agentleFS
mbwsimsmbwsims/claude-universe/skills/explain/SKILL.md

explain

Skill71 starsChanged 7 months agoNo licenceView on GitHub

Use when the user wants a deep explanation of a specific file, module, or implementation flow: "explain this code", "walk me through this file", "why is this structured this way", or "/explain". Best for focused code understanding with history context, not for repo-wide architecture mapping, recent-change summaries, or generic "what happened?" requests.

We split this skill into the rules it gives an agent

9 rules. 0 are common, 7 are distinctive, and 2 are very specific to this project.

  • 0

    Common

    Most of the 98 edited versions we read keep these.

  • 7

    Distinctive

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 98 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.

  • Other versions111 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 111

    1. Z3Prover/z3★ 13ksame name
    2. crbnos/carbon★ 2.8ksame name
    3. poshan0126/dotclaude★ 871same name
    4. VinkyDev/vibestart★ 278same name
    5. hsantanna88/clo-author★ 262same name
    6. hugosantanna/clo-author★ 262same name
    7. entireio/skills★ 223same name
    8. sammcj/agentic-coding★ 164same name
    9. SerhiiKorniienko/bullshit-detector★ 151same name
    10. kv0906/pm-kit★ 138same name

    101 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.

  • Used alongsideProjects with it also use debug-fix, root-cause 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.
    • zebbernSkill

      debug-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

    • Ingramradical235Skill

      root-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

    • Hugging FaceSkill

      self-review

      Use before opening a PR, or whenever asked to self-review a diffusers contribution. Applies the same rubric as the `@claude` CI (checks the diff against references/review-rules.md, traces call paths for dead code). Reports findings grouped by severity, flagging what to fix before submitting (blocking issues + dead code) vs what to leave for the actual review. Report-only — does not edit files.

      Also in 5 projects that use this

    • thoughtbotSkill

      challenge

      Pressure-test an assumption, decision, or inherited constraint — Socratic cross-examination that forces you to defend or abandon your position

      Also in 4 projects that use this

    • neurofooSkill

      socratic

      Socratic questioning to examine beliefs, uncover assumptions, and develop deeper understanding. Use to challenge thinking, evaluate proposals, or teach without lecturing.

      Also in 3 projects that use this

    • MicrosoftSkill

      second-opinion

      Independent review of current work or a past session. USE WHEN a user wants a second opinion. DO NOT USE WHEN ordinary code review is wanted — use code-review.

      Also in 5 projects that use this

  • In this repository19 other files it gives its agents.

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