Commit graph

50 commits

Author SHA1 Message Date
Jan De Landtsheer
5715f585fd feat(storage): phase 1 -- extract MemoryStore and Embedder traits (ADR 0001)
Introduce two trait boundaries that the rest of the stack now sits above,
landing Phase 1 of ADR 0001 (pluggable storage and network access).
Rebased onto v2.1.22 Sanhedrin from the original April work.

MemoryStore / LocalMemoryStore (crates/vestige-core/src/storage/memory_store.rs):
  One trait, ~25 methods, covering CRUD, hybrid / FTS / vector search,
  FSRS scheduling, graph edges, and the forthcoming domain surface.
  trait_variant::make generates a Send-bound MemoryStore alias over the
  base LocalMemoryStore so Arc<dyn MemoryStore> works under tokio/axum.
  Storage errors map through a dedicated MemoryStoreError.

Embedder / LocalEmbedder (crates/vestige-core/src/embedder/):
  Pluggable text-to-vector encoder. FastembedEmbedder wraps the existing
  EmbeddingService; storage never calls fastembed directly anymore.
  Embedder::signature() produces the ModelSignature consumed by the
  store's embedding_model registry.

SqliteMemoryStore (crates/vestige-core/src/storage/sqlite.rs):
  Storage renamed to SqliteMemoryStore; the old name lives on as a
  pub type alias so Arc<Storage> consumers in vestige-mcp stay intact.
  All existing inherent methods are untouched; the trait impl is
  purely additive and dispatches into them. The db_path field added
  by v2.1.1 portable-sync is preserved.

Migration V14 (crates/vestige-core/src/storage/migrations.rs):
  Renumbered from V12 (the original April number) to V14 to slot in
  cleanly after upstream's V12 (v2.1.1 sync_tombstones) and V13
  (v2.1.2 purge tombstones).
  - embedding_model registry table (CHECK id = 1, code enforces the
    single-row invariant).
  - knowledge_nodes.domains / domain_scores TEXT columns (JSON arrays
    default '[]' / '{}'), domains catalogue table, supporting indexes.
  Phase 4 populates these columns; Phase 1 just exposes the schema.

Consolidation and other cognitive pathways now accept a
&dyn LocalMemoryStore (sync) or Arc<dyn MemoryStore> (async) rather
than a concrete Storage.

Tests:
  - trait-method unit tests colocated in sqlite.rs and migrations.rs
  - embedder/fastembed.rs tests for name/dimension/hash stability
  - new integration crate tests/phase_1 (added to workspace members):
    trait_round_trip (8), embedding_model_registry (7),
    domain_column_migration (5), cognitive_module_isolation (4),
    send_bound_variant (2), embedder_trait (2).

Acceptance gate post-rebase:
  - cargo build --workspace --all-targets: ok
  - cargo clippy --workspace --all-targets -- -D warnings: clean
  - cargo test -p vestige-core --lib: 428 pass
  - cargo test -p vestige-phase-1-tests: 28 pass
  - cargo test -p vestige-mcp --lib: 380 pass (Storage alias preserves
    every existing call site)

Co-existence with v2.1.1 portable-sync: this trait extraction is
additive. Portable-sync's tombstone migrations (V12, V13) remain
on the concrete SqliteMemoryStore; Phase 2 (Postgres) will decide
which of those surfaces graduate into the trait.
2026-06-18 19:07:52 -05:00
Sam Valladares
b45ea819d7 Fix ComposedGraph clippy warnings 2026-06-18 16:08:51 -05:00
Sam Valladares
efbea25133 Add ComposedGraph composition ledger 2026-06-18 16:00:29 -05:00
Sam Valladares
47de61f2d2 feat(config): Phase 2 Configurable Output — vestige.toml + output profiles (v2.1.26)
Rebased on v2.1.25 merge/supersede and bumped the post-release metadata to v2.1.26 so this branch does not roll versions backward.

Adds local vestige.toml defaults, output profiles, and MCP response precedence for search, timeline, codebase context, and session context.

Verified:
- cargo metadata --format-version 1 --locked --no-deps
- cargo test -p vestige-core config --no-fail-fast
- cargo test -p vestige-mcp config --no-fail-fast
2026-06-15 13:51:50 -05:00
brendon
51f08264f7
fix(storage): tolerate SQLite-native datetime format in parse_timestamp
Tolerate SQLite-native timestamps from external writers while preserving RFC3339 as the canonical write format.

Verified locally on the merge result:
- cargo test -p vestige-core test_parse_timestamp_accepts_rfc3339_and_sqlite_native --no-fail-fast

CI/Test Suite on the updated PR branch are green.
2026-06-15 13:50:55 -05:00
Sam Valladares
c23d7a309c
feat(merge-supersede): Phase 3 — diff-previewed, reversible merge/supersede controls (v2.1.25) (#75)
Adds opt-in, preview-first combine/dedupe/supersede on a never-delete
(bitemporal) store. The default is review, never silent mutation. Every applied
operation is recorded as a reversible, auditable event with provenance — a git
reflog for your agent's memory.

Core (vestige-core):
- advanced::merge_supersede — pure Fellegi-Sunter two-threshold scoring
  (embedding + tag + token Jaccard), match/possible/non_match classification,
  plan/diff and operation-log types, merge-composition helpers. Unit-tested.
- storage: merge_candidates, plan_merge, plan_supersede, apply_plan, merge_undo,
  protect/pin, and per-project merge_policy (persisted in fsrs_config, env
  overridable). Supersede invalidates bitemporally (valid_until + superseded_by,
  Graphiti-style "invalidate, don't delete") and keeps the old node queryable.
- Migration V14: merge_plans + merge_operations tables, knowledge_nodes.protected
  and .superseded_by columns + indexes. Idempotent on replay (duplicate-column
  guarded ADD COLUMNs).

MCP (vestige-mcp):
- Seven new tools registered + dispatched: merge_candidates, plan_merge,
  plan_supersede, apply_plan, merge_undo, protect, merge_policy.
- apply_plan requires confirm=true for possible/non_match plans; match plans
  auto-apply only when policy.auto_apply is set (default off).

Tests: candidate-threshold classification, plan-preview makes no mutation,
apply+undo reversibility, supersede bitemporal invalidation preserves old-node
queryability, protect blocks merge-away, low-confidence requires confirm, policy
roundtrip, migration V14 + idempotent replay. All 796 scoped tests pass; clippy
-D warnings clean on touched crates.

