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\n\n# OwnMem\n\n**Git-native memory for AI coding agents**\n\nOpen-source project memory for Claude Code, Codex, Cursor, Gemini CLI, and other AI coding agents — local, deterministic, reviewable, and never written behind your back.\n\n[](https://www.npmjs.com/package/ownmem)\n[](https://www.npmjs.com/package/ownmem)\n[](https://github.com/grpcer/ownmem/stargazers)\n[](https://github.com/grpcer/ownmem/actions/workflows/ci.yml)\n[](https://nodejs.org)\n[](./LICENSE)\n\n**English** · [简体中文](./docs/i18n/README.zh-CN.md) · [繁體中文](./docs/i18n/README.zh-TW.md) · [日本語](./docs/i18n/README.ja.md) · [한국어](./docs/i18n/README.ko.md) · [Español](./docs/i18n/README.es.md) · [Français](./docs/i18n/README.fr.md) · [Deutsch](./docs/i18n/README.de.md) · [Português (BR)](./docs/i18n/README.pt-BR.md)\n\n
\n\n## ✨ Why OwnMem\n\nMost AI agent memory systems optimize for remembering more. OwnMem starts with a different question: **who owns project knowledge, who may change it, and how can a bad memory be stopped before it changes a coding agent's actions?**\n\n| Advantage | What it means in practice |\n| --- | --- |\n| **The repository owns memory** | Readable Markdown in `.ownmem/` travels through clone, review, and rollback with the code, and every agent in the repository reads the same source. |\n| **Deterministic local recall** | Default recall makes no model or network call; the same query, config, and snapshot produce the same ranking. |\n| **Evidence before authority** | Content cannot declare itself trusted. Independent receipts and live evidence checks decide delivery. |\n| **It tells you when it does not know** | Delivery is graded: the memory quoted, up to three pointers, or an abstention that names the gate that refused. |\n| **Net-zero growth** | A hard entry count that only ratchets down, so adding to a full corpus means retiring something in the same change. |\n\n\n \n \n\n\nMeasured on the locked CC0 corpus in this repository. Reproduce it in a clone with `npm run benchmark`.\n\n## 🆚 How it compares\n\nOwnMem does not replace `CLAUDE.md` or `AGENTS.md`. Those files say how to work here, and they are read in full every turn. OwnMem answers a different question — which of the things this project learned the hard way are worth putting in front of the model *for this task* — and it is allowed to answer “none of them”.\n\n| | Instruction files | Built-in agent memory | OwnMem |\n| --- | --- | --- | --- |\n| Who writes it | you, by hand | the agent, from your conversations | you, reviewed like code |\n| Where it lives | one file in the repository | the vendor's account | Markdown in your repository |\n| What reaches the model | all of it, every turn | whatever its own recall picked | one of three tiers, under a token budget |\n| When an entry is wrong | you edit the file | you may never see the entry | evidence drift downgrades it and names what moved |\n| Cost per turn | the whole file in tokens | a retrieval call | no model call, no network call |\n\n## 🚀 Quick start\n\nRequires Node.js 20.6 or newer. Run this inside the repository that should own the memory:\n\n```bash\nnpm install --save-dev ownmem\nnpx ownmem init --hook --hosts claude,codex\n```\n\nReopen the agent afterwards. Name the hosts you use in `--hosts` (`claude`, `codex`, `cursor`, `gemini`, `grok`); the list is recorded, and passing it again later is how a host is added or removed. `init` creates `.ownmem/` and the host adapters, edits instruction files such as `CLAUDE.md` only inside managed blocks, and prints any one-time step a host still needs. Add `--check` to the same command to preview it, and `--locale auto` to write the generated instructions in your system language.\n\n| Host | How recall happens | Setup |\n| --- | --- | --- |\n| Claude Code | A hook before every Edit and Write, and on request | `claude` |\n| Codex | A hook before every patch it applies, and on request | `codex`; the hooks need three one-time trust steps, which `init` prints |\n| Grok CLI | Reads Claude Code's hook configuration through its compatibility layer | `grok`, alongside `claude` if you use both; trust the folder once with `/hooks-trust` |\n| Cursor | An always-applied rule, or the MCP server | `cursor`; the MCP server takes one manual step, see [Plugins](./docs/PLUGINS.md) |\n| Gemini CLI | Instructions, or the MCP server | `gemini`; the MCP server takes one manual step, see [Plugins](./docs/PLUGINS.md) |\n\n> **⚠️ Upgrading from 0.6.0?