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Your agent can react to its own memory changes.\n\n**Thermodynamic Decay** — Memories have heat. Frequently accessed memories stay hot; ignored ones cool and eventually fall out of context. Three modes: time-only, interaction-only, or hybrid (default).\n\n## Install\n\n```bash\nopenclaw skill install @digitalforgestudios/openclaw-sulcus\n```\n\n## Quick Start\n\nAdd to your OpenClaw config (`openclaw.json`):\n\n```json\n{\n  \"plugins\": {\n    \"slots\": {\n      \"memory\": \"openclaw-sulcus\"\n    },\n    \"entries\": {\n      \"openclaw-sulcus\": {\n        \"enabled\": true,\n        \"config\": {\n          \"serverUrl\": \"https://api.sulcus.ca\",\n          \"apiKey\": \"sk-YOUR_KEY_HERE\",\n          \"agentId\": \"my-agent\",\n          \"namespace\": \"my-agent\",\n          \"autoRecall\": true,\n          \"autoCapture\": true\n        }\n      }\n    }\n  }\n}\n```\n\nRestart: `openclaw gateway restart`\n\n**No API key?** The plugin works in local-only mode without cloud sync. Get a key at [sulcus.ca](https://sulcus.ca) → Dashboard → API Keys.\n\n## Features\n\n### Context Engine (v7.0+)\n\nThe Context Engine registers as an OpenClaw context provider with `ownsCompaction: true`, giving Sulcus full control over how your agent's context window is managed.\n\n- **Constructive assembly** — Builds context as a constructed view, not a patched log. Recent turns render at full fidelity; older turns use SILU-generated pointer summaries.\n- **Overflow prevention** — Emergency brake at 90% budget, cumulative pressure tracking, adaptive compaction intervals based on growth rate.\n- **Working memory cache** — Per-session cache of tool results with automatic Sulcus ingestion. Large results are stored in memory and replaced with pointers.\n- **Session knowledge extraction** — Automatically identifies and captures decisions, file paths, commands, and intents from the conversation.\n- **26 configurable thresholds** — Every ratio, char limit, and interval is tunable. No hardcoded magic numbers.\n\n### SIU v2 Pipeline\n\nEvery `memory_store` fires the full pipeline automatically:\n\n1. **SIVU** — Utility scoring. Quality gate that accepts or rejects content. ONNX inference, <1ms.\n2. **SICU** — Type classification. Auto-classifies into memory types. ONNX inference, <1ms.\n3. **SILU** — Entity extraction + graph relationships. LLM-powered, async.\n4. **AGE graph** — Apache AGE knowledge graph updated with entities and edges.\n5. **Triggers** — Reactive trigger rules evaluated against the event.\n\n### Multi-Signal Recall\n\nRecall combines multiple signals for relevance ranking:\n\n- Semantic similarity (vector search)\n- Full-text search with phrase proximity\n- Thermodynamic heat (access-based decay)\n- Knowledge graph neighbors (entity context)\n- Temporal recency with type-aware half-lives\n- Proper noun and keyword overlap boosts\n- Confidence weighting and conflict detection\n\n### SIRU — Adaptive Scoring\n\nThe Sulcus Intelligent Recall Unit learns your agent's recall patterns. After 20+ sessions, SIRU training optimizes scoring weights per namespace. Falls back to heuristic defaults until trained.