# Send Metaskill 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. 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. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "metaskill", "name": "Metaskill", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/fahrulalwan/metaskill", "canonicalUrl": "https://clawhub.ai/fahrulalwan/metaskill", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/metaskill", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=metaskill", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "config.yaml", "scripts/deep-correct.sh", "scripts/eval.sh", "scripts/llm_extract.py", "scripts/llm_provider.py" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "metaskill", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-02T10:51:07.822Z", "expiresAt": "2026-05-09T10:51:07.822Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=metaskill", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=metaskill", "contentDisposition": "attachment; filename=\"metaskill-1.3.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "metaskill" }, "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/metaskill" }, "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/metaskill", "downloadUrl": "https://openagent3.xyz/downloads/metaskill", "agentUrl": "https://openagent3.xyz/skills/metaskill/agent", "manifestUrl": "https://openagent3.xyz/skills/metaskill/agent.json", "briefUrl": "https://openagent3.xyz/skills/metaskill/agent.md" } } ``` ## Documentation ### 3 Core Components Deep Self-Correction (deep-correct.sh) — 3-level breakdown on errors: Surface: What specifically failed Principle: The underlying rule/constraint violated Habit: Concrete behavioral change to prevent recurrence Transfer Learning (transfer-check.sh) — Before a task, search past learnings for analogous patterns. Maps domains (e.g., "auth" → "security") to prevent siloed learning. Proactive Pattern Recognition (success-capture.sh) — Log what worked and why, building a repository of successful patterns. ### Usage # When an error occurs bash skills/metaskill/scripts/deep-correct.sh "description of the error" # Before starting a complex task bash skills/metaskill/scripts/transfer-check.sh "description of the new task" # After successful execution bash skills/metaskill/scripts/success-capture.sh "what worked" "why it worked" # Monthly health eval bash skills/metaskill/scripts/eval.sh --save ### Configuration (LLM Provider) Metaskill uses two provider tiers — fast (extraction) and deep (transfer/eval). Edit config.yaml to match your setup: # config.yaml providers: fast: anthropic # change to: openai | ollama | gemini deep: anthropic ProviderEnv VarNotesanthropicANTHROPIC_API_KEYDefaultopenaiOPENAI_API_KEYollama(none needed)Local, freegeminiGOOGLE_API_KEY Ollama example (fully local, no API key): providers: fast: ollama deep: ollama models: ollama: fast: llama3.2 deep: llama3.1:70b If no provider is available, metaskill falls back to manual/heuristic mode (still works, but less precise extraction). ### Integration with Self-Improving-Agent Writes to skills/self-improving-agent/.learnings/ if present, otherwise falls back to its own .learnings/ directory. No extra setup needed. ### AGENTS.md Wiring (Mandatory) Add to pre-task checklist: Run transfer-check.sh before any major task Run deep-correct.sh immediately after any error (not just LEARNINGS.md append) Run success-capture.sh after complex task completes successfully ## Trust - Source: tencent - Verification: Indexed source record - Publisher: fahrulalwan - Version: 1.3.0 ## 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: 2026-05-02T10:51:07.822Z - Expires at: 2026-05-09T10:51:07.822Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/metaskill) - [Send to Agent page](https://openagent3.xyz/skills/metaskill/agent) - [JSON manifest](https://openagent3.xyz/skills/metaskill/agent.json) - [Markdown brief](https://openagent3.xyz/skills/metaskill/agent.md) - [Download page](https://openagent3.xyz/downloads/metaskill)