Docs: docs/MERGE_SUPERSEDE.md + CHANGELOG entry. Version bump 2.1.23 -> 2.1.25.

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-12 12:55:31 -05:00
Luc Lauzon
b01269db22
feat(mcp/system_status): add optional schema_introspection flag (#69)
* feat(mcp/system_status): add optional schema_introspection flag

Adds an optional `schema_introspection: bool` parameter to the
`system_status` MCP tool. When set to true, the response gains a
`schema` block carrying:

- `schemaVersion` (u32) — highest applied migration, mirrors
  `Storage::current_schema_version` (now exposed via a typed public
  method).
- `schemaVersionAppliedAt` (RFC3339, optional) — timestamp the
  current schema_version row was applied.
- `tables` ([{name, rows, columns}]) — per-table row count + column
  list, walked over the canonical PORTABLE_USER_DATA_TABLES set so
  the surface stays stable across migrations rather than enumerating
  arbitrary sqlite_master rows.
- `embeddingNullCount` (i64) — count of knowledge_nodes with NO row
  in node_embeddings. Distinct from MemoryStats.nodes_with_embeddings
  (which keys off the `has_embedding` flag column), so audit scripts
  can detect drift between the flag and the join-based truth.
- `activeEmbeddingModel` (string, optional) + `activeEmbeddingDimensions`
  (u32, optional) — mirrors the existing MemoryStats active-model
  fields, included here so audits get schema_version + active model
  in a single round-trip.

Motivation: external consumers (audit scripts, migration guards,
downstream binary upgrade scripts) currently must read SQLite
directly to learn the schema shape, which couples them to internals
Vestige owns and breaks on every migration. This PR closes that gap
with a first-class MCP surface.

Implementation:

- New `pub fn schema_introspection() -> Result<SchemaIntrospection>`
  inherent method on `Storage` (sqlite.rs). Inherent, not on a
  trait — schema-walk is SQLite-specific by nature, so this stays
  out of any future MemoryStore trait extraction.
- New typed structs `SchemaIntrospection` + `TableIntrospection` in
  memory/mod.rs (canonical home alongside MemoryStats), re-exported
  from the crate root.
- MCP layer (maintenance.rs) parses `SystemStatusArgs`, conditionally
  extends the existing response object with a `schema` key — additive,
  default off, response shape unchanged when omitted.

Coupling assessment vs PR #61 (storage-trait-phase1):

This PR adds ONE new public inherent method on `Storage` plus uses
three already-existing private helpers (`current_schema_version`,
`table_exists`, `table_row_count`, `table_columns`). It does NOT
touch the existing inherent method signatures, does NOT add anything
to the prospective `MemoryStore` trait surface, and does NOT modify
any of the ~25 methods #61 lifts into the trait. PR #61 is purely
additive on the trait surface (per its description, `pub type
Storage = SqliteMemoryStore;` preserves all existing call sites);
this PR is additive on the inherent surface. Two purely-additive
changes to disjoint surfaces should rebase cleanly.

Tests:
- system_status_schema_has_schema_introspection_flag (schema
  introspection: property present, type=boolean, default=false,
  not required)
- system_status_without_schema_flag_omits_schema_block
  (backwards-compat: unset/false → no `schema` key)
- system_status_with_schema_flag_emits_schema_block (positive case:
  schema block present, schemaVersion >= 13, tables non-empty,
  knowledge_nodes row count + columns sane, convenience fields
  present)
- system_status_camelcase_alias (#[serde(rename_all="camelCase")] +
  alias works for both snake and camel input)
- storage_schema_introspection_method (Storage-layer method tested
  directly, independent of MCP)

Closes the second of two gaps surfaced in the knowledge-mgmt-sota-uplift
initiative. Companion to PR #68 (search.tag_prefix). The two PRs are
deliberately decoupled — this one carries the storage-layer surface
extension; the other is MCP-layer-only.

* fix(memory): derive Default on SchemaIntrospection to satisfy clippy

The manual `impl Default for SchemaIntrospection` tripped
`clippy::derivable_impls` under the workspace's `-D warnings` CI gate.
All fields are types with `Default` impls (`u32`, `Option<T>`, `Vec<T>`,
`i64`), so deriving is equivalent and clippy-clean. Matches the existing
style of `ConsolidationResult` further down in the same file.
2026-06-11 14:24:42 -05:00
Sam Valladares
14b061f124
Release v2.1.23 Receipt Lock hardening
Hardens Sanhedrin Receipt Lock for model-agnostic use, adds fail-open telemetry and receipt docs, fixes smart_ingest batch safety, wires opt-in CUDA Qwen3 device selection, and refreshes dashboard/release assets.\n\nFixes #54\nFixes #58\nFixes #60\nRefs #59
2026-05-27 19:03:16 -05:00
Sam Valladares
7eba0b1e97 Prepare agent-neutral hardening release 2026-05-24 16:09:44 -05:00
Sam Valladares
9936928be9 v2.1.2 Honest Memory
Some checks failed
CI / Test (macos-latest) (push) Has been cancelled
CI / Test (ubuntu-latest) (push) Has been cancelled
Test Suite / Unit Tests (push) Has been cancelled
Test Suite / MCP E2E Tests (push) Has been cancelled
Test Suite / Dashboard Build (push) Has been cancelled
Test Suite / Code Coverage (push) Has been cancelled
CI / Release Build (aarch64-apple-darwin) (push) Has been cancelled
CI / Release Build (x86_64-unknown-linux-gnu) (push) Has been cancelled
CI / Release Build (x86_64-apple-darwin) (push) Has been cancelled
Test Suite / User Journey Tests (push) Has been cancelled
Concrete search, irreversible purge, first-class contradictions tool, vestige update CLI, dense dream persistence fix, embedding-model upgrade repair, and a /dashboard/waitlist Pro early-access preview.

