# Send Openclaw Memory Qdrant 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-qdrant", "name": "Openclaw Memory Qdrant", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/zuiho-kai/openclaw-memory-qdrant", "canonicalUrl": "https://clawhub.ai/zuiho-kai/openclaw-memory-qdrant", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/openclaw-memory-qdrant", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-qdrant", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "CHANGELOG.md", "index.js", "openclaw.plugin.json", "package-lock.json", "package.json", "README.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "openclaw-memory-qdrant", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-06T15:07:00.671Z", "expiresAt": "2026-05-13T15:07:00.671Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-qdrant", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-qdrant", "contentDisposition": "attachment; filename=\"openclaw-memory-qdrant-1.0.15.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "openclaw-memory-qdrant" }, "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-qdrant" }, "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-qdrant", "downloadUrl": "https://openagent3.xyz/downloads/openclaw-memory-qdrant", "agentUrl": "https://openagent3.xyz/skills/openclaw-memory-qdrant/agent", "manifestUrl": "https://openagent3.xyz/skills/openclaw-memory-qdrant/agent.json", "briefUrl": "https://openagent3.xyz/skills/openclaw-memory-qdrant/agent.md" } } ``` ## Documentation ### memory-qdrant Use when you need your OpenClaw agent to remember and recall information across conversations using semantic search. ⚠️ Privacy Notice: The optional autoCapture feature (disabled by default) can capture PII like emails and phone numbers if you enable allowPIICapture. Only enable if you understand the privacy implications. Local semantic memory plugin powered by Qdrant vector database and Transformers.js embeddings. Zero configuration, fully local, no API keys required. ### Features Semantic search with local Transformers.js embeddings In-memory mode (zero config) or persistent Qdrant storage Optional auto-capture of conversation context (opt-in, disabled by default) Context-aware memory recall Fully local, no API keys or external services required ### Installation clawhub install memory-qdrant First-time setup: This plugin downloads a 25MB embedding model from Hugging Face on first run and may require build tools for native dependencies (sharp, onnxruntime). See README for detailed installation requirements. ### Configuration Enable in your OpenClaw config: { "plugins": { "memory-qdrant": { "enabled": true } } } Options: persistToDisk (default: true) - Save memories to disk in memory mode. Data stored in ~/.openclaw-memory/ survives restarts. Set to false for volatile memory. storagePath (optional) - Custom storage directory. Leave empty for default ~/.openclaw-memory/. autoCapture (default: false) - Auto-record conversations. Privacy protection enabled by default: text containing PII (emails, phone numbers) is automatically skipped. allowPIICapture (default: false) - Allow capturing PII when autoCapture is enabled. Only enable if you understand the privacy implications. autoRecall (default: true) - Auto-inject relevant memories qdrantUrl (optional) - External Qdrant server (leave empty for in-memory) ### Usage Three tools available: memory_store - Save information memory_store({ text: "User prefers Opus for complex tasks", category: "preference" }) memory_search - Find relevant memories memory_search({ query: "workflow preferences", limit: 5 }) memory_forget - Delete memories memory_forget({ memoryId: "uuid" }) // or memory_forget({ query: "text to forget" }) ### Privacy & Security Disk persistence (default): Memories saved to ~/.openclaw-memory/ and survive restarts. Set persistToDisk: false for volatile memory. In-memory mode: When persistToDisk: false, data cleared on restart Qdrant mode: Data sent to configured server (use trusted servers only) Network: Downloads ~25MB model from Hugging Face on first run PII Protection: By default, autoCapture skips text containing emails or phone numbers. Set allowPIICapture: true only if you understand the privacy implications. autoCapture: Disabled by default for privacy. When enabled, only captures text matching semantic triggers (preferences, decisions, facts) and skips PII unless explicitly allowed. ### Technical Details Vector DB: Qdrant (in-memory or external) Embeddings: Xenova/all-MiniLM-L6-v2 (local) Module: ES6 with factory function pattern ### Links GitHub: https://github.com/zuiho-kai/openclaw-memory-qdrant Issues: https://github.com/zuiho-kai/openclaw-memory-qdrant/issues ## Trust - Source: tencent - Verification: Indexed source record - Publisher: zuiho-kai - Version: 1.0.15 ## 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: 2026-05-06T15:07:00.671Z - Expires at: 2026-05-13T15:07:00.671Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/openclaw-memory-qdrant) - [Send to Agent page](https://openagent3.xyz/skills/openclaw-memory-qdrant/agent) - [JSON manifest](https://openagent3.xyz/skills/openclaw-memory-qdrant/agent.json) - [Markdown brief](https://openagent3.xyz/skills/openclaw-memory-qdrant/agent.md) - [Download page](https://openagent3.xyz/downloads/openclaw-memory-qdrant)