\n\n### Reactive Triggers\n\nRules that fire on memory events:\n\n- **Events:** `on_store`, `on_recall`, `on_boost`, `on_decay`\n- **Actions:** notify, boost, pin, tag, deprecate, webhook, chain\n- **SITU training:** Feedback loop improves trigger accuracy over time\n\n### Local-First Architecture (v7.2.0+)\n\n- **SulcusLocalClient** — HTTP client for a localhost sidecar with health tracking\n- **RetryQueue** — Bounded in-memory retry buffer for failed remote writes\n- **Dual-write** — Local-first on store, fire-and-forget sync to cloud\n- **Local-first recall** — Sidecar is the fast path, cloud is the fallback\n\n## Tools\n\n| Tool | Description |\n|---|---|\n| `memory_store` | Store a memory. SIU pipeline fires automatically. |\n| `memory_recall` | Multi-signal semantic search with relevance scoring. |\n| `memory_status` | Backend status, namespace info, hot nodes, decay mode. |\n| `memory_delete` | Delete a memory by ID. Optionally trains SIVU rejection. |\n| `consolidate` | Merge and prune cold memories below a heat threshold. |\n| `export_markdown` | Export all memories as Markdown. |\n| `import_markdown` | Import memories from Markdown. |\n| `evaluate_triggers` | Evaluate reactive triggers against an event. |\n| `trigger_feedback` | Submit feedback to improve trigger accuracy. |\n\n## Memory Types\n\n| Type | Decay Rate | Use For |\n|---|---|---|\n| `episodic` | Fast | Events, sessions, one-off observations |\n| `semantic` | Slow | Concepts, relationships, domain knowledge |\n| `preference` | Slower | User preferences, opinions, style choices |\n| `fact` | Slow | Stable factual knowledge |\n| `procedural` | Slowest | How-tos, processes, workflows |\n\n## Configuration\n\n| Option | Default | Description |\n|---|---|---|\n| `serverUrl` | — | Sulcus cloud URL (e.g. `https://api.sulcus.ca`) |\n| `apiKey` | — | Sulcus API key |\n| `agentId` | — | Agent identifier |\n| `namespace` | `agentId` | Memory namespace |\n| `autoRecall` | `false` | Inject relevant memories before each turn |\n| `autoCapture` | `false` | Auto-store important conversation content |\n| `maxRecallResults` | `5` | Max memories injected per turn |\n| `minRecallScore` | `0.3` | Min relevance score for auto-recall (0–1) |\n| `boostOnRecall` | `true` | Heat boost on recall (spaced repetition) |\n| `captureOnCompaction` | `true` | Preserve memories before compaction |\n| `captureOnReset` | `true` | Capture session summary on `/reset` |\n| `captureFromAssistant` | `false` | Capture from assistant messages |\n| `maxCapturePerTurn` | `3` | Max auto-captures per turn |\n| `tokenBudget` | `10000` | Token budget for context injection |\n| `maxRecallChars` | `2000` | Max chars per recalled memory |\n\n### Context Engine Config\n\n```json\n{\n  \"contextEngine\": {\n    \"compactMode\": \"smart\",\n    \"thresholds\": {\n      \"compactionTriggerRatio\": 0.75,\n      \"trimTriggerRatio\": 0.65,\n      \"largeResultChars\": 3000,\n      \"emergencyBrakeRatio\": 0.90,\n      \"emergencyHeadChars\": 250,\n      \"emergencyTailChars\": 250,\n      \"cumulativePressureChars\": 50000,\n      \"highGrowthTokensPerTurn\": 10000\n    }\n  }\n}\n```\n\n## Hooks\n\n| Hook | Description |\n|---|---|\n| `before_prompt_build` | Injects memory awareness + hot context |\n| `before_agent_start` | Auto-recall relevant memories for the turn |\n| `agent_end` | Post-turn capture, triggers, knowledge extraction |\n| `build_context` | Context Engine assembly (when ownsCompaction enabled) |\n| `on_compaction` | Memory preservation before context compaction |\n| `on_reset` | Session summary capture |\n\n## Links\n\n- **Website:** [sulcus.ca](https://sulcus.ca)\n- **npm:** [@digitalforgestudios/openclaw-sulcus](https://www.npmjs.com/package/@digitalforgestudios/openclaw-sulcus)\n- **GitHub:** [digitalforgeca/sulcus](https://github.com/digitalforgeca/sulcus)\n- **OpenClaw:** [openclaw.ai](https://openclaw.ai)\n\n## License\n\nMIT — [Digital Forge Studios Inc.](https://dforge.ca)\n","readmeFilename":"README.md"}