25 MCP tools. SQLite migration v13. Backwards compatible: 'delete' remains as a 'purge' alias.

Closes #50, #51.
2026-05-06 02:22:24 -05:00
Sam Valladares
fb250207a3 Fix embedding model upgrade consolidation
Some checks are pending
CI / Test (macos-latest) (push) Waiting to run
CI / Test (ubuntu-latest) (push) Waiting to run
CI / Release Build (aarch64-apple-darwin) (push) Blocked by required conditions
CI / Release Build (x86_64-unknown-linux-gnu) (push) Blocked by required conditions
CI / Release Build (x86_64-apple-darwin) (push) Blocked by required conditions
Test Suite / Unit Tests (push) Waiting to run
Test Suite / MCP E2E Tests (push) Waiting to run
Test Suite / User Journey Tests (push) Blocked by required conditions
Test Suite / Dashboard Build (push) Waiting to run
Test Suite / Code Coverage (push) Waiting to run
Fixes #51
2026-05-01 05:48:28 -05:00
Sam Valladares
4e9e11ac0b Fix dense dream connection persistence
Fixes #50
2026-05-01 05:37:27 -05:00
Sam Valladares
f3d63af12e Release v2.1.1 portable sync 2026-05-01 05:24:03 -05:00
Sam Valladares
d4313df759 Release v2.1.0
Some checks are pending
CI / Test (macos-latest) (push) Waiting to run
CI / Test (ubuntu-latest) (push) Waiting to run
CI / Release Build (aarch64-apple-darwin) (push) Blocked by required conditions
CI / Release Build (x86_64-unknown-linux-gnu) (push) Blocked by required conditions
CI / Release Build (x86_64-apple-darwin) (push) Blocked by required conditions
Test Suite / Unit Tests (push) Waiting to run
Test Suite / MCP E2E Tests (push) Waiting to run
Test Suite / User Journey Tests (push) Blocked by required conditions
Test Suite / Dashboard Build (push) Waiting to run
Test Suite / Code Coverage (push) Waiting to run
2026-04-27 13:20:51 -05:00
Sam Valladares
0e9b260518 chore: remove 3,091 LOC of orphan code + fix ghost env-var docs
Some checks are pending
CI / Test (macos-latest) (push) Waiting to run
CI / Test (ubuntu-latest) (push) Waiting to run
CI / Release Build (aarch64-apple-darwin) (push) Blocked by required conditions
CI / Release Build (x86_64-unknown-linux-gnu) (push) Blocked by required conditions
CI / Release Build (x86_64-apple-darwin) (push) Blocked by required conditions
Test Suite / Unit Tests (push) Waiting to run
Test Suite / MCP E2E Tests (push) Waiting to run
Test Suite / User Journey Tests (push) Blocked by required conditions
Test Suite / Dashboard Build (push) Waiting to run
Test Suite / Code Coverage (push) Waiting to run
Nine tool modules in crates/vestige-mcp/src/tools/ had zero callers after
the v2.0.x unification work shipped *_unified + maintenance::* replacements.
They'd been #[allow(dead_code)]-papered over and forgotten. Verified each
module independently: grep for tools::<name>::, string dispatch in server.rs,
cross-crate usage — all nine returned zero external callers.

Removed modules (all superseded):
  checkpoint (364 LOC) — no callers anywhere
  codebase (298) — superseded by codebase_unified
  consolidate (36) — superseded by maintenance::execute_consolidate
  ingest (456) — superseded by smart_ingest
  intentions (1,093) — superseded by intention_unified
  knowledge (106) — no callers anywhere
  recall (403) — superseded by search_unified
  search (184) — superseded by search_unified
  stats (132) — superseded by maintenance::execute_system_status

Also removed:
  - EmotionCategory::base_arousal (10 LOC, zero callers)

Kept (still string-dispatched from server.rs):
  - context, feedback, memory_states, review, tagging

Doc fixes (ghost env vars that were documented but zero Rust source reads):
  - docs/CONFIGURATION.md — dropped VESTIGE_DATA_DIR, VESTIGE_LOG_LEVEL rows
    (neither is read anywhere; --data-dir CLI flag + RUST_LOG are the real
    mechanisms). Added the full real env-var table.
  - packages/vestige-mcp-npm/README.md — same two ghost rows dropped
  - docs/VESTIGE_STATE_AND_PLAN.md:399 — dropped VESTIGE_DATA_DIR row
  - docs/VESTIGE_STATE_AND_PLAN.md:709 — typo VESTIGE_API_KEY
    -> VESTIGE_AUTH_TOKEN (matches shipping convention), "open if unset"
    -> "auto-generated if unset" to match actual behavior

Verified post-cleanup:
  - cargo check --workspace       clean
  - cargo clippy --workspace -D warnings  clean
  - cargo test --workspace        1,223 passing / 0 failed
  - cargo build --release -p vestige-mcp  clean

Net: -3,091 LOC (14 files), zero behavior change, zero regressions.
2026-04-23 03:18:53 -05:00
Jan De Landtsheer
5e411833f5
fix(fts): match multi-word queries as implicit-AND, not adjacent phrase
sanitize_fts5_query wraps queries in quotes, producing FTS5 phrase search
where the words must be adjacent. So "quantum physics" against a doc
containing "quantum entanglement superposition physics" returned no FTS
hit; semantic search hid the issue whenever embeddings were enabled.

Add sanitize_fts5_terms that splits into space-separated terms (FTS5
implicit AND, any order, any position), and use it in:

- keyword_search_with_scores (hybrid-search FTS leg) so multi-word
  queries return docs containing all words regardless of adjacency
- a new SqliteMemoryStore::search_terms inherent method for callers
  that want individual-term matching without the full hybrid pipeline

sanitize_fts5_query stays in place; KeywordSearcher still uses it
(phrase semantics preserved where they were wanted).
2026-04-22 10:52:07 +02:00
Bot
5d46ebfd30 fix(timeline): push node_type and tags filters into SQL WHERE
memory_timeline ran node_type and tags as Rust-side `retain` after
`query_time_range`, which applied `LIMIT` in SQL before the retain
saw anything. Against a corpus where one tag or type dominates, a
sparse match could be crowded out of the limit window — the tool
reported "no matches" when matches existed.

Fix: thread `node_type: Option<&str>` and `tags: Option<&[String]>`
through `query_time_range` and apply both as `WHERE` predicates so
`LIMIT` kicks in after filtering. Tag matching uses `tags LIKE '%"tag"%'` —
the quoted pattern pins to exact tags and rejects substring false
positives (e.g. `alpha` no longer matches `alphabet`).

