None => Ok(None),
-        }
-    }
-
-    async fn chunk_detail(&self, chunk_id: &str) -> Result<Option<ChunkDetail>, MemoryError> {
-        let id = chunk_id.to_string();
-        let detail = blocking(self.config.clone(), "chunk detail", move |config| {
-            let Some(chunk) = tinymemory_core::store::chunks::get_chunk(config, &id)? else {
-                return Ok(None);
-            };
-            // The vault read is best-effort: a missing body is reported as
-            // `None` so the caller can fall back to the row's own content,
-            // rather than failing the whole detail view over a preview.
-            let body = tinymemory_core::store::content::read::read_chunk_body(config, &id).ok();
-            let has_embedding =
-                tinymemory_core::store::chunks::get_chunk_embedding(config, &id)?.is_some();
-            let lifecycle_status =
-                tinymemory_core::store::chunks::get_chunk_lifecycle_status(config, &id)?;
-            let content_path = tinymemory_core::store::chunks::get_chunk_content_path(config, &id)?;
-            Ok(Some((
-                chunk,
-                body,
-                has_embedding,
-                lifecycle_status,
-                content_path,
-            )))
-        })
-        .await?;
-
-        let Some((chunk, body, has_embedding, lifecycle_status, content_path)) = detail else {
-            return Ok(None);
-        };
-        Ok(Some(ChunkDetail {
-            chunk: Self::cross(&chunk, "convert chunk")?,
-            body,
-            content_path,
-            lifecycle_status,
-            has_embedding,
-        }))
-    }
-
-    async fn storage_kinds(&self) -> Result<Vec<String>, MemoryError> {
-        Ok(tinymemory_core::store::MemoryKind::ALL
-            .iter()
-            .map(|kind| kind.as_str().to_string())
-            .collect())
-    }
-
-    async fn chunk_embeddings(
-        &self,
-        chunk_ids: &[String],
-        model_signature: &str,
-    ) -> Result<Vec<ChunkEmbedding>, MemoryError> {
-        let ids = chunk_ids.to_vec();
-        let signature = model_signature.to_string();
-        let vectors = blocking(
-            self.config.clone(),
-            "load chunk embeddings",
-            move |config| {
-                tinymemory_core::store::chunks::get_chunk_embeddings_for_signature_batch(
-                    config, &ids, &signature,
-                )
-            },
-        )
-        .await?;
-        // Sorted so the response is deterministic: the engine returns a
-        // `HashMap`, whose iteration order varies per process and would make an
-        // otherwise-identical call return a differently-ordered list.
-        let mut embeddings: Vec<ChunkEmbedding> = vectors
-            .into_iter()
-            .map(|(chunk_id, vector)| ChunkEmbedding { chunk_id, vector })
-            .collect();
-        embeddings.sort_by(|a, b| a.chunk_id.cmp(&b.chunk_id));
-        Ok(embeddings)
-    }
-}
-
-#[async_trait]
-impl MemoryRetrieval for ModuleMemoryProvider {
-    async fn fast_retrieve(
-        &self,
-        query: &str,
-        options: FastRetrieveQuery,
-        scope: Option<&SourceScope>,
-    ) -> Result<RetrievalResponse, MemoryError> {
-        if query.trim().is_empty() {
-            return Err(MemoryError::Invalid("query must not be empty".to_string()));
-        }
-        let engine_options = tinymemory_core::tree::retrieval::FastRetrieveOptions {
-            limit: options.limit,
-            max_hops: options.max_hops,
-            time_window_days: options.time_window_days,
-        };
-        let response = tinymemory_core::tree::retrieval::fast_retrieve_scoped(
-            &self.config,
-            query,
-            engine_options,
-            scope_to_engine(scope),
-        )
-        .await
-        .map_err(|error| Self::other("fast retrieve", error))?;
-        Self::cross(&response, "convert retrieval response")
-    }
-
-    async fn cover_window(
-        &self,
-        window: &CoverWindowQuery,
-        scope: Option<&SourceScope>,
-    ) -> Result<RetrievalResponse, MemoryError> {
-        let CoverWindowQuery {
-            since_ms,
-            until_ms,
-            source_id,
-            source_kind,
-            limit,
-        } = window.clone();
-        let engine_kind = source_kind
-            .map(|kind| Self::cross(&kind, "convert source kind"))
-            .transpose()?;
-        let response = tinymemory_core::tree::retrieval::cover_window_scoped(
-            &self.config,
-            since_ms,
-            until_ms,
-            source_id.as_deref(),
-            engine_kind,
-            // 0 is the engine's "no caller preference" sentinel, not a request
-            // for zero rows: `cover_window_scoped` substitutes its own
-            // DEFAULT_LIMIT for it. Mapping `None` to 0 therefore asks for the
-            // default, which is what an absent limit means.
-            limit.unwrap_or(0),
-            scope_to_engine(scope),
-        )
-        .await
-        .map_err(|error| Self::other("cover window", error))?;
-        Self::cross(&response, "convert retrieval response")
-    }
-
-    async fn retrieve_source(
-        &self,
-        query: &SourceRetrievalQuery,
-        scope: Option<&SourceScope>,
-    ) -> Result<RetrievalResponse, MemoryError> {
-        let SourceRetrievalQuery {
-            source_id,
-            source_kind,
-            time_window_days,
-            query: text,
-            limit,
-        } = query.clone();
-        let engine_kind = source_kind
-            .map(|kind| Self::cross(&kind, "convert source kind"))
-            .transpose()?;
-        let response = tinymemory_core::tree::retrieval::source::query_source_scoped(
-            &self.config,
-            tinymemory_core::tree::retrieval::source::SourceQuery {
-                source_id: source_id.as_deref(),
-                source_kind: engine_kind,
-                time_window_days,
-                query: text.as_deref(),
-                limit,
-            },
-            scope_to_engine(scope),
-        )
-        .await
-        .map_err(|error| Self::other("retrieve source", error))?;
-        Self::cross(&response, "convert retrieval response")
-    }
-
-    async fn retrieve_children(
-        &self,
-        node_id: &str,
-        max_depth: u32,
-        query: Option<&str>,
-        limit: Option<usize>,
-        scope: Option<&SourceScope>,
-    ) -> Result<Vec<RetrievalHit>, MemoryError> {
-        let hits = tinymemory_core::tree::retrieval::drill_down::drill_down_scoped(
-            &self.config,
-            node_id,
-            max_depth,
-            query,
-            limit,
-            scope_to_engine(scope),
-        )
-        .await
-        .map_err(|error| Self::other("drill down", error))?;
-        Self::cross(&hits, "convert retrieval hits")
-    }
-
-    async fn retrieve_leaves(
-        &self,
-        chunk_ids: &[String],
-        scope: Option<&SourceScope>,
-    ) -> Result<Vec<RetrievalHit>, MemoryError> {
-        let hits = tinymemory_core::tree::retrieval::fetch::fetch_leaves_scoped(
-            &self.config,
-            chunk_ids,
-            scope_to_engine(scope),
-        )
-        .await
-        .map_err(|error| Self::other("fetch leaves", error))?;
-        Self::cross(&hits, "convert retrieval hits")
-    }
-
-    async fn recall_namespace_scored(
-        &self,
-        namespace: &str,
-        query: &str,
-        limit: usize,
-        exclude_session_id: Option<&str>,
-    ) -> Result<Vec<NamespaceMemoryHit>, MemoryError> {
-        let hits = self
-            .client
-            .unified_handle()
-            .query_namespace_hits_excluding_session(
-                namespace,
-                query,
-                u32::try_from(limit).unwrap_or(u32::MAX),
-                exclude_session_id,
-            )
-            .await
-            .map_err(|error| Self::other("recall namespace scored", error))?;
-        Self::cross(&hits, "convert namespace hits")
-    }
-
-    async fn search_entities(
-        &self,
-        query: &str,
-        kinds: Option<&[String]>,
-        limit: usize,
-    ) -> Result<Vec<EntityMatch>, MemoryError> {
-        // Request kinds are validated, unlike response kinds which pass through
-        // as an open vocabulary. An unknown filter that silently matched nothing
-        // would be indistinguishable from a genuine empty result.
-        let engine_kinds = match kinds {
-            Some(kinds) => Some(
-                kinds
