{
  "markdown": "# Engram Plugin for Claude Code & Cowork\n\n**Persistent memory for AI agents.** Give Claude real memory that survives across sessions.\n\n## What it does\n\nEngram gives Claude persistent, intelligent memory:\n\n- **Semantic recall** -- find relevant memories by meaning, not just keywords\n- **Automatic consolidation** -- episodes distill into knowledge over time\n- **Knowledge graph** -- entities and relationships extracted automatically\n- **Bi-temporal tracking** -- facts have validity windows, contradictions are detected\n- **92% on DMR benchmark, 80% on LOCOMO** -- real benchmarks, not hand-waving\n\n## Installation\n\n### From Claude Code\n\n```bash\nclaude plugin install engram\n```\n\n### From Cowork\n\nInstall from [claude.com/plugins](https://claude.com/plugins).\n\n## Prerequisites\n\nEngram needs a one-time setup:\n\n```bash\nnpx engram-sdk@latest init\n```\n\nThis creates a local vault at `~/.engram/default.db` and sets up your Gemini API key for embeddings.\n\n**Optional:** Connect to the hosted API for team sharing and cloud sync:\n```bash\nnpx engram-sdk@latest connect https://api.engram.fyi --api-key YOUR_KEY\n```\n\n## Skills (automatic)\n\nThese activate automatically when relevant:\n\n| Skill | Triggers on |\n|-------|------------|\n| **memory-recall** | Questions about past work, decisions, people, preferences |\n| **memory-remember** | Important decisions, preferences, project updates |\n| **memory-consolidate** | End of long sessions, memory maintenance |\n| **memory-brief** | Session start, \"catch me up\", context switching |\n\n## Commands (explicit)\n\n| Command | Usage |\n|---------|-------|\n| `/engram:recall <topic>` | Search memory for a topic |\n| `/engram:remember <text>` | Store something in memory |\n| `/engram:brief [context]` | Get a session briefing |\n| `/engram:stats` | View vault statistics |\n\n## How it works\n\nEngram runs as an MCP server alongside Claude. When installed:\n\n1. **On session start:** Claude automatically recalls relevant context\n2. **During conversation:** Important decisions and facts are stored\n3. **On session end:** Consolidation distills episodes into knowledge\n4. **Next session:** Claude remembers everything\n\nAll data is stored locally in SQLite by default. No data leaves your machine unless you explicitly connect to the hosted API.\n\n## Links\n\n- **Website:** [engram.fyi](https://engram.fyi)\n- **Documentation:** [engram.fyi/docs](https://engram.fyi/docs)\n- **Research:** [engram.fyi/research](https://engram.fyi/research)\n- **npm:** [engram-sdk](https://www.npmjs.com/package/engram-sdk)\n- **GitHub:** [tstockham96/engram](https://github.com/tstockham96/engram)\n\n## License\n\nProprietary EULA. Free to install and use.\n",
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