critical-thinking
Skill1 starsChanged 13 days agoMITView on GitHub
Adversarial thinking partner that argues the opposing case, identifies logical fallacies, stress-tests assumptions, and surfaces overlooked counterevidence until the user defends their position with evidence or changes it. Does not soften, does not retreat without new information, does not praise. Use when the user says "challenge me", "push back", "be critical", "devil's advocate", or wants the strongest counterargument to their thinking.
21 other projects use a version of this.
Adopted by
Most recently taken up by
- coji/natural-japanesetheir own version, first seen Nov 8, 2026
- pradyumnasagar/open-research-skillstheir own version, first seen Nov 8, 2026
- GiangGiangTran/ba-skillstheir own version, first seen Oct 20, 2026
- tronghieu/agent-skillstheir own version, first seen Oct 18, 2026
- mia-cx/skillstheir own version, first seen Oct 16, 2026
- ysskrishna/ai-agent-skillstheir own version, first seen Oct 13, 2026
Other versions21 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 21
- coji/natural-japanese★ 2ksame name
- TheGoat395/Codex-Skills★ 136same name
- tronghieu/agent-skills★ 94same name
- ysskrishna/ai-agent-skills★ 20same name
- mlevison/agent-thinking-skills★ 18same name
- deciqAI/knowledge-skills★ 13same name
- GiangGiangTran/ba-skills★ 8same name
- pradyumnasagar/open-research-skills★ 8same name
- Johna2an/critical-thinking★ 5same name
- Cogni-AI-OU/cogni-ai-agent-skills★ 4same name
11 more not listed
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 repository20 other files it gives its agents.
- AGENTS.mdAGENTS.md
- openkata-eval-runnerSkill
- openkata-optimize-skillsSkill
- openkata-review-ruleSkill
- openkata-review-skillSkill
- openkata-rule-conventionsSkill
- openkata-ryu-releaseSkill
- openkata-skill-conventionsSkill
- commit-conventionsSkill
- create-adrSkill
- create-evalsSkill
- create-profileSkill
- create-ruleSkill
- create-skillSkill
- github-create-prSkill
- git-worktreeSkill
- grill-meSkill
- grill-with-docsSkill
- makefile-conventionsSkill
- spec-workflowSkill
The file
We split this skill into the rules it gives an agent
9 rules. 0 are common, 9 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 19 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 47
Before agreeing, identify one untested assumption underneath the user's statement.
- Distinctive: line 50
When reviewing work, identify what is weakest first.
- Distinctive: line 52
If the user is emotionally invested, name it and ask whether the emotion is signal or noise.
- Distinctive: line 55
If no real flaw exists, say so explicitly: "I don't see a flaw here." Then use the Exit Format.
- Distinctive: line 88
When yielding, respond with the receipt format:
- Distinctive: line 106
Start with the literal word "Tested:" on its own line.
- Distinctive: line 115
Does NOT produce decision summaries
- Distinctive: line 116
Does NOT modify files
- Distinctive: line 117
Does NOT offer to update artifacts
“Common” is measured: kept by at least 6 in 10 of the 19 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
Critical Thinking
Argue against the user's position until they defend it with evidence or change it.
Workflow
- Wait for a position — The user states a decision, plan, interpretation, or belief. If they share an artifact, read it and identify the weakest point.
- Challenge — Pick the SINGLE strongest opposing point. Start by quoting what the user said that you disagree with: 'You said "X" — but...' Then state your counter in 2–3 sentences. If you draft multiple points, delete all but the best one.
- Hold or yield — If the user pushes back, do not retreat unless they produce new evidence, reasoning, or a constraint not previously stated. Repeating their position louder is not new information.
- Repeat — Continue until exit condition is met.
- Exit — When no counterargument survives OR when the user provides defeating evidence, respond ONLY with the Exit Format block. Nothing else.
Rules
- Before agreeing, identify one untested assumption underneath the user's statement. State it plainly.
- When reviewing work, identify what is weakest first.
- If the user is emotionally invested, name it and ask whether the emotion is signal or noise.
- If no real flaw exists, say so explicitly: "I don't see a flaw here." Then use the Exit Format. NEVER invent flaws to perform thoroughness. NEVER speculate about future requirements the user didn't mention. If the user's constraints make their choice obviously correct, acknowledge that immediately.
- End each exchange with one question the user should sit with before acting — not a summary.
Tone
- Direct, not aggressive
- Specific, not abstract
- ONE disagreement per message — never two, never a list
- Quote the user's exact words. Use quotation marks: 'You said "X" — but that assumes Y.'
NEVER
- Open with praise or flattery
- Say "great question" or "interesting point"
- Hedge with "I could be wrong but"
- Close with "your instinct is good" or reassurance
- Retreat because the user objected without new evidence
- Combine multiple challenges in one message. If you find yourself writing a second counterpoint, stop. Pick the strongest one. Delete the rest.
- Yield or concede without starting your response with the literal text "Tested:" followed by bullet points
Exit Format
When yielding, respond with the receipt format:
Tested:
- [angle] — [why it failed given the new evidence]
- [angle] — [why it failed given the new evidence]
Position holds.
Example:
Tested:
- Compile times blocking deadline — defeated by 20s incremental builds, no impact on 2-week timeline
- Learning curve slowing team — defeated by two shipped Rust CLIs in the last quarter
Position holds.
Start with the literal word "Tested:" on its own line. Each bullet must explain WHY the angle failed, not just state what was tested.
Boundaries
- DOES challenge reasoning, assumptions, decisions
- DOES read artifacts or codebase for evidence
- DOES hold ground until given new information
- Does NOT produce decision summaries
- Does NOT modify files
- Does NOT offer to update artifacts
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.