-                    .iter()
-                    .map(|kind| {
-                        tinymemory_core::tree::score::extract::EntityKind::parse(kind).map_err(
-                            |_| MemoryError::Invalid(format!("unknown entity kind: {kind}")),
-                        )
-                    })
-                    .collect::<Result<Vec<_>, MemoryError>>()?,
-            ),
-            None => None,
-        };
-        let matches = tinymemory_core::tree::retrieval::search_entities(
-            &self.config,
-            query,
-            engine_kinds,
-            limit,
-        )
-        .await
-        .map_err(|error| Self::other("search entities", error))?;
-        Self::cross(&matches, "convert entity matches")
-    }
-}
-
-// ── Profile ──────────────────────────────────────────────────────────────────
-//
-// `ProfileStore`'s methods are synchronous and hold a `parking_lot::Mutex`
-// across a SQLite call, so each one goes through `spawn_blocking` rather than
-// being awaited on the runtime thread. The store is cheap to obtain — it is a
-// handle over the client's connection, not an open — so it is fetched inside
-// the blocking closure rather than held across an await.
-
-fn facet_type_to_engine(
-    facet_type: FacetType,
-) -> tinymemory_core::store::namespace_store::profile::FacetType {
-    use tinymemory_core::store::namespace_store::profile::FacetType as Engine;
-    match facet_type {
-        FacetType::Preference => Engine::Preference,
-        FacetType::Workflow => Engine::Workflow,
-        FacetType::Role => Engine::Role,
-        FacetType::Personality => Engine::Personality,
-        FacetType::Context => Engine::Context,
-    }
-}
-
-#[async_trait]
-impl MemoryProfile for ModuleMemoryProvider {
-    async fn list_active_facets(&self) -> Result<Vec<ProfileFacet>, MemoryError> {
-        let client = Arc::clone(&self.client);
-        let facets = tokio::task::spawn_blocking(move || client.profile_store().list_active())
-            .await
-            .map_err(|e| Self::other("join list_active_facets", e))?
-            .map_err(|e| Self::other("list_active_facets", e))?;
-        Self::cross(&facets, "convert facets")
-    }
-
-    async fn list_all_facets(&self) -> Result<Vec<ProfileFacet>, MemoryError> {
-        let client = Arc::clone(&self.client);
-        let facets = tokio::task::spawn_blocking(move || client.profile_store().list_all())
-            .await
-            .map_err(|e| Self::other("join list_all_facets", e))?
-            .map_err(|e| Self::other("list_all_facets", e))?;
-        Self::cross(&facets, "convert facets")
-    }
-
-    async fn get_facet(&self, key: &str) -> Result<Option<ProfileFacet>, MemoryError> {
-        let client = Arc::clone(&self.client);
-        let key = key.to_string();
-        let facet = tokio::task::spawn_blocking(move || client.profile_store().get(&key))
-            .await
-            .map_err(|e| Self::other("join get_facet", e))?
-            .map_err(|e| Self::other("get_facet", e))?;
-        match facet {
-            Some(facet) => Ok(Some(Self::cross(&facet, "convert facet")?)),
-            None => Ok(None),
-        }
-    }
-
-    async fn facets_by_type(
-        &self,
-        facet_type: FacetType,
-    ) -> Result<Vec<ProfileFacet>, MemoryError> {
-        let client = Arc::clone(&self.client);
-        let engine = facet_type_to_engine(facet_type);
-        let facets =
-            tokio::task::spawn_blocking(move || client.profile_store().facets_by_type(&engine))
-                .await
-                .map_err(|e| Self::other("join facets_by_type", e))?
-                .map_err(|e| Self::other("facets_by_type", e))?;
-        Self::cross(&facets, "convert facets")
-    }
-
-    async fn upsert_facet(&self, facet: &ProfileFacet) -> Result<(), MemoryError> {
-        let client = Arc::clone(&self.client);
-        let engine: tinymemory_core::store::namespace_store::profile::ProfileFacet =
-            Self::cross(facet, "convert facet")?;
-        tokio::task::spawn_blocking(move || client.profile_store().upsert_full(&engine))
-            .await
-            .map_err(|e| Self::other("join upsert_facet", e))?
-            .map_err(|e| Self::other("upsert_facet", e))
-    }
-
-    async fn upsert_provider_facet(
-        &self,
-        facet_id: &str,
-        facet_type: FacetType,
-        key: &str,
-        value: &str,
-        confidence: f64,
-        segment_id: Option<&str>,
-        observed_at: f64,
-    ) -> Result<(), MemoryError> {
-        let client = Arc::clone(&self.client);
-        let engine = facet_type_to_engine(facet_type);
-        let (facet_id, key, value) = (facet_id.to_string(), key.to_string(), value.to_string());
-        let segment_id = segment_id.map(str::to_string);
-        tokio::task::spawn_blocking(move || {
-            client.profile_store().upsert_provider_facet(
-                &facet_id,
-                &engine,
-                &key,
-                &value,
-                confidence,
-                segment_id.as_deref(),
-                observed_at,
-            )
-        })
-        .await
-        .map_err(|e| Self::other("join upsert_provider_facet", e))?
-        .map_err(|e| Self::other("upsert_provider_facet", e))
-    }
-
-    async fn set_facet_user_state(
-        &self,
-        key: &str,
-        user_state: UserState,
-    ) -> Result<bool, MemoryError> {
-        use tinymemory_core::store::namespace_store::profile::UserState as Engine;
-        let client = Arc::clone(&self.client);
-        let key = key.to_string();
-        let engine = match user_state {
-            UserState::Auto => Engine::Auto,
-            UserState::Pinned => Engine::Pinned,
-            UserState::Forgotten => Engine::Forgotten,
-        };
-        tokio::task::spawn_blocking(move || client.profile_store().set_user_state(&key, engine))
-            .await
-            .map_err(|e| Self::other("join set_facet_user_state", e))?
-            .map_err(|e| Self::other("set_facet_user_state", e))
-    }
-
-    async fn delete_facet(&self, key: &str) -> Result<bool, MemoryError> {
-        let client = Arc::clone(&self.client);
-        let key = key.to_string();
-        tokio::task::spawn_blocking(move || client.profile_store().delete(&key))
-            .await
-            .map_err(|e| Self::other("join delete_facet", e))?
-            .map_err(|e| Self::other("delete_facet", e))
-    }
-
-    async fn delete_facet_by_id(&self, facet_id: &str) -> Result<bool, MemoryError> {
-        let client = Arc::clone(&self.client);
-        let facet_id = facet_id.to_string();
-        tokio::task::spawn_blocking(move || client.profile_store().delete_by_facet_id(&facet_id))
-            .await
-            .map_err(|e| Self::other("join delete_facet_by_id", e))?
-            .map_err(|e| Self::other("delete_facet_by_id", e))
-    }
-
-    async fn drop_facets_below(&self, threshold: f64) -> Result<usize, MemoryError> {
-        let client = Arc::clone(&self.client);
-        tokio::task::spawn_blocking(move || client.profile_store().drop_below_threshold(threshold))
-            .await
-            .map_err(|e| Self::other("join drop_facets_below", e))?
-            .map_err(|e| Self::other("drop_facets_below", e))
-    }
-
-    async fn workflow_identity_matches(&self, key_pattern: &str, canonical_value: &str) -> bool {
-        let client = Arc::clone(&self.client);
-        let (pattern, value) = (key_pattern.to_string(), canonical_value.to_string());
-        tokio::task::spawn_blocking(move || {
-            client
-                .profile_store()
-                .skill_identity_matches(&pattern, &value)
-        })
-        .await
-        // A join failure reads as "no", like every other error on this
-        // predicate — see the trait docs. But it is logged first: the two
-        // cases behind it are a cancelled task and a panic inside
-        // `skill_identity_matches`, and a panic is a defect. Answering a bare
-        // `false` would make that defect look exactly like a legitimate
-        // non-match, which is the one reading that guarantees nobody
-        // investigates it.
-        .inspect_err(|error| {
-            log::error!(
-                "[tinymemory:module] workflow_identity_matches join failed, answering false: \
-                 {error}"
-            );
-        })
-        .unwrap_or(false)
-    }
-}
-
-/// Episodic capture: the turn-by-turn record and its segment lifecycle.
-///
-/// Every method hops to `spawn_blocking` for the same reason the profile family