Regression tests in `tools/timeline.rs`:
- test_timeline_node_type_filter_sparse: 10 `fact` + 2 `concept`,
  `limit=5`, query `concept` — asserts 2 rows; fails on pre-fix code.
- test_timeline_tag_filter_sparse: 10 rows tagged `common` + 2 tagged
  `rare`, `limit=5`, query `rare` — asserts 2 rows; same shape for tags.
- test_timeline_tag_filter_exact_match: one `alpha` row + one
  `alphabet` row, query `alpha` — asserts exactly 1 row.

Dashboard caller updated to pass `None, None` for the new filter
params. 19/19 timeline tests pass; 1295/1295 workspace tests pass;
clippy clean on vestige-core and vestige-mcp.

Ported from the Unforgettable/Anamnesis fork.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 15:00:20 -05:00
Sam Valladares
318d4db147 fix(clippy): Rust 1.95 compatibility — sort_by_key + collapsible_match
CI runs on stable Rust which advanced from 1.93 to 1.95, introducing
two newly-enforced lints under -D warnings:

- clippy::unnecessary_sort_by (12 sites) — rewrite sort_by closures
  that only call .cmp on Copy keys as sort_by_key, using std::cmp::Reverse
  for the descending ones.
- clippy::collapsible_match (1 site) — merge the MemoryState::Dormant
  inner if into a match guard. The equivalent rewrite for the Ping/Pong
  arm in websocket.rs is blocked by a move of non-Copy Bytes across the
  match-guard boundary, so that one site gets an explicit #[allow].

Files touched:
- crates/vestige-core/src/advanced/{chains,compression,cross_project,reconsolidation}.rs
- crates/vestige-core/src/codebase/{git,relationships}.rs
- crates/vestige-core/src/neuroscience/{importance_signals,memory_states,predictive_retrieval}.rs
- crates/vestige-mcp/src/tools/{changelog,cross_reference}.rs
- crates/vestige-mcp/src/dashboard/websocket.rs

Verified: cargo clippy --workspace -- -D warnings green on rustc 1.95.0;
cargo test --workspace unchanged (1292 tests green).
2026-04-19 21:11:49 -05:00
Sam Valladares
f9cdcd59eb test(v2.0.7): cover the new behaviors the branch was shipping blind
The pre-merge audit flagged that 4 of the 5 branch commits shipped
with zero assertions exercising the new code paths — existing tests
would have passed if the fixes were reverted to their broken state.
Close that gap with 7 new tests, each touching one specific
behavior:

migrations.rs (2 tests, crates/vestige-core)
  - test_apply_migrations_advances_to_v11_and_drops_dead_tables:
    end-to-end runs the whole V1..V11 chain on an in-memory DB and
    asserts schema_version=11, knowledge_edges absent,
    compressed_memories absent.
  - test_v11_is_idempotent_on_replay: rewinds schema_version to 10
    after a successful apply and re-runs apply_migrations to prove
    `DROP TABLE IF EXISTS` tolerates the already-dropped state.
    Guards against a future refactor accidentally using `DROP TABLE`
    without the guard.

predict.rs (1 test)
  - test_predict_degraded_false_on_happy_path: asserts the new
    `predict_degraded` JSON field is present and `false` on a fresh
    cognitive engine.

changelog.rs (2 tests)
  - test_changelog_malformed_start_returns_error: asserts a bad
    `start` value produces a helpful `Invalid start ... ISO-8601`
    error instead of panicking or silently dropping the filter.
  - test_changelog_filter_field_echoes_start: asserts the response
    `filter.start` field echoes the applied bound so callers can
    confirm their window was honored.

intention_unified.rs (3 tests)
  - test_check_includes_snoozed_when_flag_set: creates an intention,
    snoozes it, calls check with include_snoozed=true, asserts it
    appears in either triggered or pending.
  - test_check_excludes_snoozed_by_default: same setup, default
    flag, asserts the snoozed intention does NOT appear — locks in
    the pre-v2.0.7 behavior for every non-opt-in caller.
  - test_check_item_exposes_status_field: asserts every item in the
    check response carries the new `status` field.

All tests pass. vestige-core moves 366 -> 368, vestige-mcp moves
419 -> 425. Zero regressions under default or qwen3-embed features.
Clippy still clean on both crates.
2026-04-19 17:02:36 -05:00
Sam Valladares
822a7c835b feat(db): V11 migration drops dead knowledge_edges + compressed_memories tables
Both tables were added speculatively in V4 and never received a single
INSERT or SELECT in the codebase. `knowledge_edges` has an elaborate
bi-temporal schema (valid_from, valid_until, confidence) and was marked
DEPRECATED in the same V4 migration that created it — the real edge
table is `memory_connections` (V3). `compressed_memories` was a tiered-
compression feature (compression_ratio, semantic_fidelity, model_used)
but `advanced/compression.rs` operates entirely in-memory and never
touches it.

Both tables are verified single-file references (only migrations.rs).
A grep across crates/ shows zero row reads or writes. Safe to drop
without behaviour change; frees schema space for future migrations.
2026-04-19 16:44:41 -05:00
Sam Valladares
8178beb961 feat(v2.0.5): Intentional Amnesia — active forgetting via top-down inhibitory control
First AI memory system to model forgetting as a neuroscience-grounded
PROCESS rather than passive decay. Adds the `suppress` MCP tool (#24),
Rac1 cascade worker, migration V10, and dashboard forgetting indicators.

Based on:
- Anderson, Hanslmayr & Quaegebeur (2025), Nat Rev Neurosci — right
  lateral PFC as the domain-general inhibitory controller; SIF
  compounds with each stopping attempt.
- Cervantes-Sandoval et al. (2020), Front Cell Neurosci PMC7477079 —
  Rac1 GTPase as the active synaptic destabilization mechanism.

