# Send Auto Skill Hunter 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": "auto-skill-hunter", "name": "Auto Skill Hunter", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/wanng-ide/auto-skill-hunter", "canonicalUrl": "https://clawhub.ai/wanng-ide/auto-skill-hunter", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/auto-skill-hunter", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=auto-skill-hunter", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SKILL.md", "claw.json", "src/hunt.js" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "auto-skill-hunter", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T06:16:08.612Z", "expiresAt": "2026-05-07T06:16:08.612Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=auto-skill-hunter", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=auto-skill-hunter", "contentDisposition": "attachment; filename=\"auto-skill-hunter-1.0.3.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "auto-skill-hunter" }, "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/auto-skill-hunter" }, "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/auto-skill-hunter", "downloadUrl": "https://openagent3.xyz/downloads/auto-skill-hunter", "agentUrl": "https://openagent3.xyz/skills/auto-skill-hunter/agent", "manifestUrl": "https://openagent3.xyz/skills/auto-skill-hunter/agent.json", "briefUrl": "https://openagent3.xyz/skills/auto-skill-hunter/agent.md" } } ``` ## Documentation ### Auto Skill Hunter Auto Skill Hunter continuously expands an agent's capability stack with task-relevant skills, then explains why each selected skill is worth trying. ### When to Use Use this skill when at least one of the following is true: The user asks for a task that current skills cannot solve reliably. Similar issues keep appearing across recent sessions. The user explicitly asks to discover/install better skills. The agent needs proactive capability growth on a timer. ### High-Value Outcomes Faster discovery of practical skills for real unresolved tasks. Lower manual browsing effort on ClawHub. Better skill stack diversity through complementarity scoring. Safer adoption via bounded install count and runnable checks. ### Usage node skills/skill-hunter/src/hunt.js ### Common Commands # 1) Full automatic patrol node skills/skill-hunter/src/hunt.js --auto # 2) Targeted hunt for a specific unresolved problem node skills/skill-hunter/src/hunt.js --query "Cannot reliably fetch web pages and summarize key insights" # 3) Preview only (no write/install) node skills/skill-hunter/src/hunt.js --dry-run # 4) Cap per-run installation count node skills/skill-hunter/src/hunt.js --max-install 2 ### Core Workflow Extract unresolved problems and topic signals from recent chat/session memory. Search ClawHub with trending feeds and query endpoints. Score candidates with multi-factor ranking: issue relevance profile and personality fit (USER.md + personality state) complementarity with already installed skills quality signals such as stars/downloads (when available) Install top candidates with a runnable entry and self-test fallback. Produce a concise recommendation report with strengths, scenarios, and selection reasons. ### Best-Fit Scenarios A user asks for a task that current skills cannot solve well. Recent sessions show repeated failures or unresolved tickets. The agent needs proactive capability growth without manual curation. The team wants a lightweight "discover -> test -> keep/remove" loop. ### Operating Modes Auto patrol mode: --auto for periodic capability growth. Targeted mode: --query "..." when a specific user problem is known. Safe preview mode: --dry-run before enabling real installs. ### Recommended Execution Policy Start with --dry-run in new environments. Use --max-install 1~2 to avoid noisy bulk installs. Re-run with a focused --query when no candidate passes threshold. Keep only skills that survive at least one real task run. ### Scheduled Trigger Recommendation For continuous value, run Auto Skill Hunter on a timer: Every 30 min for high-change or fast-moving projects Every 60 min for normal workflows Every 120 min for stable environments This cadence keeps capability coverage fresh and reduces reaction lag when new user needs appear. ### Suggested Cron-Style Routine # High-change projects */30 * * * * node /path/to/workspace/skills/skill-hunter/src/hunt.js --auto --max-install 1 # Normal projects 0 * * * * node /path/to/workspace/skills/skill-hunter/src/hunt.js --auto --max-install 2 ### Installation Policy Defaults to max 2 installations per run (configurable with --max-install or env). Skips already-installed skills. Falls back to scaffold mode when remote clone fails. ### Safety and Quality Guardrails Never overwrite existing skill folders. Prefer small, frequent patrols over large one-shot installs. Keep report output concise and action-oriented. Disable outbound reporting during local tests with SKILL_HUNTER_NO_REPORT=1. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: wanng-ide - Version: 1.0.3 ## 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: 2026-04-30T06:16:08.612Z - Expires at: 2026-05-07T06:16:08.612Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/auto-skill-hunter) - [Send to Agent page](https://openagent3.xyz/skills/auto-skill-hunter/agent) - [JSON manifest](https://openagent3.xyz/skills/auto-skill-hunter/agent.json) - [Markdown brief](https://openagent3.xyz/skills/auto-skill-hunter/agent.md) - [Download page](https://openagent3.xyz/downloads/auto-skill-hunter)