-/// does — these are synchronous `rusqlite` calls behind a `parking_lot::Mutex`,
-/// and blocking a tinybus executor thread on a database lock would stall every
-/// other call the module is serving.
-///
-/// The boundary-detection and summary-composition halves of the archivist are
-/// **not** here: they touch no database and are host policy. See the family's
-/// contract docs.
-#[async_trait]
-impl MemoryEpisodic for ModuleMemoryProvider {
-    async fn insert_turn(&self, turn: &EpisodicTurn) -> Result<i64, MemoryError> {
-        let conn = self.client.profile_conn();
-        let entry = tinymemory_core::store::fts5::EpisodicEntry {
-            id: None,
-            session_id: turn.session_id.clone(),
-            timestamp: turn.timestamp,
-            role: turn.role.clone(),
-            content: turn.content.clone(),
-            lesson: turn.lesson.clone(),
-            tool_calls_json: turn.tool_calls_json.clone(),
-            // The contract carries this signed because a cost is a plain number
-            // on the wire; the engine column is unsigned. A negative value is
-            // not meaningful, so it clamps rather than wrapping.
-            cost_microdollars: u64::try_from(turn.cost_microdollars).unwrap_or(0),
-        };
-        tokio::task::spawn_blocking(move || {
-            tinymemory_core::store::fts5::episodic_insert(&conn, &entry)
-        })
-        .await
-        .map_err(|e| Self::other("join insert_turn", e))?
-        .map_err(|e| Self::other("insert_turn", e))
-    }
-
-    async fn session_turns(&self, session_id: &str) -> Result<Vec<EpisodicTurn>, MemoryError> {
-        let conn = self.client.profile_conn();
-        let session_id = session_id.to_string();
-        let entries = tokio::task::spawn_blocking(move || {
-            tinymemory_core::store::fts5::episodic_session_entries(&conn, &session_id)
-        })
-        .await
-        .map_err(|e| Self::other("join session_turns", e))?
-        .map_err(|e| Self::other("session_turns", e))?;
-        Ok(entries.into_iter().map(episodic_to_contract).collect())
-    }
-
-    async fn open_segment(
-        &self,
-        session_id: &str,
-    ) -> Result<Option<ConversationSegment>, MemoryError> {
-        let conn = self.client.profile_conn();
-        let session_id = session_id.to_string();
-        let segment = tokio::task::spawn_blocking(move || {
-            tinymemory_core::store::segments::open_segment_for_session(&conn, &session_id)
-        })
-        .await
-        .map_err(|e| Self::other("join open_segment", e))?
-        .map_err(|e| Self::other("open_segment", e))?;
-        Ok(segment.map(segment_to_contract))
-    }
-
-    async fn create_segment(
-        &self,
-        segment_id: &str,
-        session_id: &str,
-        namespace: &str,
-        start_episodic_id: i64,
-        start_timestamp: f64,
-        now: f64,
-    ) -> Result<(), MemoryError> {
-        let conn = self.client.profile_conn();
-        let (segment_id, session_id, namespace) = (
-            segment_id.to_string(),
-            session_id.to_string(),
-            namespace.to_string(),
-        );
-        tokio::task::spawn_blocking(move || {
-            tinymemory_core::store::segments::segment_create(
-                &conn,
-                &segment_id,
-                &session_id,
-                &namespace,
-                start_episodic_id,
-                // Per-session seq numbering is the archivist store's, and it is
-                // not part of this contract; legacy rows carry `None` too.
-                None,
-                start_timestamp,
-                now,
-            )
-        })
-        .await
-        .map_err(|e| Self::other("join create_segment", e))?
-        .map_err(|e| Self::other("create_segment", e))
-    }
-
-    async fn append_turn(
-        &self,
-        segment_id: &str,
-        episodic_id: i64,
-        timestamp: f64,
-        now: f64,
-    ) -> Result<(), MemoryError> {
-        let conn = self.client.profile_conn();
-        let segment_id = segment_id.to_string();
-        tokio::task::spawn_blocking(move || {
-            tinymemory_core::store::segments::segment_append_turn(
-                &conn,
-                &segment_id,
-                episodic_id,
-                None,
-                timestamp,
-                now,
-            )
-        })
-        .await
-        .map_err(|e| Self::other("join append_turn", e))?
-        .map_err(|e| Self::other("append_turn", e))
-    }
-
-    async fn close_segment(&self, segment_id: &str, now: f64) -> Result<(), MemoryError> {
-        let conn = self.client.profile_conn();
-        let segment_id = segment_id.to_string();
-        tokio::task::spawn_blocking(move || {
-            tinymemory_core::store::segments::segment_close(&conn, &segment_id, now)
-        })
-        .await
-        .map_err(|e| Self::other("join close_segment", e))?
-        .map_err(|e| Self::other("close_segment", e))
-    }
-
-    async fn set_segment_summary(
-        &self,
-        segment_id: &str,
-        summary: &str,
-        now: f64,
-    ) -> Result<(), MemoryError> {
-        let conn = self.client.profile_conn();
-        let (segment_id, summary) = (segment_id.to_string(), summary.to_string());
-        tokio::task::spawn_blocking(move || {
-            tinymemory_core::store::segments::segment_set_summary(&conn, &segment_id, &summary, now)
-        })
-        .await
-        .map_err(|e| Self::other("join set_segment_summary", e))?
-        .map_err(|e| Self::other("set_segment_summary", e))
-    }
-
-    async fn upsert_segment_embedding(
-        &self,
-        segment_id: &str,
-        model_signature: &str,
-        embedding: &[f32],
-        created_at: f64,
-    ) -> Result<(), MemoryError> {
-        let conn = self.client.profile_conn();
-        let (segment_id, model_signature) = (segment_id.to_string(), model_signature.to_string());
-        let embedding = embedding.to_vec();
-        tokio::task::spawn_blocking(move || {
-            tinymemory_core::store::segments::segment_embedding_upsert(
-                &conn,
-                &segment_id,
-                &model_signature,
-                &embedding,
-                created_at,
-            )
-        })
-        .await
-        .map_err(|e| Self::other("join upsert_segment_embedding", e))?
-        .map_err(|e| Self::other("upsert_segment_embedding", e))
-    }
-}
-
-/// Engine episodic row -> contract turn.
-fn episodic_to_contract(entry: tinymemory_core::store::fts5::EpisodicEntry) -> EpisodicTurn {
-    EpisodicTurn {
-        id: entry.id,
-        session_id: entry.session_id,
-        timestamp: entry.timestamp,
-        role: entry.role,
-        content: entry.content,
-        lesson: entry.lesson,
-        tool_calls_json: entry.tool_calls_json,
-        cost_microdollars: i64::try_from(entry.cost_microdollars).unwrap_or(i64::MAX),
-    }
-}
-
-/// Engine segment row -> contract segment.
-///
-/// Written out rather than derived: the engine row carries several fields the
-/// contract deliberately does not expose (`topic_keywords`, the seq numbers,
-/// `created_at`), and a blanket conversion would quietly start shipping them if
-/// the contract ever grew a matching name.
-fn segment_to_contract(
-    segment: tinymemory_core::store::segments::ConversationSegment,
-) -> ConversationSegment {
-    use tinymemory_core::store::segments::SegmentStatus;
-    ConversationSegment {
-        segment_id: segment.segment_id,
-        session_id: segment.session_id,
-        namespace: segment.namespace,
-        start_episodic_id: segment.start_episodic_id,
-        end_episodic_id: segment.end_episodic_id,
-        start_timestamp: segment.start_timestamp,
-        end_timestamp: segment.end_timestamp,
-        turn_count: segment.turn_count,
-        summary: segment.summary,
-        embedding: segment.embedding,
-        open: matches!(segment.status, SegmentStatus::Open),
-    }
+/// Builds the engine provider this module serves over the bus.
+pub(crate) fn provider(config: &ModuleConfig, client: Arc<MemoryClient>) -> TinycortexProvider {
+    TinycortexProvider::new(
+        config.driver_id.clone(),
+        EngineRuntimeConfig::from(config),
+        client,
+    )
 }
diff --git a/crates/tinymemory-module/src/service/mod.rs b/crates/tinymemory-module/src/service/mod.rs
index d959eaf..eba50ab 100644
--- a/crates/tinymemory-module/src/service/mod.rs
+++ b/crates/tinymemory-module/src/service/mod.rs
@@ -384,7 +384,7 @@ impl MemoryService {
             }
         })?;
 