What's new:
* `suppress` MCP tool — each call compounds `suppression_count` and
  subtracts a `0.15 × count` penalty (saturating at 80%) from
  retrieval scores during hybrid search. Distinct from delete
  (removes) and demote (one-shot).
* Rac1 cascade worker — background sweep piggybacks the 6h
  consolidation loop, walks `memory_connections` edges from
  recently-suppressed seeds, applies attenuated FSRS decay to
  co-activated neighbors. You don't just forget Jake — you fade
  the café, the roommate, the birthday.
* 24h labile window — reversible via `suppress({id, reverse: true})`
  within 24 hours. Matches Nader reconsolidation semantics.
* Migration V10 — additive-only (`suppression_count`, `suppressed_at`
  + partial indices). All v2.0.x DBs upgrade seamlessly on first launch.
* Dashboard: `ForgettingIndicator.svelte` pulses when suppressions
  are active. 3D graph nodes dim to 20% opacity when suppressed.
  New WebSocket events: `MemorySuppressed`, `MemoryUnsuppressed`,
  `Rac1CascadeSwept`. Heartbeat carries `suppressed_count`.
* Search pipeline: SIF penalty inserted into the accessibility stage
  so it stacks on top of passive FSRS decay.
* Tool count bumped 23 → 24. Cognitive modules 29 → 30.

Memories persist — they are INHIBITED, not erased. `memory.get(id)`
returns full content through any number of suppressions. The 24h
labile window is a grace period for regret.

Also fixes issue #31 (dashboard graph view buggy) as a companion UI
bug discovered during the v2.0.5 audit cycle:

* Root cause: node glow `SpriteMaterial` had no `map`, so
  `THREE.Sprite` rendered as a solid-coloured 1×1 plane. Additive
  blending + `UnrealBloomPass(0.8, 0.4, 0.85)` amplified the square
  edges into hard-edged glowing cubes.
* Fix: shared 128×128 radial-gradient `CanvasTexture` singleton used
  as the sprite map. Retuned bloom to `(0.55, 0.6, 0.2)`. Halved fog
  density (0.008 → 0.0035). Edges bumped from dark navy `0x4a4a7a`
  to brand violet `0x8b5cf6` with higher opacity. Added explicit
  `scene.background` and a 2000-point starfield for depth.
* 21 regression tests added in `ui-fixes.test.ts` locking every
  invariant in (shared texture singleton, depthWrite:false, scale
  ×6, bloom magic numbers via source regex, starfield presence).

Tests: 1,284 Rust (+47) + 171 Vitest (+21) = 1,455 total, 0 failed
Clippy: clean across all targets, zero warnings
Release binary: 22.6MB, `cargo build --release -p vestige-mcp` green
Versions: workspace aligned at 2.0.5 across all 6 crates/packages

Closes #31
2026-04-14 17:30:30 -05:00
Sam Valladares
95bde93b49 fix: clippy collapsible-if on hybrid_search type filter
CI failed on macOS + Ubuntu with clippy::collapsible_if on the
else-if branch of the exclude_types filter. Collapse the inner
`if` into the `let Some && ...` guard. Semantics preserved — the
includes branch is left as-is to keep include/exclude mutually
exclusive behavior.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-14 14:50:03 -05:00
Bot
f3e25f7503 fix: push type filters into SQL WHERE clause + expose in MCP search
Type filtering (include_types/exclude_types) was applied post-fetch after
the database LIMIT, which could return zero results when all top-N
results were of the filtered type. This pushes type filters into the SQL
WHERE clause in keyword_search_with_scores() so they apply before the
limit. Semantic results still get post-fetch filtering as a safety net
since the vector index cannot filter by type.

Also adds hybrid_search_filtered() as the new primary method, with the
original hybrid_search() delegating to it with no filters for backward
compatibility. The MCP search tool now exposes include_types and
exclude_types parameters.

Includes 5 new test cases covering include, exclude, precedence,
empty results, and backward compatibility.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-13 14:42:16 -05:00
Matthias Queitsch
df6d819add
feat: dream connection eviction uses composite score instead of FIFO 2026-04-13 19:15:31 +02:00
Sam Valladares
5b1127d630 fix: remove vestige-agent from workspace (not shipped), improve reasoning chain output
- Removed vestige-agent and vestige-agent-py from workspace members
  (ARC-AGI-3 code, not part of Vestige release — caused CI failure)
- Improved deep_reference reasoning chain: fuller output with arrows on
  supersession reasoning, longer primary finding preview, fallback message
  when no relations found, boosted relation detection for search results
  with high combined_score

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-09 17:06:24 -05:00
Sam Valladares
04781a95e2 feat: v2.0.4 "Deep Reference" — cognitive reasoning engine + 10 bug fixes
New features:
- deep_reference tool (#22): 8-stage cognitive reasoning pipeline with FSRS-6
  trust scoring, intent classification (FactCheck/Timeline/RootCause/Comparison/
  Synthesis), spreading activation expansion, temporal supersession, trust-weighted
  contradiction analysis, relation assessment, dream insight integration, and
  algorithmic reasoning chain generation — all without calling an LLM
- cross_reference (#23): backward-compatible alias for deep_reference
- retrieval_mode parameter on search (precise/balanced/exhaustive)
- get_batch action on memory tool (up to 20 IDs per call)
- Token budget raised from 10K to 100K on search + session_context
- Dates (createdAt/updatedAt) on all search results and session_context lines

Bug fixes (GitHub Issue #25 — all 10 resolved):
- state_transitions empty: wired record_memory_access into strengthen_batch
- chain/bridges no storage fallback: added with edge deduplication
- knowledge_edges dead schema: documented as deprecated
- insights not persisted from dream: wired save_insight after generation
- find_duplicates threshold dropped: serde alias fix
- search min_retention ignored: serde aliases for snake_case params
- intention time triggers null: removed dead trigger_at embedding
- changelog missing dreams: added get_dream_history + event integration
- phantom Related IDs: clarified message text
- fsrs_cards empty: documented as harmless dead schema

Security hardening:
- HTTP transport CORS: permissive() → localhost-only
- Auth token panic guard: &token[..8] → safe min(8) slice
- UTF-8 boundary fix: floor_char_boundary on content truncation
- All unwrap() removed from HTTP transport (unwrap_or_else fallback)
- Dream memory_count capped at 500 (prevents O(N²) hang)
- Dormant state threshold aligned (0.3 → 0.4)

Stats: 23 tools, 758 tests, 0 failures, 0 warnings, 0 unwraps in production

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-09 16:15:26 -05:00
Matthias Queitsch
47f7d4d55a
fix: specify cache location for ORT fastembed_cache 2026-04-01 13:00:50 +02:00
Sam Valladares
9bdcc69ce3 feat: live memory materialization — nodes spawn in 3D graph in real-time
When memories are created, promoted, deleted, or dreamed via MCP tools,
the 3D graph now shows spectacular live animations:

- Rainbow particle burst + elastic scale-up on MemoryCreated
- Ripple wave cascading to nearby nodes
- Green pulse + node growth on MemoryPromoted
- Implosion + dissolution on MemoryDeleted
- Edge growth animation on ConnectionDiscovered
- Purple cascade on DreamStarted/DreamProgress/DreamCompleted
- FIFO eviction at 50 live nodes to guard performance

Also: graph center defaults to most-connected node, legacy HTML
redirects to SvelteKit dashboard, CSS height chain fix in layout.

