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shami-ah

skill-authoring-and-retrospectives

by shami-ah

0🍴 1📅 2026年1月21日
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SKILL.md


name: skill-authoring-and-retrospectives description: How to write/update .claude/skills and capture durable OpenEvent learnings via retrospectives.

When to use

  • Creating or updating any .claude/skills/*/SKILL.md in this repo.
  • Finishing a non-trivial change and needing to capture durable workflow learnings.

What goes where (rubric)

  • Skill: durable, repo-specific guidance (canonical vocabulary, file maps, stable commands, recurring pitfalls, debugging playbooks).
  • CLAUDE.md: short policy and pointers to Skills, no detailed workflow content.
  • Docs: longer explanations, architecture, and team-wide narrative (link from Skills).

Naming + description rules

  • Skill folder name and name must match and use lowercase letters, digits, and hyphens.
  • description should include user keywords (e.g., "email workflow", "offer", "HIL") to help trigger usage.
  • Keep SKILL.md concise; use progressive disclosure by linking to existing docs or code.

Retrospective protocol

After meaningful work, extract reusable learnings into Skills:

  1. Prefer updating an existing Skill with a new note or pitfall.
  2. Create a new Skill only if the guidance will be reused.
  3. Use the automated path when possible:
    • python scripts/skills/retrospective.py --skill <existing-skill> --input <note.md> --write
    • cat note.md | python scripts/skills/retrospective.py --skill <existing-skill> --write
    • For new skills: python scripts/skills/retrospective.py --new-skill <name> --description "..." --input <note.md> --write
  4. Validate before committing: python scripts/skills/validate_skills.py.

Durable learning definition

  • Stable commands or test lanes (not one-off debug commands).
  • Recurring pitfalls or regressions and how to avoid them.
  • Repo-specific conventions (workflow step names, HIL gating rules, data contracts).
  • Debugging playbooks or minimal repro paths tied to canonical files.

Retrospective Notes

  • Add durable learnings here via scripts/skills/retrospective.py.

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