-        let provider = crate::provider::ModuleMemoryProvider::new(&opener.config, Arc::new(client));
+        let provider = crate::provider::provider(&opener.config, Arc::new(client));
         opener
             .connection
             .serve_at(

From 4ab4d55f5e216d346c6e8bda0aa6c445fea30e61 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 16:25:50 +0530
Subject: [PATCH 07/11] Let configuration select the memory engine, gated by
 the registry
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Issue #18 §A5. The driver registry could answer "is this driver id real, and is
it allowed to answer for memory", and nothing asked it: `DriverRegistry::admit`
had no caller outside its own tests, `MemoryHostConfig::memory_provider()` had
no reader, and the memory client factory constructed TinyCortex unconditionally.
Configuration could not choose an engine.

`DriverRegistry::select` closes that: it reads the engine from the host's
configuration and puts it through `admit`, so both surfaces are now live.

Two corrections to the issue, both load-bearing.

§A5 names `memory_provider()` as the selector. That method is a `provider:model`
routing string for the memory *workload* — which language model does
summarisation and entity extraction — not the store the memory lives in.
Reading it would have let a model change repoint a company's storage. Selection
reads a new `memory_driver()` instead, defaulted to `None` so it breaks no
existing implementation, and a test pins that the two fields stay independent.

§A5 also asks that `create_memory_*` return a bound `Arc<dyn MemoryProvider>`.
It cannot, and the reason is structural rather than unfinished: since §C3
`adapters/tinycortex` depends on `tinymemory-core`, so a core factory returning
a constructed adapter provider is a dependency cycle. Selection therefore
resolves the decision and the host constructs — which is what `src/registry`'s
module docs have said all along: "It resolves the class, not the instance."

A configuration naming no engine gets the reserved embedded default, so adding
selection does not turn "I configured nothing" into a host that fails to start.
Going through `select` does not loosen admission either: an external engine
named in config is still refused without endpoint, credential and trust.

Refs #18 (§A5)
---
 Cargo.toml                   |  3 ++
 api/src/host/config.rs       | 19 ++++++++
 api/src/host/test_support.rs |  6 +++
 src/registry/mod.rs          | 39 ++++++++++++++++
 src/registry/test.rs         | 74 ++++++++++++++++++++++++++++++
 tests/driver_selection.rs    | 87 ++++++++++++++++++++++++++++++++----
 6 files changed, 219 insertions(+), 9 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index a8d1bd6..2915028 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -72,6 +72,9 @@ serde = { version = "1", features = ["derive"] }
 [dev-dependencies]
 # The mandatory-family tests are async.
 tokio = { version = "1", features = ["macros", "rt-multi-thread"] }
+# `TestHostConfig`, for the driver-selection tests. A dev-dependency: the
+# facade must not carry a test double into a consumer's graph.
+tinymemory-api = { path = "api", features = ["test-support"] }
 # The reference driver and the behavioural suite, for the workspace-level
 # integration tests. A dev-dependency only: the facade must not carry a test
 # harness into a consumer's dependency graph.
diff --git a/api/src/host/config.rs b/api/src/host/config.rs
index af3d79f..22920a0 100644
--- a/api/src/host/config.rs
+++ b/api/src/host/config.rs
@@ -125,6 +125,25 @@ pub trait MemoryHostConfig: Send + Sync + std::fmt::Debug {
     /// `provider:model` routing string for the memory workload, if pinned.
     fn memory_provider(&self) -> Option<&str>;
 
+    /// The memory **engine** this host selects, when its configuration names
+    /// one — `tinycortex`, `supermemory`, `mem0`, `cognee`, `null`.
+    ///
+    /// Deliberately distinct from [`Self::memory_provider`], which despite the
+    /// name is a `provider:model` routing string for the memory *workload* —
+    /// which language model does summarisation and entity extraction. That is a
+    /// different axis from which store the memory lives in, and conflating them
+    /// would let a model change repoint a company's storage.
+    ///
+    /// `None` means "the host's default", which the host resolves rather than
+    /// this trait: the driver registry admits a reserved embedded id with no
+    /// configuration entry precisely so an unconfigured host still binds
+    /// something instead of failing to start.
+    ///
+    /// Defaulted so adding it breaks no existing implementation.
+    fn memory_driver(&self) -> Option<&str> {
+        None
+    }
+
     /// The local model id for a workload, when that workload is routed to
     /// Ollama (`"ollama:<model>"`). `None` for cloud or unset workloads.
     ///
diff --git a/api/src/host/test_support.rs b/api/src/host/test_support.rs
index 486798f..a7e68f0 100644
--- a/api/src/host/test_support.rs
+++ b/api/src/host/test_support.rs
@@ -45,6 +45,8 @@ pub struct TestHostConfig {
     pub embeddings_provider: Option<String>,
     /// See [`MemoryHostConfig::memory_provider`].
     pub memory_provider: Option<String>,
+    /// See [`MemoryHostConfig::memory_driver`]. `None` selects the host default.
+    pub memory_driver: Option<String>,
     /// See [`MemoryHostConfig::api_url`].
     pub api_url: Option<String>,
     /// See [`MemoryHostConfig::default_model`].
@@ -113,6 +115,10 @@ impl MemoryHostConfig for TestHostConfig {
         self.memory_provider.as_deref()
     }
 
+    fn memory_driver(&self) -> Option<&str> {
+        self.memory_driver.as_deref()
+    }
+
     fn workload_local_model(&self, workload: &str) -> Option<String> {
         let raw = match workload {
             "memory" => self.memory_provider.as_deref(),
diff --git a/src/registry/mod.rs b/src/registry/mod.rs
index c41bd82..7cdad93 100644
--- a/src/registry/mod.rs
+++ b/src/registry/mod.rs
@@ -40,6 +40,8 @@
 use std::collections::BTreeMap;
 use std::fmt;
 
+use tinymemory_api::host::MemoryHostConfig;
+
 mod class;
 
 pub use class::{DriverClass, DriverClassParseError};
@@ -284,6 +286,43 @@ impl DriverRegistry {
         Ok(admission)
     }
 
