Skill: wanng-ide/auto-skill-hunter (version 1.0.3)

--- name: auto-skill-hunter description: Proactively discovers, ranks, and installs high-value ClawHub skills by mining unresolved user needs and agent context. Use when new tasks are unsolved, when capability gaps appear, when users ask for better tools, or as a scheduled patrol for continuous skill growth. tags: [meta, evolution, learning, proactive] --- # 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 ```bash node skills/skill-hunter/src/hunt.js ``` ### Common Commands ```bash # 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 1. Extract unresolved problems and topic signals from recent chat/session memory. 2. Search ClawHub with trending feeds and query endpoints. 3. 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) 4. Install top candidates with a runnable entry and self-test fallback. 5. 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 ```bash # 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`.


Security scan verdicts — ClawScan: suspicious | static analysis: suspicious | VirusTotal: suspicious | SkillSpector: suspicious (CRITICAL)