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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>
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README.md
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README.md
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[](https://github.com/samvallad33/vestige)
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[](https://github.com/samvallad33/vestige/releases/latest)
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[](https://github.com/samvallad33/vestige/actions)
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[](https://github.com/samvallad33/vestige/actions)
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[](LICENSE)
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[](https://modelcontextprotocol.io)
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Built on 130 years of memory research — FSRS-6 spaced repetition, prediction error gating, synaptic tagging, spreading activation, memory dreaming — all running in a single Rust binary with a 3D neural visualization dashboard. 100% local. Zero cloud.
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[Quick Start](#quick-start) | [Dashboard](#-3d-memory-dashboard) | [How It Works](#-the-cognitive-science-stack) | [Tools](#-21-mcp-tools) | [Docs](docs/)
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[Quick Start](#quick-start) | [Dashboard](#-3d-memory-dashboard) | [How It Works](#-the-cognitive-science-stack) | [Tools](#-23-mcp-tools) | [Docs](docs/)
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</div>
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│ 15 REST endpoints · WS event broadcast │
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├─────────────────────────────────────────────────────┤
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│ MCP Server (stdio JSON-RPC) │
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│ 21 tools · 29 cognitive modules │
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│ 23 tools · 29 cognitive modules │
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├─────────────────────────────────────────────────────┤
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│ Cognitive Engine │
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│ ┌──────────┐ ┌──────────┐ ┌───────────────┐ │
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---
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## 🛠 21 MCP Tools
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## 🛠 23 MCP Tools
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### Context Packets
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| Tool | What It Does |
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| `backup` / `export` / `gc` | Database backup, JSON export, garbage collection |
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| `restore` | Restore from JSON backup |
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### Deep Reference (v2.0.4)
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| Tool | What It Does |
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|------|-------------|
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| `deep_reference` | **Cognitive reasoning across memories.** 8-stage pipeline: FSRS-6 trust scoring, intent classification, spreading activation, temporal supersession, contradiction analysis, relation assessment, dream insight integration, and algorithmic reasoning chain generation. Returns trust-scored evidence with a pre-built reasoning scaffold. |
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| `cross_reference` | Backward-compatible alias for `deep_reference`. |
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---
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## Make Your AI Use Vestige Automatically
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