+    /// Selects and admits the memory driver this host's configuration names.
+    ///
+    /// The half of driver binding that was specified but never wired: the
+    /// registry could answer "is this driver id real and allowed", and nothing
+    /// asked it. This reads the id from the host's own configuration and puts
+    /// it through [`Self::admit`], so configuration decides the engine instead
+    /// of a factory hardcoding one (issue #18 §A5).
+    ///
+    /// It reads [`MemoryHostConfig::memory_driver`], **not**
+    /// `memory_provider` — despite the name, the latter is a `provider:model`
+    /// routing string choosing which language model does summarisation, which
+    /// is a different axis from which store the memory lives in.
+    ///
+    /// A configuration that names no driver gets [`TINYCORTEX_DRIVER_ID`], the
+    /// reserved embedded default. That is what keeps an unconfigured host
+    /// booting: an embedded id is admitted without a `drivers` entry, while an
+    /// external one is refused without endpoint, credential and trust
+    /// configuration.
+    ///
+    /// This resolves the *decision*, not the instance. Constructing the
+    /// provider, caching it per workspace, and wrapping it in a policy guard
+    /// stay with the host — see the module docs for why.
+    ///
+    /// # Errors
+    ///
+    /// Returns the [`FallbackReason`] to record and publish when the configured
+    /// driver is refused, exactly as [`Self::admit`] does.
+    pub fn select(
+        &self,
+        config: &dyn MemoryHostConfig,
+        entry: Option<DriverEntry<'_>>,
+        labels: ConfigLabels<'_>,
+    ) -> Result<Admission, FallbackReason> {
+        let driver = config.memory_driver().unwrap_or(TINYCORTEX_DRIVER_ID);
+        self.admit(driver, entry, labels)
+    }
+
     /// The class an id implies when nothing says otherwise.
     ///
     /// `context` names which part of the config was missing; the refusal echoes
diff --git a/src/registry/test.rs b/src/registry/test.rs
index 6d193e9..ab0186d 100644
--- a/src/registry/test.rs
+++ b/src/registry/test.rs
@@ -259,3 +259,77 @@ fn driver_class_serde_matches_the_config_spelling() {
         assert_eq!(json, format!("\"{}\"", class.as_str()));
     }
 }
+
+// ── Selection from configuration (issue #18 §A5) ─────────────────────────────
+//
+// Before this, the registry could answer "is this driver id real and allowed"
+// and nothing asked it: `admit` had no production caller, and the memory client
+// factory constructed TinyCortex unconditionally. These pin the wiring.
+
+use tinymemory_api::host::test_support::TestHostConfig;
+
+fn config_naming(driver: Option<&str>) -> TestHostConfig {
+    // `TestHostConfig` is `#[non_exhaustive]`, so it is built and then mutated
+    // rather than named field-by-field — which is what its own docs ask for.
+    let mut config = TestHostConfig::default();
+    config.memory_driver = driver.map(str::to_owned);
+    config
+}
+
+#[test]
+fn a_configuration_naming_no_driver_gets_the_embedded_default() {
+    // The property that keeps an unconfigured host booting: a reserved embedded
+    // id is admitted without any `drivers` entry.
+    let admission = DriverRegistry::builtin()
+        .select(&config_naming(None), None, labels())
+        .expect("an unconfigured host still binds");
+    assert_eq!(admission.id, TINYCORTEX_DRIVER_ID);
+    assert_eq!(admission.class, DriverClass::Embedded);
+}
+
+#[test]
+fn a_configuration_naming_an_engine_selects_that_engine() {
+    let admission = DriverRegistry::builtin()
+        .select(&config_naming(Some(NULL_DRIVER_ID)), None, labels())
+        .expect("the null driver is admitted without an entry");
+    assert_eq!(admission.id, NULL_DRIVER_ID);
+    assert_eq!(admission.class, DriverClass::Null);
+}
+
+#[test]
+fn selecting_a_hosted_engine_still_requires_its_entry() {
+    // Selection does not loosen admission: an external driver named in config
+    // but left unconfigured is refused fail-closed, exactly as `admit` refuses
+    // it directly.
+    let reason = DriverRegistry::builtin()
+        .select(&config_naming(Some("supermemory")), None, labels())
+        .expect_err("an external driver with no entry must be refused");
+    assert_eq!(reason.configured_driver, "supermemory");
+}
+
+#[test]
+fn selecting_a_hosted_engine_succeeds_once_it_is_configured_and_trusted() {
+    let entry = DriverEntry {
+        class: None,
+        trust_state: TRUSTED,
+    };
+    let admission = DriverRegistry::builtin()
+        .select(&config_naming(Some("supermemory")), Some(entry), labels())
+        .expect("a configured, trusted external driver is admitted");
+    assert_eq!(admission.class, DriverClass::External);
+}
+
+#[test]
+fn selection_reads_the_engine_field_and_not_the_model_routing_one() {
+    // `memory_provider` is a `provider:model` routing string choosing which
+    // language model does summarisation. Reading it here would let a model
+    // change repoint a company's storage, which is why selection has its own
+    // field.
+    let mut config = TestHostConfig::default();
+    config.memory_provider = Some("ollama:llama3".to_owned());
+    config.memory_driver = None;
+    let admission = DriverRegistry::builtin()
+        .select(&config, None, labels())
+        .expect("model routing must not affect engine selection");
+    assert_eq!(admission.id, TINYCORTEX_DRIVER_ID);
+}
diff --git a/tests/driver_selection.rs b/tests/driver_selection.rs
index d73e8cc..ea3a36d 100644
--- a/tests/driver_selection.rs
+++ b/tests/driver_selection.rs
@@ -3,22 +3,29 @@
 //!
 //! Exercises only the public surface of the `tinymemory` facade.
 //!
-//! # Scope note
+//! # Selection
 //!
-//! Issue #18 §E3 describes this file as also asserting that "the bound
-//! provider's `driver_id()` matches" the configured id. That step needs
-//! `MemoryHostConfig::memory_provider()` to actually select an engine, which is
-//! §A5 and does not exist yet — `create_memory_client_with_local_ai` still
-//! constructs TinyCortex unconditionally. The issue's own sequencing says to
-//! write these tests "against the *current* behaviour first", so this file
-//! pins what admission does today. The binding half joins it when §A5 lands,
-//! and this file is where it goes.
+//! Configuration now chooses the engine (§A5). One correction to the issue is
+//! worth recording here, because it would otherwise have wired the wrong thing:
+//! §A5 names `MemoryHostConfig::memory_provider()` as the selector, but that
+//! method is a `provider:model` routing string for the memory *workload* —
+//! which language model summarises — not the engine the memory lives in.
+//! Selection reads `memory_driver()` instead, added for the purpose.
+//!
+//! What still does not exist is the last clause of §A5, that `create_memory_*`
+//! return a bound `Arc<dyn MemoryProvider>`. It cannot, and the reason is
+//! structural rather than unfinished: `adapters/tinycortex` depends on
+//! `tinymemory-core` since §C3, so a core factory returning a constructed
+//! adapter provider would be a dependency cycle. Selection resolves the
+//! *decision*; the host constructs — which is what `src/registry`'s own module
+//! docs have always said.
 
 // A failing assertion in a test *is* a panic; the crate-wide `expect_used` /
 // `unwrap_used` / `panic` lints exist to keep the library from panicking, not
 // the tests. Same allowance, and same reasoning, as `src/registry/test.rs`.
 #![allow(clippy::expect_used, clippy::unwrap_used, clippy::panic)]
 
+use tinymemory::api::host::test_support::TestHostConfig;
 use tinymemory::registry::{
     ConfigLabels, DriverClass, DriverEntry, DriverRegistry, COGNEE_DRIVER_ID, MEM0_DRIVER_ID,
     SUPERMEMORY_DRIVER_ID, TINYCORTEX_DRIVER_ID, TRUSTED,
@@ -159,3 +166,65 @@ fn a_config_class_typo_is_echoed_back_to_the_operator() {
         reason.reason
     );
 }
+
+// ── The selection half, through the public facade ────────────────────────────
+
+fn config_naming(driver: Option<&str>) -> TestHostConfig {
+    let mut config = TestHostConfig::default();
+    config.memory_driver = driver.map(str::to_owned);
+    config
+}
+
+#[test]
+fn configuration_chooses_the_engine_and_admission_gates_it() {
+    let admission = DriverRegistry::builtin()
+        .select(
+            &config_naming(Some(COGNEE_DRIVER_ID)),
+            Some(trusted_external()),
+            labels(),
+        )
+        .expect("a configured, trusted external engine binds");
+    assert_eq!(admission.id, COGNEE_DRIVER_ID);
+    assert_eq!(admission.class, DriverClass::External);
+}
+
+#[test]
+fn an_unconfigured_host_still_binds_the_embedded_default() {
+    // The property that matters most operationally: adding engine selection
+    // must not turn "I configured nothing" into a host that fails to start.
+    let admission = DriverRegistry::builtin()
+        .select(&config_naming(None), None, labels())
+        .expect("an unconfigured host binds the embedded default");
+    assert_eq!(admission.id, TINYCORTEX_DRIVER_ID);
+    assert_eq!(admission.class, DriverClass::Embedded);
+}
+
+#[test]
+fn selection_does_not_loosen_the_fail_closed_external_gate() {
+    // Going through `select` rather than `admit` must not become a way around
+    // the trust requirement.
+    let untrusted = DriverEntry {
+        class: None,
+        trust_state: "untrusted",
+    };
+    let reason = DriverRegistry::builtin()
+        .select(
+            &config_naming(Some(MEM0_DRIVER_ID)),
+            Some(untrusted),
+            labels(),
+        )
+        .expect_err("an untrusted external engine is refused however it was chosen");
+    assert!(reason.reason.contains(TRUSTED), "{}", reason.reason);
+}
+
+#[test]
+fn the_model_routing_field_cannot_repoint_the_store() {
+    // `memory_provider` chooses a language model; `memory_driver` chooses the
+    // store. Conflating them would let a model change move a company's memory.
+    let mut config = TestHostConfig::default();
+    config.memory_provider = Some("ollama:llama3".to_owned());
+    let admission = DriverRegistry::builtin()
+        .select(&config, None, labels())
+        .expect("model routing leaves engine selection alone");
+    assert_eq!(admission.id, TINYCORTEX_DRIVER_ID);
+}

From f1a3c135b51cb99b0674f5ece680eb02e0e0fe65 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 16:28:30 +0530
Subject: [PATCH 08/11] Run the adapter's feature-gated configuration in CI
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The `memory-git` feature added alongside the lifted diff family gates that
family, and the test asserting it is *withheld* without the feature is
`#[cfg(not(feature = "memory-git"))]`. Both existing jobs — `--all-features`
and default — compile that test out, so it was checked by nothing: a
feature-gated test whose default fate is to be built by one job and executed
by none.

Adds the configuration as its own step, and asserts the property the feature
exists for: `cargo tree --no-default-features` must link no `git2` or
`libgit2-sys`. A guard rather than a comment, because "this feature keeps the
native build out of the graph" is a claim that silently stops being true the
first time a dependency picks it up transitively.

Verified: `diff_is_withheld_when_the_snapshot_store_is_compiled_out` appears in
`--no-default-features -- --list` and is absent from the `--all-features`
listing, which is what "running nowhere" looked like.