Testing: 150 unit tests (vitest), 11 e2e tests (Playwright with
MCP Streamable HTTP client), 22 proof screenshots.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-03 14:04:31 -06:00
Sam Valladares
070889ef26 fix: drop Intel Mac CI target, fix feature-gate dependency chain
ort-sys v2.0.0-rc.11 has no prebuilt ONNX Runtime binaries for
x86_64-apple-darwin, and vestige-mcp requires embeddings to compile.

- Remove x86_64-apple-darwin from CI release matrix (discontinued 2020)
- Fix vestige-mcp Cargo.toml: add default-features=false to vestige-core dep
- Extract sanitize_fts5_query to always-available fts.rs module
- Gate embeddings-only imports in storage/sqlite.rs behind #[cfg]

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-01 22:14:07 -06:00
Sam Valladares
d98cf6136a feat: dashboard v2.1 glassmorphism + graph decomposition + fix flaky macOS vector test
Dashboard v2.1 "Nuclear" upgrade:
- Dark glassmorphism UI system (4-tier glass utilities, ambient orbs, nav glow)
- Graph3D decomposed from 806-line monolith into 10 focused modules
- Custom GLSL shaders (nebula FBM background, chromatic aberration, film grain, vignette)
- Enhanced dream mode with smooth 2s lerped transitions and aurora cycling
- Cognitive pipeline visualizer (7-stage search cascade animation)
- Temporal playback slider (scrub through memory evolution over time)
- Bioluminescent color palette for node types and events

Fix flaky CI test on macOS:
- vector::tests::test_add_and_search used near-identical test vectors (additive phase shift)
- Changed to multiplicative frequency so each seed produces a distinct vector

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-01 21:24:10 -06:00
Sam Valladares
c6090dc2ba fix: v2.0.1 release — fix broken installs, CI, security, and docs
Critical fixes:
- npm postinstall.js: BINARY_VERSION '1.1.3' → '2.0.1' (every install was 404ing)
- npm package name: corrected error messages to 'vestige-mcp-server'
- README: npm install command pointed to wrong package
- MSRV: bumped from 1.85 to 1.91 (uses floor_char_boundary from 1.91)
- CI: removed stale 'develop' branch from test.yml triggers

Security hardening:
- CSP: restricted connect-src from wildcard 'ws: wss:' to localhost-only
- Added X-Frame-Options, X-Content-Type-Options, Referrer-Policy, Permissions-Policy headers
- Added frame-ancestors 'none', base-uri 'self', form-action 'self' to CSP
- Capped retention_distribution endpoint from 10k to 1k nodes
- Added debug logging for WebSocket connections without Origin header

Maintenance:
- All clippy warnings fixed (58 total: redundant closures, collapsible ifs, no-op casts)
- All versions harmonized to 2.0.1 across Cargo.toml and package.json
- CLAUDE.md updated to match v2.0.1 (21 tools, 29 modules, 1238 tests)
- docs/CLAUDE-SETUP.md updated deprecated function names
- License corrected to AGPL-3.0-only in root package.json

1,238 tests passing, 0 clippy warnings.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-01 20:20:14 -06:00
Sam Valladares
ec2af6e71b fix: comprehensive audit fixes for dashboard and backend
Backend:
- Emit WebSocket events from REST delete/promote/demote handlers
- Emit DreamStarted/ConsolidationStarted from MCP tool dispatch
- Add path validation in backup_to() for defense-in-depth

Dashboard:
- Fix ConnectionDiscovered field names (source_id/target_id)
- Fix $effect → onMount in settings (prevents infinite loop)
- Fix $derived → $derived.by in RetentionCurve
- Fix field name mismatches in settings (nodesProcessed, etc.)
- Fix nested <button> → <span role="button"> in memories
- Fix unhandled Promise rejection in stats consolidation
- Add missing EVENT_TYPE_COLORS entries
- Add Three.js resource disposal and event listener cleanup
- Eliminate duplicate root page, redirect to /graph
- Update nav links and keyboard shortcuts to /graph

All 734+ tests passing, 22MB binary, zero build warnings.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-22 15:50:47 -06:00
Sam Valladares
c2d28f3433 feat: Vestige v2.0.0 "Cognitive Leap" — 3D dashboard, HyDE search, WebSocket events
The biggest release in Vestige history. Complete visual and cognitive overhaul.

Dashboard:
- SvelteKit 2 + Three.js 3D neural visualization at localhost:3927/dashboard
- 7 interactive pages: Graph, Memories, Timeline, Feed, Explore, Intentions, Stats
- WebSocket event bus with 16 event types, real-time 3D animations
- Bloom post-processing, GPU instanced rendering, force-directed layout
- Dream visualization mode, FSRS retention curves, command palette (Cmd+K)
- Keyboard shortcuts, responsive mobile layout, PWA installable
- Single binary deployment via include_dir! (22MB)

Engine:
- HyDE query expansion (intent classification + 3-5 semantic variants + centroid)
- fastembed 5.11 with optional Nomic v2 MoE + Qwen3 reranker + Metal GPU
- Emotional memory module (#29)
- Criterion benchmark suite

Backend:
- Axum WebSocket at /ws with heartbeat + event broadcast
- 7 new REST endpoints for cognitive operations
- Event emission from MCP tools via shared broadcast channel
- CORS for SvelteKit dev mode

Distribution:
- GitHub issue templates (bug report, feature request)
- CHANGELOG with comprehensive v2.0 release notes
- README updated with dashboard docs, architecture diagram, comparison table

734 tests passing, zero warnings, 22MB release binary.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-22 03:07:25 -06:00
Sam Valladares
26cee040a5 fix: guard consolidation triggers against recent activity
Triggers 2 (force after 6h stale) and 3 (mini-consolidation after 2h)
fired immediately on fresh schedulers even when user was active, because
they didn't check activity state. Added MIN_BRIEF_IDLE_MINS (5 min)
guard so both triggers require a brief idle period before firing.

