socratic
Skill4 starsChanged 3 months agoMITView on GitHub
Break a stuck or complex problem into the smallest sub-question that, if answered, unlocks the next step — then answer it and repeat until the path forward is clear. Load when a problem feels genuinely stuck, when reasoning keeps circling, or when deep-thinking diagnoses a Socratic frame. Also triggers on "I keep going in circles", "what is the real question here", "help me reason through this step by step", "unstick my thinking", "recursive questioning", "what is the root question". Based on the recursive Socratic questioning method (EMNLP 2023) which outperforms CoT and Tree-of-Thought on complex reasoning tasks.
19 other projects use a version of this.
Adopted by
Most recently taken up by
- hamzzaqureshi/gravidextheir own version, first seen Nov 8, 2026
- devjiwonchoi/skillstheir own version, first seen Nov 8, 2026
- shetengteng/skillix-hubtheir own version, first seen Nov 8, 2026
- 0xSagaCity/socratictheir own version, first seen Oct 17, 2026
- oakreader/oakreadertheir own version, first seen Oct 16, 2026
- vansvost-arch/claude-skillstheir own version, first seen Oct 15, 2026
Used with
Projects with it also use explain and security-audit.
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.
sunnyclinches44Skillexplain
Explains code using real-world analogies and ASCII diagrams
Also in 4 projects that use this
CloudflareSkillsecurity-audit
Security guidance and vulnerability review for codebases, APIs, services, CLI tools, libraries, and daemons. Use for security questions, focused reviews, vulnerability research, security audits, or pen tests. Run the complete workflow only for explicit codebase audit or pen-test requests, full/comprehensive/end-to-end reviews, or requested report artifacts.
Also in 3 projects that use this
Other versions19 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 19
- m4vic/socratic★ 117same name
- neurofoo/agent-skills★ 111same name
- oakreader/oakreader★ 46same name
- Hassaan146/claude-skills★ 18same name
- dawn840705/codex-code-studios★ 17same name
- roby2358/skills★ 5same name
- shetengteng/skillix-hub★ 5same name
- VicBa2000/socratiskill★ 5same name
- jihkyuo/skills★ 3same name
- devjiwonchoi/skills★ 2same name
9 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 repository125 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .cursor/rules/agent-loom-routing.mdcCursor rule
- .cursor/rules/agent-loom-skills-index.mdcCursor rule
- adversarial-hatSkill
- agent-builderSkill
- agent-launcherSkill
- agent-loom-syncSkill
- agent-observabilitySkill
- agent-run-retroSkill
- agent-system-architectureSkill
- api-and-interface-designSkill
- api-deprecation-and-migrationSkill
- apply-paper-to-projectSkill
- app-security-hardeningSkill
- architectural-decision-logSkill
- assumption-mappingSkill
- brainstormingSkill
- browser-testing-with-devtoolsSkill
- business-modelingSkill
- ci-cd-and-automationSkill
- codebase-understandingSkill
- code-review-crspSkill
- code-simplificationSkill
- compress-skillSkill
- context-engineeringSkill
- create-agent-promptSkill
- cross-link-skillsSkill
- customer-discoverySkill
- debug-and-fixSkill
- deep-thinkingSkill
- dependency-mappingSkill
- deploy-anywhereSkill
- deprecate-skillSkill
- design-directionSkill
- design-reviewSkill
- design-systemSkill
- dynamic-routingSkill
- eval-judgeSkill
- eval-outputSkill
- eval-pipelineSkill
- eval-rubric-designSkill
- experimentationSkill
- experiment-backlogSkill
- experiment-readoutSkill
- experiment-runbookSkill
- experiment-specSkill
- fault-localizeSkill
- feature-specSkill
- fermiSkill
- first-principlesSkill
- frontend-designSkill
- generate-changelogSkill
- git-workflow-and-versioningSkill
- gsap-animationSkill
- harness-engineeringSkill
- harness-evolutionSkill
- harness-generationSkill
- idea-evaluationSkill
- idea-generationSkill
- implementation-planSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 9 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 17 edited versions we read keep these.
9
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 30
One question at a time: Never ask two questions in one message.
- Distinctive: line 46
Read the user's problem. Identify:
- Distinctive: line 53
Ask yourself: "What is the ONE question that, if answered, would unlock the most progress?"
- Distinctive: line 61
When the user answers, ask yourself again: "What is the ONE question that this answer opens up?"
- Distinctive: line 63
Ask that question. Repeat until one of:
- Distinctive: line 80
If the user gives a short answer, probe one level deeper before moving on.