** Update the package with `npm install --save-dev ownmem@latest`, then run `npx ownmem init --update` before anything else. 0.6.0 installed hooks whose subcommands no longer exist, so an installation that keeps them runs a failing command on every Bash call. The update removes them and never touches hooks you wrote yourself. [Updating](./docs/UPDATING.md) covers the rest, including the `core.hooksPath` cleanup.\n\n## 💬 Daily use\n\nKeep working in plain language. Your agent drafts a memory when you ask for one, and you review it like code:\n\n> “Remember this: staging deployment timeouts come from the pool cap, not too few workers. Check both together next time.”\n\n> “Before changing this, check whether the project memory has seen the same failure.”\n\nRecall answers in one of three tiers: the memory quoted, up to three pointers to go and read, or an abstention. A real run:\n\n```console\n$ npx ownmem recall -- \"staging deploy timed out again, should I add more workers?\"\n== staging deploy timed out again, should I add more workers? ==\n staging_timeout_pool_cap [score=0.875 lanes=exact,bm25f,ngram fields=body,codePath,description,hooks,name,triggers]\n matched deploy,more,out,staging,staging deploy timed out,timed\n trust advisory authority · lifecycle advisory (not fully verified)\n Treat it as a lead to re-check against the code, not as an established fact.\n excerpt(body) **Why**: `DB_POOL_MAX` is 10 on staging. Adding workers only queues more requests behind the same ten connections, so the deploy health check times out sooner, not later.\n file .ownmem/staging_timeout_pool_cap.md\n```\n\nTrust is stated, not implied. Nothing backs this entry yet — no review has confirmed it, and it cites no authority document or code anchor — so it arrives as a lead to re-check rather than as an established fact.\n\nThe commands you will reach for yourself:\n\n```bash\nnpx ownmem new staging_timeout_pool_cap # scaffold one memory that already passes every gate\nnpx ownmem report --since 7d # used? fast enough? right? what to do next\nnpx ownmem dashboard --open # open the local console\nnpx ownmem mcp # serve recall and read to any MCP host over stdio\n```\n\n\n\n`ownmem mcp` exists for hosts without hooks. It exposes exactly two tools, `recall` and `read`, and neither can change a memory; the gate commands (`audit`, `trust`, `compile`) and every memory write stay off that surface. [Plugins](./docs/PLUGINS.md) shows how to register it so it runs the project's own copy.\n\n## 🧩 How it works\n\n\n \n \n\n\n- **Repository source of truth.** L1 routing, L2 area indexes, and L3 topics remain reviewable Markdown; trust receipts live outside the text they authorize.\n- **Compile, then recall.** Schema, graph, lifecycle, and evidence gates produce a content-addressed immutable snapshot. Five deterministic lanes — exact, BM25F, n-gram, fuzzy, and graph — are fused locally; embeddings are an optional sixth lane at weight 0 until local A/B evidence passes.\n- **Four gates, three tiers.** Relevance, epistemic validity, task applicability, and action risk each refuse on their own grounds. Above a threshold read off an ablation curve the memory is quoted; below it come up to three pointers that are explicitly not answers; with nothing qualified, an abstention that names the gate that refused.\n- **No unattended writes.** There is no coordinator, no promotion, and no candidate queue. The package measures, proposes, and refuses; every change to memory is a commit somebody makes, and no ranking change lands without the evaluation harness.\n\nMechanisms, threat model, and research mapping: [Technical design](./docs/TECHNICAL.md).\n\n## 🔒 Privacy and boundaries\n\n- **Local by default.** Ranking reads repository files and local snapshots only: no LLM call, no network request, no retrieval API bill. Delivered excerpts still use the agent's context window, capped by the configured budget.\n- **Telemetry stays on the machine.