learn_from_openclicky_logs

Ask OpenClicky to learn from its logs. The Skill reads the runtime map, memory.md, review comment files, and recent messages-YYYY-MM-DD.jsonl files, then identifies patterns like repeated refusals or overly long voice responses and converts them into memory updates or learned skills.

It inspects messages-YYYY-MM-DD.jsonl files from the logs directory, starting with the newest log unless a date is specified. It also reads agent-review-comments.md and log-review-comments.jsonl when present, plus memory.md and OpenClickyRuntimeMap.md.

No. Before changing memory, learned skills, or notes, the Skill creates a timestamped backup under the archives path from OpenClickyRuntimeMap.md, preserving the source filename. Old logs and notes are never deleted unless you explicitly request destructive deletion.

If no durable change is justified, the Skill writes a short findings note instead of inventing a skill. The final response still names the logs reviewed, learnings found, files created or updated, and the archive path used.

It looks for repeated refusals where an agent task should have started, raw command output shown instead of plain English, overly long voice responses, missed skill-creation opportunities, missing file paths or summaries, and tool failures needing better fallbacks or permission messages.