aigr-pr-reviewlisted
Install: claude install-skill ai4curation/ai-gene-review
# AIGR PR Review Skill
Use this skill when reviewing AIGR pull requests or drafting review feedback about
gene review YAML, GO annotation decisions, evidence support, or UniProt-backed summaries.
Use the repository's existing guidance and agents where appropriate, especially
`CLAUDE.md` and `.claude/agents/annotation-reviewer.md`.
## Trust Validation
Do not re-check what `just validate` already covers.
If validation passes, do not spend review effort on:
- YAML formatting or whitespace
- Empty or null optional keys
- Required-vs-optional field presence
- Enum spelling, structural schema shape, or other deterministic validation concerns
The reviewer's job is the non-deterministic part: biological judgment, GO ontology judgment,
evidence quality, and whether the curation narrative is coherent.
## Focus Areas
1. GO term specificity and aspect correctness
- Prefer the most accurate GO term supported by the evidence, not the nearest generic match.
- Flag terms that are too broad, too narrow, or placed in the wrong GO aspect.
- Be especially skeptical of vague terms like `protein binding` when a more informative MF term is available.
- If recommending `MODIFY`, provide the concrete replacement term(s) with GO IDs.
2. Evidence quality
- Each annotation review should be supported by accessible evidence.
- Check that cited PMIDs, GO references, file references, and supporting text actually justify the claimed action.
- Do not accept unsupported `NEW` annotations.
- If the rel