Fixes test_consolidation_idle_trigger in CI.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-21 02:21:32 -06:00
Sam Valladares
5b90a73055 feat: Vestige v1.9.1 AUTONOMIC — self-regulating memory with graph visualization
Retention Target System: auto-GC low-retention memories during consolidation
(VESTIGE_RETENTION_TARGET env var, default 0.8). Auto-Promote: memories
accessed 3+ times in 24h get frequency-dependent potentiation. Waking SWR
Tagging: promoted memories get preferential 70/30 dream replay. Improved
Consolidation Scheduler: triggers on 6h staleness or 2h active use.

New tools: memory_health (retention dashboard with distribution buckets,
trend tracking, recommendations) and memory_graph (subgraph export with
Fruchterman-Reingold force-directed layout, up to 200 nodes).

Dream connections now persist to database via save_connection(), enabling
memory_graph traversal. Schema Migration V8 adds waking_tag, utility_score,
times_retrieved/useful columns and retention_snapshots table. 21 MCP tools.

v1.9.1 fixes: ConnectionRecord export, UTF-8 safe truncation, link_type
normalization, utility_score clamping, only-new-connections persistence,
70/30 split capacity fill, nonexistent center_id error handling.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-21 02:02:06 -06:00
Sam Valladares
c29023dd80 feat: Vestige v1.7.0 — 18 tools, automation triggers, SQLite perf
Tool consolidation: 23 → 18 tools
- ingest merged into smart_ingest (single + batch mode)
- session_checkpoint merged into smart_ingest batch (items param)
- promote_memory/demote_memory merged into memory(action=promote/demote)
- health_check/stats merged into system_status

Automation triggers in system_status:
- lastDreamTimestamp, savesSinceLastDream, lastBackupTimestamp,
  lastConsolidationTimestamp — enables Claude to conditionally
  trigger dream/backup/gc/find_duplicates at session start
- Migration v6: dream_history table (dreams were in-memory only)
- DreamHistoryRecord struct + save/query methods
- Dream persistence in dream.rs (non-fatal on failure)

SQLite performance:
- PRAGMA mmap_size = 256MB (2-5x read speedup)
- PRAGMA journal_size_limit = 64MB (prevents WAL bloat)
- PRAGMA optimize = 0x10002 (fresh query planner stats on connect)
- FTS5 segment merge during consolidation (20-40% keyword boost)
- PRAGMA optimize during consolidation cycle

1,152 tests passing, 0 failures, release build clean.
2026-02-20 21:59:52 -06:00
Sam Valladares
ce520bb246 chore: license AGPL-3.0, zero clippy warnings, CHANGELOG through v1.6.0
License:
- Replace MIT/Apache-2.0 with AGPL-3.0-only across all crates and npm packages
- Replace LICENSE file with official GNU AGPL-3.0 text
- Remove LICENSE-MIT and LICENSE-APACHE

Code quality:
- Fix all 44 clippy warnings (zero remaining)
- Collapsible if statements, redundant closures, manual Option::map
- Remove duplicate #[allow(dead_code)] attributes in deprecated tool modules
- Add Default impl for CognitiveEngine
- Replace manual sort_by with sort_by_key

Documentation:
- Update CHANGELOG with v1.2.0, v1.3.0, v1.5.0, v1.6.0 entries
- Update README with v1.6.0 highlights and accurate stats (52K lines, 1100+ tests)
- Add fastembed-rs/ to .gitignore
- Add fastembed-rs to workspace exclude

1115 tests passing, zero warnings, RUSTFLAGS="-Dwarnings" clean.
2026-02-19 03:00:39 -06:00
Sam Valladares
495a88331f feat: Vestige v1.6.0 — 6x storage reduction, neural reranking, instant startup
Four internal optimizations for dramatically better performance:

1. F16 vector quantization (ScalarKind::F16 in USearch) — 2x storage savings
2. Matryoshka 256-dim truncation (768→256) — 3x embedding storage savings
3. Convex Combination fusion (0.3 keyword / 0.7 semantic) replacing RRF
4. Cross-encoder reranker (Jina Reranker v1 Turbo via fastembed TextRerank)

Combined: 6x vector storage reduction, ~20% better retrieval quality.
Cross-encoder loads in background — server starts instantly.
Old 768-dim embeddings auto-migrated on load.

614 tests pass, zero warnings.
2026-02-19 01:09:39 -06:00
Sam Valladares
927f41c3e4 feat: Vestige v1.5.0 — Cognitive Engine, memory dreaming, graph exploration, predictive retrieval
28-module CognitiveEngine with full neuroscience pipeline on every tool call.
FSRS-6 now fully automatic: periodic consolidation (6h timer + inline every
100 tool calls), real retrievability formula, episodic-to-semantic auto-merge,
cross-memory reinforcement, Park et al. triple retrieval scoring, ACT-R
base-level activation, personalized w20 optimization.

New tools (19 → 23):
- dream: memory consolidation via replay, discovers hidden connections
- explore_connections: graph traversal (chain, associations, bridges)
- predict: proactive retrieval based on context and activity patterns
- restore: memory restore from JSON backups

All existing tools upgraded with cognitive pre/post processing pipelines.
33 files changed, ~4,100 lines added.
2026-02-18 23:34:15 -06:00
Sam Valladares
04a3062328 feat: Vestige v1.3.0 — importance scoring, session checkpoints, duplicate detection
3 new MCP tools (16 → 19 total):
- importance_score: 4-channel neuroscience importance scoring (novelty/arousal/reward/attention)
- session_checkpoint: batch smart_ingest up to 20 items with PE Gating
- find_duplicates: cosine similarity clustering with union-find for dedup

CLI: vestige ingest command for memory ingestion via command line
Core: made get_node_embedding public, added get_all_embeddings for dedup scanning

