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Skill: experiment-retrospective
experiment-retrospective
Turn experiment reports and notes into summaries and new/updated result skills.
SKILL.md
Full skill instructions
Skill: experiment-retrospective
When to use
Use this when:
- The user starts with
<retrospective>, or - Requests a summary/lessons-learned across one or more experiments.
Behavior
-
Select inputs
- Use the user's description to identify relevant:
training_reports/*.md- Sections of
references/experiment-log.md
- If ambiguous, list candidate reports and ask the user to choose.
- Use the user's description to identify relevant:
-
Summarize experiments
- For each report:
- Extract: setup, hyperparameters, metrics, successes, failures.
- Write a markdown summary with:
- "What we tried"
- "Key findings"
- "What failed"
- "Open questions"
- For each report:
-
Update troubleshooting (if needed)
- If the experiments reveal new error patterns and their fixes:
- Propose new rows for
references/troubleshooting.md. - Ask the user for confirmation before editing the file.
- Propose new rows for
- If the experiments reveal new error patterns and their fixes:
-
Propose or update skills
- Decide what result skills should reflect these findings.
- For each skill:
- If new: start from
templates/skills/result-skill-template.md. - If existing: identify which sections to update.
- If new: start from
- Draft SKILL.md content that includes:
- General description, context, results summary, recommended practice, failure modes, and explicit guidance for future Codex usage.
- Use the user's description to fill in names, summaries, and assumptions, then remove any template sections that do not apply.
-
Ask before writing
- Present the proposed skill changes.
- Only create or modify files under
.codex/skills/with user approval.
-
Optional
- Append a summarized retrospective entry to
references/experiment-log.md(e.g. "2025-12-26 – Retrospective on IMDb+Amazon mixture experiments"). - Include a short "General description" line when logging.
- Append a summarized retrospective entry to
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