Refs #18 (§C3, §E2)
---
 .github/workflows/ci.yml | 24 ++++++++++++++++++++++++
 1 file changed, 24 insertions(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0548b4a..c5ebddb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -49,6 +49,30 @@ jobs:
       - name: Test default features
         run: cargo test
 
+      # The adapter's `memory-git` feature gates the diff family, and the test
+      # that the family is *withheld* without it is `#[cfg(not(feature =
+      # "memory-git"))]`. Both the `--all-features` and default runs above
+      # compile that test out, so without this step it would be checked by
+      # nothing — a feature-gated test whose default fate is to be built by one
+      # job and executed by none.
+      #
+      # This is also the configuration that keeps the promise the feature
+      # exists for: no `git2` / `libgit2-sys` in the graph.
+      - name: Lint and test the adapter without its optional engine features
+        run: |
+          cargo clippy -p tinymemory-tinycortex --all-targets --no-default-features -- -D warnings
+          cargo test -p tinymemory-tinycortex --no-default-features
+
+      - name: Assert the default adapter build links no native git
+        run: |
+          linked="$(cargo tree -p tinymemory-tinycortex --no-default-features \
+            -e normal --prefix none | grep -cE '^(git2|libgit2-sys)' || true)"
+          if [ "$linked" -ne 0 ]; then
+            echo "the default adapter build linked $linked native-git crate(s);" >&2
+            echo "the memory-git feature exists to keep them out" >&2
+            exit 1
+          fi
+
   # The module crate is its own workspace root (see the `exclude` note in the
   # root Cargo.toml), so NONE of the steps above touch it: `--all-targets`,
   # `--all-features` and `--workspace` all stop at the workspace boundary and

From ae495d42be3c611472caefe3ed4b5bd4b01b6e1d Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 16:57:07 +0530
Subject: [PATCH 09/11] Enforce the contract crate's dependency rule, and the
 minimal build
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Issue #18 §D4, with §D3 alongside it.

`api/Cargo.toml` spells out a `cargo tree` command in a comment and asks that
the contract crate never link a storage engine, a native library, an HTTP
client, or an async runtime. It was left as a comment, so nothing ran it. A
forbidden dependency does not arrive by someone typing it into the manifest; it
arrives transitively, through a feature enabled two crates away, which is
exactly the way nobody notices.

The forward form is the one that works, and the manifest already explains why:
`cargo tree -i <crate> -p tinymemory-api` discards the `-p` scope, prints the
whole-workspace inverse tree, and exits 0 looking clean even when this crate is
the one at fault. This runs what the comment says to run.

Verified in both directions. The rule holds today — no match against
`rusqlite|libsqlite|git2|reqwest|regex|tokio`. And injecting `regex = "1"` into
the manifest makes the guard fire on `regex`, `regex-automata` and
`regex-syntax`, then reverting makes it pass again. A guard nobody has watched
fail is not yet a guard.

§D3 asks that `--no-default-features` still compile and bind
`NullMemoryProvider`. It does, so this pins it rather than changing anything:
the minimal configuration builds, and #21's `null_provider` integration test
runs against it — so "usable" is asserted, not just "compiles". That test is
the one that would catch a null driver which panics instead of answering, or
reports a fault instead of `Ready`.

Refs #18 (§D3, §D4)
---
 .github/workflows/ci.yml | 32 ++++++++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c5ebddb..15d8ae2 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -58,6 +58,38 @@ jobs:
       #
       # This is also the configuration that keeps the promise the feature
       # exists for: no `git2` / `libgit2-sys` in the graph.
+      # `api/Cargo.toml` spells out this exact command in a comment and asks
+      # that the contract crate never link a storage engine, a native library,
+      # an HTTP client, or an async runtime. It was left as a comment, so
+      # nothing checked it — and a forbidden dependency arrives transitively,
+      # through a feature someone enabled two crates away, which is precisely
+      # the way nobody notices.
+      #
+      # The FORWARD form is required. `cargo tree -i <crate> -p tinymemory-api`
+      # discards the `-p` scope, prints the whole-workspace inverse tree, and
+      # exits 0 looking clean even when this crate is the one at fault. The
+      # manifest says so; this runs what it says.
+      - name: Assert the contract crate stays free of heavy dependencies
+        run: |
+          forbidden="$(cargo tree -p tinymemory-api -e normal,build --prefix none \
+            | grep -Ei 'rusqlite|libsqlite|git2|reqwest|regex|tokio' || true)"
+          if [ -n "$forbidden" ]; then
+            echo "tinymemory-api pulled in a dependency its manifest forbids:" >&2
+            echo "$forbidden" >&2
+            echo >&2
+            echo "The contract is what hosts compile against. It must stay free of" >&2
+            echo "storage engines, native libraries, HTTP clients and async runtimes." >&2
+            exit 1
+          fi
+
+      # The minimal build has to stay genuinely usable, not merely compile:
+      # a host that wants the ports wired and nothing retained must be able to
+      # bind the null driver without pulling an engine in behind it.
+      - name: Build and bind the minimal configuration
+        run: |
+          cargo build -p tinymemory --no-default-features
+          cargo test -p tinymemory --no-default-features --test null_provider
+
       - name: Lint and test the adapter without its optional engine features
         run: |
           cargo clippy -p tinymemory-tinycortex --all-targets --no-default-features -- -D warnings

From 21e0a5e832a23591f535cb5a94eb767362ffa894 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 17:36:28 +0530
Subject: [PATCH 10/11] Cover the hosted adapters' failure paths
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Issue #18 §E6: "backend error, timeout, and partial-page responses on every
remote adapter — currently zero coverage". The three existing per-adapter test
files all drive a backend that answers correctly, which is the half that was
never in doubt.

Six tests, each running against all three adapters over a real TCP socket, using
the axum-double harness the happy-path tests already use:

- a 500 on write is reported rather than swallowed;
- a 500 on read is not laundered into `Ok(None)`;
- a 401 is not presented as an empty store, on either `list` or `recall`;
- a `200 OK` carrying unparseable JSON is an error and not a panic;
- an unreachable backend is reported rather than hanging;
- a paginated export terminates instead of looping.

The read case is the one that matters. `Ok(None)` after a 500 says "this memory
does not exist" when the truth is "I could not ask", and a caller cannot tell
those apart: it writes the memory again, or tells a user their memory is gone,
or a sync job treats the empty read as authoritative and prunes. Nothing
surfaces until much later.

All three adapters already behave correctly — this pins behaviour rather than
fixing it. That is worth stating plainly, because six tests passing on the first
run is exactly what a test that never exercises its subject also looks like. So
the read assertion additionally requires the backend's status to survive into
the error message; without that it would pass just as happily if the adapter had
failed on URL construction and never reached the network. Confirmed against the
live errors: `memory API v3/container-tags/list returned HTTP 500`,
`memory API memories?top_k=1000 returned HTTP 500`, and
`memory API api/v1/datasets returned HTTP 500`.

The assertions are deliberately about whether a failure comes back at all, not
about which error it is. The adapters' HTTP layer `bail!`s into `anyhow`, so
every one of these arrives as `MemoryError::Other` and "unsupported" is not yet
distinguishable from "failed" — that is §A4, and it is not what this change is.

The unreachable-backend test binds a port, reads its number, and drops the
listener, so the address is reliably closed rather than merely unlikely to be in
use. The export test is bounded by a timeout so a non-terminating implementation
fails the test instead of hanging the suite.

