Global Review
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 Global Review 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.
Dispatch a code-reviewer subagent to review the whole change as one body of work, not task-by-task. Where tn:assemble reviewed each task in isolation (spec compliance + code quality), inspect catches problems that only surface when you look at the change end-to-end: cross-task consistency, architectural integrity, and security.
Core Principle
REVIEW THE WHOLE, NOT THE PARTS.
Each task passed review alone — but do they fit together?
The reviewer is a safety net, not a rubber stamp.
Why inspect ≠ assemble's per-task review
| tn:assemble review | tn:inspect | |
|---|---|---|
| Scope | one task | the entire change, all tasks together |
| Questions | did this task match its spec? | do the tasks fit? is the whole sound? |
| Catches | per-task defects | emergent issues: inconsistency, arch drift, security holes |
Inspect is not a re-run of assemble's reviews. It looks at what those reviews could not see — the gaps between tasks.
Steps
Phase 1: Request Review
Step 1: Get Git SHAs
Use the merge-base of the change, not HEAD~1 (a change often spans many commits, so HEAD~1 misses everything but the last):
BASE_SHA=$(git merge-base HEAD origin/main) # whole change from branch point
HEAD_SHA=$(git rev-parse HEAD)
Step 2: Dispatch Code-Reviewer Subagent
Dispatch a reviewer subagent using the template at ./code-reviewer-prompt.md. The template is host-neutral — see its header for how to dispatch on Claude Code (Agent tool) vs Codex (subagent). Fill the placeholders, then send the full prompt block to the reviewer.
Placeholders to fill:
WHAT_WAS_IMPLEMENTED— What the whole change built (the proposal's "what")PLAN_OR_REQUIREMENTS— Reference proposal.md + the full tasks.md (all tasks, not one)BASE_SHA— Merge-base of the changeHEAD_SHA— Current HEADDESCRIPTION— Brief summary of the change as a wholeCODING_CONVENTIONS— Fromtechneering/config.yamlcoding_conventions section (if exists)QUALITY_STANDARDS— Fromtechneering/config.yamlquality_standards section (if exists)
Step 3: Receive Feedback
The reviewer returns:
- Strengths: What was done well
- Issues: Critical / Important / Minor
- Assessment: Approved / Needs fixes
Phase 2: Process Feedback
The Response Pattern:
WHEN receiving code review feedback:
1. READ: Complete feedback without reacting
2. UNDERSTAND: Restate requirement in own words (or ask)
3. VERIFY: Check against codebase reality
4. EVALUATE: Technically sound for THIS codebase?
5. RESPOND: Technical acknowledgment or reasoned pushback
6. IMPLEMENT: One item at a time, test each
Forbidden Responses:
- "You're absolutely right!" / "Great point!" / "Excellent feedback!"
- "Let me implement that now" (before verification)
- Agreeing without understanding the issue
Correct Responses:
- Restate the technical requirement
- Ask clarifying questions
- Push back with technical reasoning if wrong
- Just start working (actions > words)
Step 4: Act on Feedback
- Fix Critical issues immediately
- Fix Important issues before proceeding
- Note Minor issues for later
- Push back if reviewer is wrong (with reasoning)
Red Flags
| Thought | Reality |
|---|---|
| "assemble already reviewed each task" | Per-task review can't see cross-task gaps — that's inspect's whole point |
| "Review passed, can skip it" | Review is a quality gate, not a formality |
| "The reviewer is always right" | The reviewer may lack full context — must verify independently |
| "Merge directly without review" | Unreviewed code is a source of technical debt |
| "Fix Critical issues later" | Critical = must fix immediately, no exceptions |
| "Feedback too long, won't read" | Every item must be read, understood, verified, responded to |
Common Rationalizations
| Excuse | Reality |
|---|---|
| "assemble's reviews covered it" | assemble reviewed each task alone; inspect reviews the assembled whole |
| "Tight deadline, skip review" | Time saved by skipping returns doubled in bug costs |
| "Just a small change, no review needed" | Small changes introduce big bugs all the time |
| "Already ran tests" | Tests verify behavior, review verifies design and integration |
Quick Reference
| Dimension | Key point |
|---|---|
| Scope | The whole change (merge-base → HEAD), not one task |
| Focus | Cross-task consistency · architecture · security |
| Difference from assemble | assemble = per-task; inspect = whole-change |
| Two phases | Request review → receive and process feedback |
| Feedback levels | Critical (must fix) / Important (should fix) / Minor (optional) |
| Processing pattern | read → understand → verify → evaluate → respond → implement |
| Push back allowed | Breaks functionality / lacks context / YAGNI / technically wrong |
Next Step
When done:
- Review passed (Approved) → invoke
tn:shipfor branch integration decision - Review found Critical issues → fix and re-submit for review
- Review found architecture issues → roll back to
tn:forgeto redo affected tasks - User requests stop → end the current flow
Guardrails
- Review runs after
tn:auditpasses and beforetn:ship - inspect is a whole-change review — do not collapse it into a per-task re-check
- Never skip review for any reason
- Never blindly accept all feedback — verify each point independently
- Never merge without review approval
- Use merge-base, not
HEAD~1, so the review covers the entire change - Push back when: suggestion breaks functionality / reviewer lacks context / violates YAGNI / technically incorrect
- Acknowledge correct feedback with technical descriptions, not praise
- Fix one issue at a time, test each fix
Signals
- GitHub stars
- 80
- Forks
- 6
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
inspect- Source
- github.com/edmundmiller/dotfiles