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Findings-first code review workflow for AI coding agents.
Passed 8 of 14 test cases with the skill, and 8 of 14 without it.
and 2 more in the full report
5 fixed8 passed either way5 still failing4 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
We have collected findings across multiple areas: a minor edge-case log issue, a critical data leakage flaw, and a high-severity checkout crash. In what order must these findings appear in the report?
| Checked | Without skill | With skill |
|---|---|---|
| Orders findings by severity starting with Critical, followed by High, Medium, and Low. | Missed | Passed |
The instructions your model reads when the skill loads.
You are executing the Review SPD workflow: a findings-first review of changed code. Identify bugs, regressions, and behavior risks introduced by the changes. Do not turn this into a style review or a broad summary.
| Item | Default | Purpose |
|---|---|---|
| Context script | scripts/review-context.py relative to this Review SPD skill directory | Collect stable git context |
| Default target | Uncommitted changes | Working tree + staged changes |
| Commit range default | Last 3 days | Only when the user requests commit/date review without dates |
| PR base | Auto-detect origin/main, origin/master, then remote default branch | Base for branch-vs-main review |
| Output style | Findings first | Findings by severity before summaries |
References: reviewer sub-agent template references/reviewer-template.md; final output format references/output-format.md.
Three mutually exclusive targets:
baseConflict priority: branch specified → branch mode; else since/until → commit-range mode; else uncommitted. base applies only to branch mode. Vague requests ("review this") → uncommitted mode; "recent commits" without dates → --since "3 days ago".
Resolve the context script from the installed Review SPD skill directory, not from the repository being reviewed:
python <review-spd-skill-dir>/scripts/review-context.py
python <review-spd-skill-dir>/scripts/review-context.py --since "3 days ago"
python <review-spd-skill-dir>/scripts/review-context.py --since 2026-06-28 --until 2026-07-01
python <review-spd-skill-dir>/scripts/review-context.py --branch feature/foo
python <review-spd-skill-dir>/scripts/review-context.py --branch feature/foo --base origin/main
When reviewing this repository itself, the convenience wrapper scripts/review-context.py is also available.
test cases passed, vs 8 / 14 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.