# Send Openclaw Memories to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "openclaw-memory-2", "name": "Openclaw Memories", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/arosstale/openclaw-memory-2", "canonicalUrl": "https://clawhub.ai/arosstale/openclaw-memory-2", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/openclaw-memory-2", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-2", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ ".github/workflows/ci.yml", "README.md", "SKILL.md", "package.json", "pnpm-lock.yaml", "src/__tests__/integration.test.ts" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "openclaw-memory-2", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-06T15:04:50.784Z", "expiresAt": "2026-05-13T15:04:50.784Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-2", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-2", "contentDisposition": "attachment; filename=\"openclaw-memory-2-2.0.1.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "openclaw-memory-2" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/openclaw-memory-2" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/openclaw-memory-2", "downloadUrl": "https://openagent3.xyz/downloads/openclaw-memory-2", "agentUrl": "https://openagent3.xyz/skills/openclaw-memory-2/agent", "manifestUrl": "https://openagent3.xyz/skills/openclaw-memory-2/agent.json", "briefUrl": "https://openagent3.xyz/skills/openclaw-memory-2/agent.md" } } ``` ## Documentation ### OpenClaw Memory System Three components for agent memory: ALMA — Evolves memory designs through mutation + evaluation (offline) Observer — Extracts structured facts from conversations via LLM API (requires API key) Indexer — Full-text search over workspace Markdown files (offline) ### Environment Variables Observer requires one of: OPENAI_API_KEY ANTHROPIC_API_KEY Or pass apiKey in config ALMA and Indexer require no keys or network access. ### ALMA (Algorithm Learning via Meta-learning Agents) Proposes memory system designs, evaluates them, keeps the best. Uses gaussian mutation and simulated annealing to explore the design space. alma.propose() → design alma.evaluate(design.id, metrics) → score alma.best() → top design alma.top(5) → leaderboard ### Observer Sends conversation history to an LLM, gets back structured facts: Kind: world fact / biographical / opinion / observation Priority: high / medium / low Entities: mentioned people/places Confidence: 0.0–1.0 for opinions Fails gracefully — returns empty array if LLM is unavailable. ### Indexer Chunks workspace Markdown files and indexes them for search: MEMORY.md — core facts memory/YYYY-MM-DD.md — daily logs bank/entities/*.md — entity summaries bank/opinions.md — beliefs with confidence indexer.index() → count of chunks indexed indexer.search('query') → ranked results indexer.rebuild() → re-index from scratch ### Install npm install @artale/openclaw-memory ### Limitations Indexer uses an in-memory mock database, not real SQLite FTS5. Search works but ranking is simplified. Observer calls remote APIs — not offline. Only ALMA and Indexer work without network. No dashboard — removed in v2 for simplicity. ### Source 5 files, 578 lines, 0 runtime dependencies. https://github.com/arosstale/openclaw-memory ## Trust - Source: tencent - Verification: Indexed source record - Publisher: arosstale - Version: 2.0.1 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-06T15:04:50.784Z - Expires at: 2026-05-13T15:04:50.784Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/openclaw-memory-2) - [Send to Agent page](https://openagent3.xyz/skills/openclaw-memory-2/agent) - [JSON manifest](https://openagent3.xyz/skills/openclaw-memory-2/agent.json) - [Markdown brief](https://openagent3.xyz/skills/openclaw-memory-2/agent.md) - [Download page](https://openagent3.xyz/downloads/openclaw-memory-2)