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-12 05:02:09 -06:00
Sam Valladares
34f5e8d52a feat: Vestige v1.2.0 — dashboard, temporal tools, maintenance tools, detail levels
Add web dashboard (axum) on port 3927 with memory browser, search, and
system stats. New MCP tools: memory_timeline, memory_changelog,
health_check, consolidate, stats, backup, export, gc. Search now supports
detail_level (brief/summary/full) to control token usage. Add backup_to()
and get_recent_state_transitions() to storage layer. Bump to v1.2.0.
2026-02-12 04:33:05 -06:00
Sam Valladares
a92fb2b6ed release: v1.1.3 — security hardening, edition 2024, dependency updates
Security:
- Fix RUSTSEC-2026-0007 (bytes integer overflow)
- Restrict SQLite database file permissions to 0600 on Unix
- Add 100KB size limit to intention descriptions (DoS prevention)
- Redact JSON-RPC payloads from debug logs (data leakage prevention)
- Update SECURITY.md with encryption docs and supported versions

Modernization:
- Upgrade Rust edition 2021 → 2024, MSRV 1.75 → 1.85
- Upgrade actions/checkout@v4 → v5, codecov/codecov-action@v3 → v5
- Update all dependencies to latest compatible versions
- Fix edition 2024 match ergonomics in compression.rs

Clippy fixes:
- Rename from_str → parse_name to avoid shadowing FromStr trait
- Replace .max().min() with .clamp()
- Replace sort_by with sort_by_key

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-12 03:19:07 -06:00
Sam Valladares
6a5c3771fb feat: P0/P1 fixes — backup, export, gc, performance, auto-consolidation, encryption
P0 fixes:
- Add `vestige backup <path>` — full DB copy with WAL checkpoint flush
- Add `vestige export --format json|jsonl [--tags] [--since] <path>` —
  paginated memory export with tag/date filtering
- Add `vestige gc --min-retention 0.1 [--max-age-days] [--dry-run] [--yes]`
  — bulk cleanup of stale memories with safety prompts
- Fix apply_decay() scaling: batched pagination (500 rows/batch) with
  explicit transactions instead of loading all nodes into memory
- Fix hidden MCP resources: memory://insights and memory://consolidation-log
  now listed in resources/list (were implemented but undiscoverable)

P1 fixes:
- Add auto-consolidation on server startup: FSRS-6 decay runs in background
  after 2s delay, only if last consolidation was >6 hours ago
- Add encryption at rest via SQLCipher feature flag: use --features encryption
  with VESTIGE_ENCRYPTION_KEY env var (bundled-sqlite and encryption are
  mutually exclusive)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-12 03:02:32 -06:00
Sam Valladares
eb16d684fc fix: use platform cache dir for fastembed models
Previously, fastembed created .fastembed_cache in the current working
directory, polluting project folders with symlinks.

Now uses platform-appropriate cache directories:
- macOS: ~/Library/Caches/com.vestige.core/fastembed
- Linux: ~/.cache/vestige/fastembed
- Windows: %LOCALAPPDATA%\vestige\cache\fastembed

Can still be overridden with FASTEMBED_CACHE_PATH env var.

Fixes user feedback about .fastembed_cache appearing in random folders.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-27 02:32:23 -06:00
Sam Valladares
e06dd3d69a chore: cleanup dead code warnings and apply clippy fixes for v1.1.1
- Add #![allow(dead_code)] to deprecated tool modules (kept for
  backwards compatibility but not exposed in MCP tool list)
- Mark unused functions with #[allow(dead_code)] annotations
- Fix unused variable warnings (prefix with _)
- Apply clippy auto-fixes for redundant closures and derives
- Fix test to account for protocol version negotiation
- Reorganize tools/mod.rs to clarify active vs deprecated tools

Security review: LOW RISK - no critical vulnerabilities found
Dead code review: deprecated tools properly annotated

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-27 01:23:27 -06:00
Sam Valladares
bfa91474a6 fix: resolve UTF-8 string slicing bugs and feature flag issues
- Fix silent errors in stdio.rs: clients now receive fallback error
  responses instead of hanging when JSON serialization fails
- Fix UTF-8 panics in keyword.rs: use char-aware slicing instead of
  byte offsets for query sanitization and term highlighting
- Fix UTF-8 panics in prospective_memory.rs: replace hard-coded byte
  offsets with char-aware slicing for natural language parsing
- Fix UTF-8 panics in git.rs: convert byte positions to char positions
  before slicing commit messages
- Fix feature flag bug in vestige-mcp: add proper [features] section
  to forward embeddings and vector-search features from vestige-core,
  enabling the #[cfg(feature = "embeddings")] initialization code

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-27 01:14:59 -06:00
Sam Valladares
f10367ecd0 fix: add explicit embedding initialization with error logging
When embeddings fail to initialize in the MCP server context (e.g., due
to working directory issues), the error was silently swallowed and
smart_ingest would fall back to regular ingest without explanation.

Changes:
- Add init_embeddings() method to Storage for explicit initialization
- Initialize embeddings at MCP server startup with error logging
- Add check_ready() method to EmbeddingService for error access
- Log warning when is_ready() returns false

Now users will see clear error messages like:
"Failed to initialize embedding service: ..."
"Hint: Check FASTEMBED_CACHE_PATH or ensure ~/.fastembed_cache exists"

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-27 01:04:06 -06:00
Sam Valladares
bbd1c15b4a Add Prediction Error Gating and smart_ingest tool (26 tools total)
Implements neuroscience-inspired memory gating based on prediction error:
- New smart_ingest MCP tool that auto-decides CREATE/UPDATE/SUPERSEDE
- PredictionErrorGate evaluates semantic similarity vs existing memories
- Automatically supersedes demoted memories with similar new content
- Reinforces near-identical memories instead of creating duplicates
- Adds promote_memory/demote_memory/request_feedback tools

Thresholds:
- >0.92 similarity = Reinforce existing
- >0.75 similarity = Update/Merge
- <0.75 similarity = Create new
- Demoted + similar = Auto-supersede

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-25 13:30:03 -06:00
Sam Valladares
5337efdfa7 Switch embedding model from BGE to nomic-embed-text-v1.5
- Replace BGE-base-en-v1.5 with nomic-embed-text-v1.5
- 8192 token context window (vs 512 for BGE)
- Matryoshka representation learning support
- Fully open source with training data released
- Same 768 dimensions, no schema changes required

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-25 03:11:15 -06:00
Sam Valladares
f9c60eb5a7 Initial commit: Vestige v1.0.0 - Cognitive memory MCP server
FSRS-6 spaced repetition, spreading activation, synaptic tagging,
hippocampal indexing, and 130 years of memory research.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-25 01:31:03 -06:00