scrutinize
Skill0 starsChanged 3 months agoMITView on GitHub
Evaluate a decision or approach with competing alternatives, tradeoff analysis, and multi-perspective review (evaluate, compare approaches, analyze tradeoffs).
7 other projects use a version of this.
Adopted by
Most recently taken up by
- Alexander-Tyagunov/magiciantheir own version, first seen Sep 28, 2026
- rcdelfin/agentkittheir own version, first seen Aug 28, 2026
- autsachi/codex-skillstheir own version, first seen Aug 11, 2026
- neronain/ClaudeSkills-Neronaintheir own version, first seen Aug 9, 2026
- JirawatHQ/agis-methodtheir own version, first seen Jul 5, 2026
- thananon/9arm-skillstheir own version, first seen Jun 14, 2026
Used with
Projects with it also use management-talk and post-mortem.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
thananonSkillmanagement-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.
Also in 3 projects that use this
andreluizwebSkillpost-mortem
Guia interativo para criar um Post-Mortem de incidente, coletando informações uma pergunta por vez
Also in 3 projects that use this
Other versions7 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 7
- thananon/9arm-skills★ 3.2ksame name
- Alexander-Tyagunov/magician★ 14same name
- neronain/ClaudeSkills-Neronain★ 3same name
- rcdelfin/agentkit★ 2same name
- autsachi/codex-skills★ 0same name
- JirawatHQ/agis-method★ 0same name
- jpsweeney97/claude-code-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository44 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- a11y-auditSkill
- ai-engineerSkill
- api-clientSkill
- changelog-enforcerSkill
- code-cleanup-guardianSkill
- code-reviewerSkill
- contract-testSkill
- db-migrateSkill
- dep-auditSkill
- devops-automatorSkill
- env-configSkill
- error-observabilitySkill
- frontend-designSkill
- git-commit-helperSkill
- github-issues-managerSkill
- git-issue-syncSkill
- git-protocolSkill
- handoffSkill
- incident-responseSkill
- init-projectSkill
- karpathy-guidelinesSkill
- market-researcherSkill
- parallel-agent-git-isolationSkill
- product-strategistSkill
- pr-workflowSkill
- rapid-builderSkill
- release-managerSkill
- resumeSkill
- shadcn-uiSkill
- skill-builderSkill
- sprint-plannerSkill
- state-machine-diagramsSkill
- state-managementSkill
- surveySkill
- system-architectSkill
- tech-docsSkill
- unstuckSkill
- ux-design-systemSkill
- ux-researchSkill
- webapp-testingSkill
- web-dev-fundamentalsSkill
- workflow-optimizerSkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 3 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 6 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 26
When it wins / when it loses
- Very specific: line 41
If the user picks an approach, build it under the normal git workflow (issue first, feature/ branch).
- Distinctive: line 44
If obvious solution exists: State it, explain why scrutiny adds no value
- Distinctive: line 45
If blocked: List what information would unblock
“Common” is measured: kept by at least 6 in 10 of the 6 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Scrutinize — Multi-Paradigm Deep Evaluation
Rigorous evaluation of a problem, solution, or code with competing approaches and honest tradeoff analysis.
Phase 0: Prior Art
Has this been solved before? What can we steal? What can we improve?
Phase 1: Problem Decomposition
- State what you're REALLY solving (not what was asked)
- List assumptions, especially hidden ones
- Define success criteria BEFORE generating solutions
Phase 2: Competing Solutions
Generate 2-3 fundamentally different approaches. For each:
- Core idea (1 sentence)
- Implementation (real code, not pseudocode)
- Big-O complexity
- Fatal flaw, if one exists (say so plainly when none does)
- When it wins / when it loses
Phase 3: Peer Review
Channel three perspectives:
- The Skeptic: "This breaks when..."
- The User: "This is annoying because..."
- The Maintainer: "In 6 months, I'll hate that..."
Phase 4: Decision
Recommend with evidence, acknowledge uncertainty:
- "I choose X because [data]"
- "I'm unsure about [specific risk]"
- "Smarter approach might be [alternative]"
Phase 5: Implementation
If the user picks an approach, build it under the normal git workflow (issue first, feature/ branch). Record the decision and the rejected alternatives in the issue or PR body, and add a TODO only for a weakness you are knowingly leaving in.
Escape Hatches
- If obvious solution exists: State it, explain why scrutiny adds no value
- If blocked: List what information would unblock
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

