explain
Skill1 starsChanged 4 days agoMITView on GitHub
Use when an explanation is confusing, full of jargon, or too long, when the user asks "what does this mean", "explain like I'm new", "in plain English", or needs to explain a technical idea to someone non-technical such as a recruiter, a PM, or a teammate.
128 other projects use a version of this.
Adopted by
Most recently taken up by
- dafto1/skillstheir own version, first seen Nov 15, 2026
- fullstackhouse/skillstheir own version, first seen Nov 15, 2026
- AmrSabbagh35/project-explainertheir own version, first seen Nov 15, 2026
- jbellsolutions/hermes-super-agenttheir own version, first seen Nov 15, 2026
- ctskool/chase-animationstheir own version, first seen Nov 15, 2026
- NazmusSayad/skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use debug-fix, root-cause and 10 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.
zebbernSkilldebug-fix
Find and fix a bug or issue — from any source (GitHub issue, error message, user report, or observed behavior)
Also in 3 projects that use this
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
Other versions128 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 128
- Z3Prover/z3★ 13ksame name
- crbnos/carbon★ 2.8ksame name
- poshan0126/dotclaude★ 871same 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
118 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.
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 115 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 16
Start with what the thing does and why it matters, in one or two sentences.
- Distinctive: line 18
Use common words. Keep a technical term only when it is the right term, and define it the first time.
- Distinctive: line 21
Put steps in the order they happen.
- Distinctive: line 23
Keep what is known, what is assumed, and what you recommend in separate lines.
- Distinctive: line 25
Use a list for steps or parallel items.
- Distinctive: line 29
Before sending, read it as the reader:
- Distinctive: line 31
Every "it" and "this" points to one clear thing.
- Distinctive: line 32
Every term is defined or already familiar to this reader.
- Distinctive: line 36
Remove filler, hype words, and jargon that only sounds smart.
“Common” is measured: kept by at least 6 in 10 of the 115 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
Explain the idea so the reader gets it on the first read, without making it less accurate.
1. Know the reader
Decide who reads it: a beginner, a PM, an engineer from another field, a recruiter. If unclear, assume a smart person who is new to the topic.
2. Write it
- Start with what the thing does and why it matters, in one or two sentences.
- One idea per sentence. Short sentences.
- Use common words. Keep a technical term only when it is the right term, and define it the first time.
- Spell out an acronym the first time.
- Say who does what: "the server checks the token", not "the token is checked".
- Put steps in the order they happen.
- Give one concrete example when the idea is abstract.
- Keep what is known, what is assumed, and what you recommend in separate lines.
Use a list for steps or parallel items. Use prose when the ideas depend on each other.
3. Check it
Before sending, read it as the reader:
- Every "it" and "this" points to one clear thing.
- Every term is defined or already familiar to this reader.
- Each step says what changes and why.
- Nothing was cut that makes it wrong. If something is uncertain, say what would confirm it.
Remove filler, hype words, and jargon that only sounds smart.
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.

