How to install scrutinize
npx skills add https://github.com/thananon/9arm-skills --skill scrutinizeFull instructions (SKILL.md)
Source of truth, from thananon/9arm-skills.
name: scrutinize description: Outsider-perspective end-to-end review of a plan, PR, or code change. First questions intent and whether a simpler/more elegant approach would achieve the same goal, then traces the actual code path (not just the diff) to verify the change does what it claims. Output is concise, actionable, and every call carries its rationale. Trigger on /scrutinize and proactively whenever the user asks to review, audit, sanity-check, or get a second opinion on a plan, PR, diff, design doc, or proposed code change.
Scrutinize
Stand outside the change and ask whether it should exist at all, then verify it actually does what it claims end-to-end.
Operating stance
- Outsider. Forget who wrote it and why they think it's right. Read the artifact cold.
- End-to-end, not diff-local. The diff is the entry point, not the scope. Follow the call graph through real code paths.
- Actionable, concise, with rationale. Every finding states what to change, why, and what evidence led you there. No filler, no restating the diff back.
Workflow
Run these in order. Do not skip ahead.
1. Intent — what is this actually trying to do?
- State the goal in one sentence, in your own words. If you cannot, the artifact is underspecified — say so and stop.
- Ask: is there a simpler, smaller, or more elegant way to achieve the same goal? Consider:
- Doing nothing (is the problem real / load-bearing?).
- Using something that already exists in the codebase instead of adding new surface.
- A smaller change that solves 90% of the goal with 10% of the risk.
- Solving it at a different layer (config vs code, framework vs app, build vs runtime).
- If a better alternative exists, name it explicitly with rationale. This is the most valuable thing you can output — surface it before the line-by-line review.
2. Trace — walk the actual code path
- For each behavior the change claims, trace the path end-to-end through the real code, not just the lines in the diff:
- Entry point → call sites → branches taken → state mutated → exit / return / side effect.
- Include the unchanged code on either side of the diff. Bugs hide at the seams.
- For a plan or design doc: trace the proposed flow against the existing system. Where does it touch reality? What does it assume that isn't true?
- Note every place the trace surprises you (unexpected branch, dead code reached, state you didn't know existed). Surprises are signal.
3. Verify — does it actually do what it claims?
For each claim the change/plan makes, answer:
- Does the code path you just traced actually produce that behavior? Walk it explicitly. "It claims X. Path: A → B → C. At C, [observation]. Therefore [holds / doesn't hold]."
- What inputs / states would break it? Edge cases, concurrent callers, error paths, partial failures, retries, empty/null/unicode/huge inputs, ordering assumptions.
- What does it silently change? Performance, error semantics, observability, contract for other callers, on-disk / on-wire format.
- How is it tested? Do the tests actually exercise the traced path, or do they pass while skipping it (mocks that hide the bug, asserts on intermediate state, happy path only)?
4. Report
Output one tight section per finding. Order by severity (blocker → major → nit). For each:
- Finding — one sentence, specific. Cite
file:linewhen applicable. - Why it matters — the consequence, not the principle.
- Evidence — the trace step or input that exposes it.
- Suggested change — concrete, minimal.
Close with a one-line verdict: ship / fix-then-ship / rework / reject — with the single biggest reason.
Operating rules
- No rubber-stamps. "LGTM" is not an output. If you genuinely find nothing, say what you traced and what you checked, so the user can judge whether your review covered the surface they cared about.
- Cite or it didn't happen. Every claim about the code references a specific path, file, or line. No vague "this might break under load."
- Distinguish claim from verification. "The PR says X" and "I traced X and confirmed / refuted it" are different — keep them separate in the output.
- One simpler-alternative pass is mandatory. Even on small changes, spend one breath asking if the whole thing is necessary. Skip only if the user explicitly says "don't question scope."
- Don't pad with style nits when there's a structural problem. If step 1 or step 2 surfaces a real issue, lead with it; defer nits or drop them.
- No flattery, no hedging. "This is a great PR but..." adds nothing. State the finding.
Related skills
More from thananon/9arm-skills and the wider catalog.
debug-mantra
Four-mantra debugging discipline — reproduce, trace the fail path, falsify the hypothesis, cross-reference every breadcrumb. Recite the mantra block verbatim at the start of any debugging session, then apply the four steps in order before proposing any fix. Trigger on /debug-mantra and proactively whenever debugging starts — user reports a bug, says something is broken/throwing/failing, asks to debug/diagnose/investigate an issue, or pastes a stack trace or error log.
post-mortem
Write the canonical engineering record of a fixed bug — root cause, mechanism, fix, validation, and how it slipped through. Engineer-audience, code identifiers welcome. Use after a debug session lands a fix, before closing the ticket. Trigger on /post-mortem, when the user says "write the post-mortem / postmortem / RCA / root cause analysis", "document this fix", "write up the root cause", "close out this bug with a writeup", or hands you a fixed-and-validated bug and asks for the writeup.
management-talk
Rewrite engineer-to-engineer content for engineering-org leadership (VPs, directors, PMs, release managers, execs in an engineering-savvy company) and shape it for the channel it is going to — JIRA comment, Slack post, async standup line, email, or meeting talking-points. Trigger when the user asks to write/rewrite for management / exec / VP / director / PM / release manager, asks for an "executive summary / leadership update / status update", says "make this less technical / less jargony", or asks for a slack / email / standup / meeting version of work originally written engineer-to-engineer.
qwenchance
Keeps a long Claude Code task on-track — breaks out of looping/circular thinking, watches the context budget, bounds internal reasoning, and triggers a clean handoff before the window fills. Use when the model is repeating steps, re-reading the same files, second-guessing in circles, stuck or spinning, or running a long multi-step task at risk of exhausting context. Also use when the user says it is "looping", "going in circles", "stuck", "repeating itself", or asks for a handoff before running out of context.
qwen-agent
Delegate menial, well-scoped coding tasks to a cheap Qwen-backed subagent via the `claude-9arm` command instead of burning Claude tokens/quota. Use when the work is mechanical and low-risk — bulk renames, formatting, boilerplate, find-replace, grep-style search & summarization, reading/condensing logs or files, test/docstring/comment scaffolding, or running builds/linters/tests and reporting pass-fail. Also use when the user says "use qwen", "delegate this", "send it to 9arm/qwen", or "do this cheaply". Do NOT use for architecture, design, debugging judgment, security-sensitive edits, or anything needing this conversation's context.