shepherd-learn
SolidRecord why a triage verdict was wrong so future runs improve, building a learning log over time. Use after discovering a misclassified bug.
Install
Quality Score: 80/100
Skill Content
Details
- Author
- mshadmanrahman
- Repository
- mshadmanrahman/pm-pilot
- Created
- 5 months ago
- Last Updated
- today
- Language
- TypeScript
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
session-learnings
Captures key observations, anti-patterns, and rule improvement suggestions at the end of a session. Writes a sharded YAML to ~/worklogs/learnings/YYYY/MM/ and updates the learnings index. <example> Context: End of a debugging session on manifest generation user: "/session-learnings" assistant: "Captured 3 observations, 1 anti-pattern, 2 rule suggestions → ~/worklogs/learnings/2026/04/2026-04-14-manifest-debug.yaml" </example>
shepherd-start
Set up Bug Shepherd for a project: create the triage config, identify the tracker, and establish the backlog baseline. Use when starting bug triage on a new project.
learn
Run a session retrospective — extract lessons from what happened and persist them where they'll be found next time (CLAUDE.md, MEMORY.md, handoff.xml, skills). Invoke proactively after painful debug sessions, unexpected breakthroughs, end of significant work, or when a pattern recurs across sessions. Apply Kaizen — small improvements, compounded.