inspect Skill
SkillDev toolsEntity-level code review with Ataraxy Labs inspect. Use when triaging PR/commit risk, ranking changed entities by impact, grouping tangled changes, or deciding review depth from blast radius/dependents.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the inspect Skill skill
What this skill tells your AI
The instructions your AI receives, as published by edmundmiller/dotfiles in skills/catalog/inspect/SKILL.md and read by ahel’s review.
Use inspect to review by entity risk, not line churn.
Use when
- PR too large/noisy, need fast triage
- Need highest-risk entities first
- Need blast-radius/dependent-aware prioritization
- Need verdict: approvable vs careful review
Core commands
inspect diff HEAD~1
inspect diff main..feature --min-risk high
inspect diff HEAD~1 --format json
inspect pr 42 --format json
inspect file src/path.rs --context
MCP
inspect-mcp exposes triage/entity/group/file/stats/risk-map (+ pr/diff/review in current build).
Use for agent workflows when you need structured review objects.
Workflow
- Run
inspect diff <ref> - Focus Critical/High first
- Review by group (independent logical bundles)
- Use verdict to choose review depth
Reference
For full command + scoring + architecture details, read:
references/llms.txt
Signals
- GitHub stars
- 80
- Forks
- 6
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
inspect- Source
- github.com/edmundmiller/dotfiles