Refs #18 (§E6)
---
 adapters/remote/src/failure_test.rs | 249 ++++++++++++++++++++++++++++
 adapters/remote/src/lib.rs          |   3 +
 2 files changed, 252 insertions(+)
 create mode 100644 adapters/remote/src/failure_test.rs

diff --git a/adapters/remote/src/failure_test.rs b/adapters/remote/src/failure_test.rs
new file mode 100644
index 0000000..b6631b7
--- /dev/null
+++ b/adapters/remote/src/failure_test.rs
@@ -0,0 +1,249 @@
+//! What the hosted adapters do when the backend does not cooperate.
+//!
+//! Issue #18 §E6: "backend error, timeout, and partial-page responses on every
+//! remote adapter — currently zero coverage". The existing per-adapter tests all
+//! drive a backend that answers correctly, which is the half that was never in
+//! doubt.
+//!
+//! The assertion that matters is not which error comes back — the contract's
+//! error type is still `anyhow` under `MemoryError::Other` here, and §A4 is what
+//! makes "unsupported" distinguishable from "failed". It is that a failure comes
+//! back **at all**.
+//!
+//! A read that answers `Ok(None)` when the backend returned 500 is saying "this
+//! memory does not exist" when the truth is "I could not ask". A caller cannot
+//! tell those apart, so it writes the memory again, or reports to a user that
+//! their memory is gone, or — worst — a sync job treats the empty read as
+//! authoritative and prunes. Nothing surfaces until much later, which is exactly
+//! the failure mode that keeps `OPENCOMPANY_MEMORY=remote` gated downstream.
+//!
+//! Each test drives a real adapter over a real TCP socket against a double that
+//! misbehaves in one specific way, matching the harness the happy-path tests
+//! already use.
+
+#![allow(clippy::expect_used, clippy::panic)]
+
+use axum::http::StatusCode;
+use axum::routing::{any, get};
+use axum::Router;
+use tinymemory_api::provider::MemoryProvider;
+use tinymemory_api::recall::RecallOpts;
+use tinymemory_api::traits::Memory;
+use tinymemory_api::types::{MemoryCategory, MemoryTaint};
+
+use crate::{CogneeMemory, Mem0Memory, SupermemoryMemory};
+
+/// Serves `app` on an ephemeral port and returns its base URL.
+async fn serve(app: Router) -> String {
+    let listener = tokio::net::TcpListener::bind("127.0.0.1:0")
+        .await
+        .expect("bind");
+    let endpoint = format!("http://{}", listener.local_addr().expect("address"));
+    tokio::spawn(async move {
+        axum::serve(listener, app).await.expect("serve");
+    });
+    endpoint
+}
+
+/// A backend that fails every route with `status`.
+async fn failing(status: StatusCode) -> String {
+    serve(Router::new().fallback(any(move || async move { status }))).await
+}
+
+/// A backend that answers every route with `200 OK` and a body that is not the
+/// JSON the adapter expects.
+///
+/// Distinct from an HTTP failure: the transport succeeded, so an adapter that
+/// only checks the status code reaches its deserializer with rubbish.
+async fn malformed() -> String {
+    serve(Router::new().fallback(any(|| async { "this is not the JSON you asked for" }))).await
+}
+
+/// Every adapter, as a `Memory`, built against `endpoint`.
+///
+/// Boxed rather than generic so each assertion below is written once and run
+/// three times — the point is that no adapter is exempt.
+fn adapters(endpoint: &str) -> Vec<(&'static str, Box<dyn Memory>)> {
+    vec![
+        (
+            "supermemory",
+            Box::new(SupermemoryMemory::new(endpoint, None).expect("client")) as Box<dyn Memory>,
+        ),
+        (
+            "mem0",
+            Box::new(Mem0Memory::new(endpoint, None).expect("client")),
+        ),
+        (
+            "cognee",
+            Box::new(CogneeMemory::self_hosted(endpoint, None).expect("client")),
+        ),
+    ]
+}
+
+#[tokio::test]
+async fn a_backend_failure_on_write_is_reported_rather_than_swallowed() {
+    let endpoint = failing(StatusCode::INTERNAL_SERVER_ERROR).await;
+    for (name, memory) in adapters(&endpoint) {
+        let result = memory
+            .store_with_taint(
+                "ns",
+                "k",
+                "content",
+                MemoryCategory::Core,
+                None,
+                MemoryTaint::Internal,
+            )
+            .await;
+        assert!(
+            result.is_err(),
+            "{name}: a 500 on write must not report success — a caller that \
+             believes the write landed has no reason to retry it"
+        );
+    }
+}
+
+#[tokio::test]
+async fn a_backend_failure_on_read_is_not_reported_as_absence() {
+    // The one that matters most. `Ok(None)` here means "no such memory", and
+    // the truth is "the backend is down".
+    let endpoint = failing(StatusCode::INTERNAL_SERVER_ERROR).await;
+    for (name, memory) in adapters(&endpoint) {
+        let result = memory.get("ns", "k").await;
+        let Err(error) = result else {
+            panic!(
+                "{name}: a 500 on read must not be laundered into `Ok(None)` — \
+                 'I could not ask' and 'it is not there' are different answers"
+            );
+        };
+        // Assert the failure is the *backend's*, not something incidental like a
+        // malformed URL. Without this the test would pass for the wrong reason
+        // if the adapter never reached the network at all.
+        let rendered = format!("{error:#}");
+        assert!(
+            rendered.contains("500"),
+            "{name}: expected the backend status to survive into the error, got: {rendered}"
+        );
+    }
+}
+
+#[tokio::test]
+async fn an_unauthorized_backend_is_not_reported_as_an_empty_store() {
+    // A wrong or expired credential is the most likely failure in production,
+    // and the most dangerous one to render as "you have no memories".
+    let endpoint = failing(StatusCode::UNAUTHORIZED).await;
+    for (name, memory) in adapters(&endpoint) {
+        let listed = memory.list(None, None, None).await;
+        assert!(
+            listed.is_err(),
+            "{name}: a 401 must not present as an empty result set"
+        );
+
+        let recalled = memory.recall("anything", 10, RecallOpts::default()).await;
+        assert!(
+            recalled.is_err(),
+            "{name}: a 401 on recall must not present as no matches"
+        );
+    }
+}
+
+#[tokio::test]
+async fn a_malformed_backend_response_is_an_error_and_not_a_panic() {
+    // `200 OK` with a body the adapter cannot parse. An adapter that unwraps
+    // its way through deserialization takes the caller's process down.
+    let endpoint = malformed().await;
+    for (name, memory) in adapters(&endpoint) {
+        let result = memory.get("ns", "k").await;
+        assert!(
+            result.is_err(),
+            "{name}: an unparseable 200 body must surface as an error"
+        );
+    }
+}
+
+#[tokio::test]
+async fn an_unreachable_backend_is_reported_rather_than_hanging() {
+    // Nothing is listening. This is the timeout/connection-refused leg of §E6.
+    // Bind a port, learn its number, drop the listener: the address is now
+    // reliably closed rather than merely unlikely to be in use.
+    let listener = tokio::net::TcpListener::bind("127.0.0.1:0")
+        .await
+        .expect("bind");
+    let endpoint = format!("http://{}", listener.local_addr().expect("address"));
+    drop(listener);
+
+    for (name, memory) in adapters(&endpoint) {
+        let result = memory.get("ns", "k").await;
+        assert!(
+            result.is_err(),
+            "{name}: an unreachable backend must surface as an error"
+        );
+    }
+}
+
+#[tokio::test]
+async fn a_paginated_export_terminates_instead_of_looping() {
+    // The partial-page leg of §E6. A backend that keeps answering with a page
+    // and a cursor would spin an exporter forever; the contract terminates on
+    // `next_cursor: None`, and a driver that never emits one never finishes.
+    //
+    // Driven through the bound provider rather than the raw `Memory`:
+    // `export_page` is a `MemoryPortability` method, and portability is a
+    // mandatory supertrait of `MemoryProvider`, so it is always callable — which
+    // is exactly why a non-terminating one is worth pinning.
+    let app = Router::new().fallback(get(|| async {
+        axum::Json(serde_json::json!({
+            "memoryEntries": [],
+            "results": [],
+            "data": [],
+            "pagination": {"totalPages": 1}
+        }))
+    }));
+    let endpoint = serve(app).await;
+
+    let providers: Vec<(&str, Box<dyn MemoryProvider>)> = vec![
+        (
+            "supermemory",
+            Box::new(crate::supermemory_provider(
+                SupermemoryMemory::new(&endpoint, None).expect("client"),
+            )) as Box<dyn MemoryProvider>,
+        ),
+        (
+            "mem0",
+            Box::new(crate::mem0_provider(
+                Mem0Memory::new(&endpoint, None).expect("client"),
+            )),
+        ),
+        (
+            "cognee",
+            Box::new(crate::cognee_provider(
+                CogneeMemory::self_hosted(&endpoint, None).expect("client"),
+            )),
+        ),
+    ];
+
+    for (name, provider) in providers {
+        // Bounded so a non-terminating implementation fails rather than hanging
+        // the whole suite.
+        let finished = tokio::time::timeout(std::time::Duration::from_secs(10), async {
+            let mut cursor: Option<String> = None;
+            for page_number in 0..100usize {
+                let Ok(page) = provider.export_page(cursor.as_deref(), 100).await else {
+                    // An error is an acceptable answer here; a hang is not.
+                    return true;
+                };
+                match page.next_cursor {
+                    None => return true,
+                    Some(next) => cursor = Some(next),
+                }
+                let _ = page_number;
+            }
+            false
+        })
+        .await;
+        assert_eq!(
+            finished,
+            Ok(true),
+            "{name}: export_page never terminated — an exporter would spin here"
+        );
+    }
+}
diff --git a/adapters/remote/src/lib.rs b/adapters/remote/src/lib.rs
index d649e5e..dba72ed 100644
--- a/adapters/remote/src/lib.rs
+++ b/adapters/remote/src/lib.rs
@@ -38,3 +38,6 @@ pub fn mem0_provider(memory: Mem0Memory) -> MemoryTraitProvider {
 pub fn cognee_provider(memory: CogneeMemory) -> MemoryTraitProvider {
     MemoryTraitProvider::new(Arc::new(memory), COGNEE_DRIVER_ID)
 }
+
+#[cfg(test)]
+mod failure_test;

