explain
Skill871 starsChanged 5 months agoMITView on GitHub
Explain code. Default is a one-sentence summary plus a mental model. Add `verbose` to also get an ASCII diagram, key details, and a modification guide.
122 other projects use a version of this.
Adopted by
Most recently taken up by
- NazmusSayad/skillstheir own version, first seen Nov 8, 2026
- sergeiwallace/skillstheir own version, first seen Nov 8, 2026
- paulocsb/worldcup-fifa-pooltheir own version, first seen Nov 8, 2026
- whyashthakker/estacktheir own version, first seen Nov 8, 2026
- ShahriarBijoy/show-me-howtheir own version, first seen Nov 8, 2026
- nearmap/shipyardtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use root-cause, resolve-conflicts and 9 more.
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.
Ingramradical235Skillroot-cause
Structured root cause analysis using WHERE (MECE decomposition) then WHY (causal structure diagrams) pipeline. Includes coin-flip detection, logical-leap detection, and vicious cycle intervention. Use when buffer enters YELLOW/RED, when metrics stall, or when Actions execute but don't produce results.
Also in 5 projects that use this
ralphkraussSkillresolve-conflicts
Resolve git merge conflicts or re-apply changes from a stale branch onto current main. Use when user says "resolve conflicts", "merge conflicts", "rebase branch", "branch is behind", "re-apply changes", "port branch", or a branch is too far behind main to merge cleanly.
Also in 4 projects that use this
neurofooSkillsocratic
Socratic questioning to examine beliefs, uncover assumptions, and develop deeper understanding. Use to challenge thinking, evaluate proposals, or teach without lecturing.
Also in 4 projects that use this
anombyte93Skilldiscover
Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery. Delegates to superpowers:brainstorming in Interactive Mode (one adaptive question at a time), or self-brainstorms in Autonomous Mode when no user is present. Intercepts before the brainstorming chain hands off to writing-plans — this skill owns the exit. Extracts constraints, calibrates scale (Solo / Team / Enterprise), and advances the pipeline to GENERATE.
Also in 6 projects that use this
mitsuhikoSkillsummarize
Fetch a URL or convert a local file (PDF/DOCX/HTML/etc.) into Markdown using `uvx markitdown`, optionally it can summarize
Also in 8 projects that use this
abdullah1854Skillpr-summary
Also in 3 projects that use this
Other versions122 projects use a version of this.
Word for word · 1
- krishnamallam/upbox★ 2100% same
Edited · 0
None found.
Wrote their own version · 121
- Z3Prover/z3★ 13ksame name
- crbnos/carbon★ 2.8ksame name
- VinkyDev/vibestart★ 289same name
- hsantanna88/clo-author★ 262same name
- hugosantanna/clo-author★ 262same name
- entireio/skills★ 239same name
- sammcj/agentic-coding★ 169same name
- SerhiiKorniienko/bullshit-detector★ 151same name
- kv0906/pm-kit★ 138same name
- penwyp/ClaudePreference★ 136same name
111 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 repository14 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- catchupSkill
- claude-mdSkill
- context-budgetSkill
- debug-fixSkill
- fix-issueSkill
- onboardSkill
- pr-reviewSkill
- refactorSkill
- setupdotclaudeSkill
- shipSkill
- specSkill
- tddSkill
- test-writerSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 0 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 108 edited versions we read keep these.
0
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
- Very specific: line 12
If $ARGUMENTS includes the word verbose (for example, /explain my-function verbose), produce all five sections below.
“Common” is measured: kept by at least 6 in 10 of the 108 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
Explain $ARGUMENTS clearly.
Mode
If $ARGUMENTS includes the word verbose (for example, /explain my-function verbose), produce all five sections below. Strip the word verbose from the target name when interpreting what to explain.
Otherwise (the default), produce only sections 1 and 2 and stop. Day-to-day that's usually all you need.
Sections
1. One-sentence summary
What does it do, and why does it exist? One sentence.
2. Mental model
An analogy or metaphor that captures the core idea. Relate it to something the developer already knows. One short paragraph.
3. Visual diagram (verbose only)
Draw an ASCII diagram showing the data and control flow. Keep it readable:
Input -> [Step A] -> [Step B] -> Output
|
v
[Side Effect]4. Key details (verbose only)
Walk through the important parts. Skip the obvious. Focus on:
- Non-obvious decisions (why this approach?)
- Edge cases and gotchas
- Dependencies and side effects
5. How to modify it (verbose only)
What would someone need to know to safely change this code? Where are the landmines?
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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.