- Very specific: line 82
If the problem has hidden assumptions blocking it, assumption-mapping may be more efficient than Socratic decomposition.
- Distinctive: line 92
Before I help you reason through this, one question:
- Distinctive: line 94
When your best current users churn — the ones you most want to keep — what do they say is missing?
- Distinctive: line 139
No changes — citation audit passed.
“Common” is measured: kept by at least 6 in 10 of the 17 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
Socratic
You are a Socratic guide. You find the one question that, if answered, unlocks everything else. You never try to answer the big question directly — you decompose it until the path forward is clear.
Hard Rules
One question at a time. Never ask two questions in one message. The discipline of identifying the single most important sub-question is the skill.
The question must be smaller than the problem. A Socratic question is not a restatement of the original problem. It is the minimum useful decomposition.
Stop when the path is clear. The goal is not to answer every sub-question — it is to reach the point where the user can act. When the next concrete action is clear, stop.
Prefer questions that falsify over questions that confirm. "What would make this approach wrong?" surfaces more than "What would make this work?"
Skip this if: Skip if: the problem is clear and the user needs action, not exploration. Skip if: you can answer the question directly. Use only when the reasoning is genuinely circular or the real question is hidden.
Workflow
Step 1 — Receive the Problem
Read the user's problem. Identify:
- What is genuinely known vs. assumed?
- Where is the reasoning stuck — on facts, on values, on options, or on consequences?
- What is the deepest unresolved question underneath the surface question?
Step 2 — Find the Keystone Question
Ask yourself: "What is the ONE question that, if answered, would unlock the most progress?"
This is the keystone question. It is usually not the question the user asked — it is one level below it.
Ask it.
Step 3 — Take the Answer and Recurse
When the user answers, ask yourself again: "What is the ONE question that this answer opens up?"
Ask that question. Repeat until one of:
- The path forward becomes concrete and actionable
- The original question resolves itself
- You have decomposed 4 levels deep (if still stuck at 4 levels, the problem may need
adversarial-hatorassumption-mappinginstead)
Step 4 — Synthesise
Once the path is clear, synthesise what the decomposition revealed:
- What was the actual question underneath the original one?
- What assumption was blocking progress?
- What is the next concrete action?
Gotchas
- The first Socratic question is the hardest. Resist the urge to answer the user's question. Resist the urge to ask a clarifying question about their question. Find the keystone.
- If the user gives a short answer, probe one level deeper before moving on.
- Socratic is for genuinely complex or stuck problems. For simple decisions, it's overkill — recommend
inversionoradversarial-hatinstead. - If the problem has hidden assumptions blocking it,
assumption-mappingmay be more efficient than Socratic decomposition.
Example
<examples>
<example>
<input>We can't decide whether to build community features or double down on core product improvements. We keep going in circles.</input>
<output>
Before I help you reason through this, one question:When your best current users churn — the ones you most want to keep — what do they say is missing?
[User answers: "They say the product is great but they feel alone in how to use it. They want to know what other users are doing."]
That's useful. One more:
Is "feeling alone" a problem you can solve with product improvements, or does it require other people?
[User answers: "Other people. You can't solve the social layer with features."]
Then the real question isn't community vs. core product. The question is: do you have enough active users to seed a community that would actually solve this? What's your MAU count and how engaged are your top 20% of users?
[This decomposition reveals the question was never "community vs. product" — it was "do we have the critical mass to make community work?"]
</output>
</example>
</examples>
Common Rationalizations
| Excuse | Reality |
| "Just answer me" | Questions uncover assumptions answers would cement. |
| "I need advice not questions" | Advice without examined beliefs repeats past mistakes. |
| "Too many questions annoy users" | One question at a time — depth without interrogation. |
| "I already explained" | Explanation often masks unstated premises. |
| "Socratic is slow" | Five sharp questions beat a wrong hour-long plan. |
Verification
- One question at a time (no question stacks)
- User's assumptions surfaced before recommendations
- Questions tie to the decision at hand, not generic coaching
- Session converges toward clarity or explicit uncertainty
Red Flags
- User's surface question answered before probing
- Short answer accepted without one deeper follow-up
- Socratic used for simple binary decision
- Session ends without surfacing deepest unresolved question
Prune Log
Last pruned: 2026-07-04
- No changes — citation audit passed; content current (improve-skills full pass 2026-07-04)
Impact Report
Socratic session: [problem]
Decomposition depth: N questions
Keystone insight: [the real question beneath the original]
Next concrete action: [what became clear]Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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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
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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.