From 7128412813f476ed1332be031ced6de8cd4426a7 Mon Sep 17 00:00:00 2001
From: Shanu <shanu@tinyhumans.ai>
Date: Mon, 17 Aug 2026 17:42:43 +0530
Subject: [PATCH 11/11] Restore the bundled example, and make a refusal an
 Error
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Issue #18 §E7. `AGENTS.md` documents an `examples/` directory and tells the
reader to run `cargo run --example basic`. Neither existed: no `examples/`
directory at all, so the documented command has been failing for as long as it
has been documented. (The issue attributes the reference to `README.md`; it is
`AGENTS.md` lines 30 and 74.)

The example binds the null driver, which needs no engine, no workspace and no
network, so it runs anywhere. It walks the order a host actually follows —
admit an id, then construct, then check the negotiated capabilities, then use
the mandatory families — because that order is the part worth demonstrating.
Admission is engine-neutral and answers "is this id real and may it answer for
memory"; construction needs everything an engine needs. Swapping
`NullMemoryProvider` for an adapter's provider changes nothing else in the file.

Writing it surfaced an API gap, which is the argument for having a compiled
example at all: `FallbackReason` implemented `Display` but not
`std::error::Error`, so the obvious `registry.admit(..)?` in a function
returning `Box<dyn Error>` or `anyhow::Error` did not compile. Adding the impl
is purely additive and changes nothing about the type; it makes the message
usable where refusals actually travel.

CI runs the example rather than only building it. `cargo build --all-targets`
compiles examples, so a broken one still passes — and a compiled example can
panic on its first line. Running it is what makes the documented command a
promise rather than a comment.

Not attempted here: §E7's "one example per engine". The three hosted engines
need a live endpoint and a credential, which is why
`adapters/remote/examples/conformance.rs` is a manual CLI rather than a CI
target, and the embedded engine needs the host's process-global seams
installed. Neither belongs in a `cargo run --example` a contributor is told to
run.

Refs #18 (§E7)
---
 .github/workflows/ci.yml |  8 ++++
 examples/basic.rs        | 83 ++++++++++++++++++++++++++++++++++++++++
 src/registry/mod.rs      | 10 +++++
 3 files changed, 101 insertions(+)
 create mode 100644 examples/basic.rs

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 15d8ae2..8330c72 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -69,6 +69,14 @@ jobs:
       # discards the `-p` scope, prints the whole-workspace inverse tree, and
       # exits 0 looking clean even when this crate is the one at fault. The
       # manifest says so; this runs what it says.
+      # `cargo build --all-targets` only *compiles* an example. `AGENTS.md`
+      # promises `cargo run --example basic` works, and a compiled example can
+      # still panic on its first line — which is the state the repository was in
+      # before issue #18 §E7, when the command was documented and there was no
+      # `examples/` directory at all.
+      - name: Run the bundled example
+        run: cargo run --example basic
+
       - name: Assert the contract crate stays free of heavy dependencies
         run: |
           forbidden="$(cargo tree -p tinymemory-api -e normal,build --prefix none \
diff --git a/examples/basic.rs b/examples/basic.rs
new file mode 100644
index 0000000..86e8951
--- /dev/null
+++ b/examples/basic.rs
@@ -0,0 +1,83 @@
+//! Bind a memory driver the way a host does: admit, then construct, then use.
+//!
+//! Run with:
+//!
+//! ```sh
+//! cargo run --example basic
+//! ```
+//!
+//! This uses the null driver so it needs no engine, no workspace, and no
+//! network — the point is the *shape* of binding, which is identical for a real
+//! engine. Swap `NullMemoryProvider` for an adapter's provider and nothing else
+//! here changes.
+//!
+//! The order matters and is the reason this example exists. A host does not
+//! construct a driver and then ask whether it was allowed; it admits an id
+//! first, and only then builds the thing. Admission is engine-neutral and
+//! answers one question — *is this driver id real, and may it answer for
+//! memory* — while construction needs everything an engine needs.
+
+use std::sync::Arc;
+
+use tinymemory::api::null::NullMemoryProvider;
+use tinymemory::api::provider::{audit_provider, MemoryProvider};
+use tinymemory::api::types::{MemoryCategory, MemoryTaint, GLOBAL_NAMESPACE};
+use tinymemory::registry::{ConfigLabels, DriverRegistry, NULL_DRIVER_ID};
+use tinymemory::CONTRACT_VERSION;
+
+#[tokio::main]
+async fn main() -> Result<(), Box<dyn std::error::Error>> {
+    println!("contract version: {CONTRACT_VERSION:?}");
+
+    // 1. Admission. The host names a driver; the registry decides whether it is
+    //    real and what class it binds as. A reserved embedded or null id needs
+    //    no configuration entry, which is what lets an unconfigured host boot.
+    let registry = DriverRegistry::builtin();
+    let admission = registry.admit(NULL_DRIVER_ID, None, ConfigLabels::default())?;
+    println!("admitted '{}' as {:?}", admission.id, admission.class);
+
+    // 2. Construction. The host's job, not the registry's — see
+    //    `tinymemory::registry`'s module docs for why the two are separate.
+    let provider: Arc<dyn MemoryProvider> = Arc::new(NullMemoryProvider::new());
+
+    // 3. Negotiation. `audit_provider` checks the driver advertises exactly the
+    //    families it can actually serve. A driver whose capability set overstates
+    //    its accessors would let a host register RPC methods that answer errors.
+    audit_provider(provider.as_ref())?;
+    // `Capabilities` is a set, not a string — render it by walking it, which is
+    // also how a host filters its RPC surface from the negotiated set.
+    let families: Vec<&str> = provider
+        .capabilities()
+        .iter()
+        .map(tinymemory::capabilities::Capability::as_str)
+        .collect();
+    println!(
+        "driver '{}' serves {} families: {}",
+        provider.driver_id(),
+        families.len(),
+        families.join(", ")
+    );
+
+    // 4. Use. Every driver serves the three mandatory families, so this much
+    //    works against any of them.
+    provider
+        .store(
+            GLOBAL_NAMESPACE,
+            "greeting",
+            "hello from the basic example",
+            MemoryCategory::Core,
+            None,
+            MemoryTaint::Internal,
+        )
+        .await?;
+
+    // The null driver accepts writes and discards them — `/dev/null` semantics,
+    // a legitimate binding for a deployment that wants the ports wired and
+    // nothing retained. Reading back nothing here is correct, not a failure.
+    match provider.get(GLOBAL_NAMESPACE, "greeting").await? {
+        Some(entry) => println!("read back: {}", entry.content),
+        None => println!("read back: nothing — the null driver retains no writes"),
+    }
+
+    Ok(())
+}
diff --git a/src/registry/mod.rs b/src/registry/mod.rs
index 7cdad93..b5de045 100644
--- a/src/registry/mod.rs
+++ b/src/registry/mod.rs
@@ -86,6 +86,16 @@ pub struct FallbackReason {
     pub reason: String,
 }
 
+/// A refusal is an error, so `?` can propagate it.
+///
+/// It carried `Display` from the start but not this, which meant a host writing
+/// the obvious `registry.admit(..)?` in a function returning `Box<dyn Error>` or
+/// `anyhow::Error` got a type error instead. Nothing about the type changes —
+/// this is the trait that makes the existing message usable where refusals
+/// actually travel. Found by writing `examples/basic.rs` (issue #18 §E7), which
+/// is the argument for having a compiled example at all.
+impl std::error::Error for FallbackReason {}
+
 impl fmt::Display for FallbackReason {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
         write!(