** Runtime events live in a Git-ignored directory and expire after thirty days. The daily pass (`ownmem daily`) reduces each finished day to a counted package with no query text, topic bodies, or file paths. Missing samples show as unavailable, never as 0%.\n- **Retrieved text is data.** It cannot override host instructions or authorize a tool, and an agent's self-attribution never counts as user confirmation.\n- **Failures are visible.** An entry with unsigned content or an unverifiable evidence target is withheld; evidence drift downgrades it to advisory and names what moved.\n- **Keep secrets out.** Secrets and personal or production data that do not belong in Git do not belong in memory.\n\n## 🧭 When to use it\n\n| Good fit | Choose another system when |\n| --- | --- |\n| A team wants project knowledge reviewed and migrated with code. | You need a cross-repository personal profile or global user memory. |\n| Several coding agents rotate through one repository. | You need to capture every conversation automatically with no evidence or risk boundary. |\n| Local, reproducible recall with no retrieval API bill matters. | You need large-scale cloud vector search or a real-time global knowledge graph. |\n| Bad memory must be attributable, rejectable, and reversible. | Maximum recall volume matters more than governance. |\n\n## 📚 Documentation\n\n| Document | Purpose |\n| --- | --- |\n| [Architecture](./docs/ARCHITECTURE.md) | Package boundaries, snapshots, trust, and delivery |\n| [Technical design](./docs/TECHNICAL.md) | Mechanisms, threat model, and research mapping |\n| [Plugins](./docs/PLUGINS.md) | Per-host setup, plugins, and trust steps |\n| [Updating](./docs/UPDATING.md) | Safe repository updates and version migrations |\n| [Privacy](./docs/PRIVACY.md) | Local data and optional channel boundaries |\n| [Changelog](./CHANGELOG.md) | Version history |\n| [Contributing](./.github/CONTRIBUTING.md) | Reporting issues and sending changes |\n| [Security](./.github/SECURITY.md) | Reporting a vulnerability |\n| [License](./LICENSE) | Apache-2.0 |\n\n\nResearch lineage\n\nOwnMem does not claim these foundations as inventions. Its contribution is their composition into an executable protocol for repository memory:\n\n- **Agent memory and reflection:** [Reflexion (NeurIPS 2023)](https://papers.neurips.cc/paper_files/paper/2023/hash/1b44b878bb782e6954cd888628510e90-Abstract-Conference.html), [MemGPT (2023)](https://arxiv.org/abs/2310.08560)\n- **Memory and knowledge-base poisoning:** [AgentPoison (NeurIPS 2024)](https://proceedings.neurips.cc/paper_files/paper/2024/hash/eb113910e9c3f6242541c1652e30dfd6-Abstract-Conference.html), [PoisonedRAG (USENIX Security 2025)](https://www.usenix.org/conference/usenixsecurity25/presentation/zou-poisonedrag)\n- **Untrusted data separated from authority:** [CaMeL: Defeating Prompt Injections by Design (2025)](https://arxiv.org/abs/2503.18813)\n- **Independent provenance:** [in-toto (USENIX Security 2019)](https://www.usenix.org/conference/usenixsecurity19/presentation/torres-arias)\n- **Selective prediction and abstention:** [Selective Classification (JMLR 2010)](https://jmlr.org/papers/v11/el-yaniv10a.html)\n- **Ablation-based validation:** [Metamorphic Testing (1998)](https://www.cse.ust.hk/~scc/publ/CS98-01-metamorphictesting.pdf)\n- **Decomposed retrieval evaluation:** [ARES (NAACL 2024)](https://aclanthology.org/2024.naacl-long.20/), [RAGChecker (2024)](https://arxiv.org/abs/2408.08067)\n\nThese citations describe the research lineage; they do not imply that the papers implement OwnMem or that OwnMem reproduces their experiments.\n\n\n\nOwnMem is open source. Reproducible issues and pull requests are welcome.\n","readmeFilename":"README.md"}
![\"OwnMem](\"./docs/assets/benchmark-dark.svg\")
\n![\"The](\"./docs/assets/console.png\")
\n\n`ownmem mcp` exists for hosts without hooks. It exposes exactly two tools, `recall` and `read`, and neither can change a memory; the gate commands (`audit`, `trust`, `compile`) and every memory write stay off that surface. [Plugins](./docs/PLUGINS.md) shows how to register it so it runs the project's own copy.\n\n## 🧩 How it works\n\n![\"OwnMem](\"./docs/assets/architecture-dark.svg\")
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