clarify
Skill23 starsChanged 2 months agoMITView on GitHub
Use the moment the user signals your last answer did not land: \"I did not follow that\", \"I don't understand\", \"say it simply\", \"simpler please\", \"more simply\", \"you lost me\", \"what does that mean\", \"too long\", \"explain again\", \"show me\", a confused question repeating something you already answered. Re-pitch what you just said, in plain words or as a picture. Not for a new question, and not for documenting a package: that is explain.
80 other projects use a version of this.
Adopted by
Most recently taken up by
- PeanutGT/NutsSkillstheir own version, first seen Nov 8, 2026
- venhdev/skillstheir own version, first seen Nov 8, 2026
- mel0nyrame/skillstheir own version, first seen Nov 8, 2026
- Integralist/agent-skillstheir own version, first seen Nov 6, 2026
- theexperiencecompany/gaiatheir own version, first seen Nov 3, 2026
- mag123c/toktracktheir own version, first seen Nov 3, 2026
Used with
Projects with it also use quieter, arrange 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.
HK-hubSkillquieter
Tones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use when the user mentions too bold, too loud, overwhelming, aggressive, garish, or wants a calmer, more refined aesthetic.
Also in 29 projects that use this
HK-hubSkillarrange
Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy. Use when the user mentions layout feeling off, spacing issues, visual hierarchy, crowded UI, alignment problems, or wanting better composition.
Also in 14 projects that use this
zwy123zwySkillnormalize
将用户随意输入的提示词规范化为结构清晰、便于大模型执行的标准化提示词。适用于需要整理、统一提示词格式时调用。
Also in 19 projects that use this
owshq-mecSkilllayout
Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy. Use when the user mentions layout feeling off, spacing issues, visual hierarchy, crowded UI, alignment problems, or wanting better composition.
Also in 8 projects that use this
- +8 more from HK-hub
Other versions80 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 80
- spool-lab/spool★ 592same name
- paperboytm/spool★ 590same name
- talesofai/cohub★ 585same name
- zaxbysauce/opencode-swarm★ 519same name
- ZaxbyHub/opencode-swarm★ 518same name
- educlopez/ui-craft★ 441same name
- nexmoe/DayBee★ 424same name
- nexmoe/eve★ 424same name
- ryanthedev/code-foundations★ 381same name
- Southclaws/storyden★ 348same name
70 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 repository34 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- analyzeSkill
- assessSkill
- blueprintSkill
- breakdownSkill
- buildSkill
- checklistSkill
- constitutionSkill
- convergeSkill
- debugSkill
- deepenSkill
- deprecateSkill
- double-checkSkill
- explainSkill
- handoffSkill
- helpSkill
- initSkill
- interviewSkill
- learnSkill
- levelupSkill
- lintSkill
- living-docsSkill
- performanceSkill
- personaSkill
- promptSkill
- prototypeSkill
- qaSkill
- quarantineSkill
- reportSkill
- roadmapSkill
- routeSkill
- signatureSkill
- specifySkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.
0
Common
Most of the 77 edited versions we read keep these.
1
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
Read ~/.mastermind/engineering/core/clarity.md for the register.
- Distinctive: line 66
Do not restate the same structure in fewer words: If the first attempt was prose, the second one probably should not be.
“Common” is measured: kept by at least 6 in 10 of the 77 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
MasterMind: Clarify
Your last answer failed. That is the fact to accept before writing anything else. Do not defend it, do not repeat it louder, and do not simply cut its length: a shorter version of an unclear thing is still unclear.
Read ~/.mastermind/engineering/core/clarity.md for the register. Use the project's own terms from
.mastermind/brief.md if it exists.
Work out what actually failed
One of four things went wrong. The repair differs for each, so name it before you rewrite.
| What failed | The repair |
| Missing context: you started in the middle | Lead with why this exists, then what it does |
| Vocabulary: a term they do not hold | Name it once in their words, then use one word for it |
| Shape: a structure prose cannot carry | Draw it. See below |
| Volume: correct, and too much at once | One claim, then stop and ask what they want next |
Two forms. Pick, do not offer a menu
Words. Lead with the point. Short sentences, active voice, one instruction each, no hedging. State what you would do and why, in the order they need it, not the order you discovered it.
A picture, when the thing has a shape: how parts connect, what calls what, what changed, what a sequence does, what the data looks like. Reach for the lightest form that carries it:
- a file layout: a shallow tree, one line of responsibility per entry, for where things live
- a call stack: an indented call tree, for what happens in what order
- a component tree: the same for a UI, keeping the state and the boundaries, dropping the rest
- types and signatures: the shape of the data, which is often the whole answer
- pseudocode: for an algorithm, where real code carries noise the reader does not need
- a table: for a comparison or a set of options
- a diff, and not only of code: mark a call tree, a file layout or a state machine with
+and-to show a change against a shape the reader already holds - a mermaid diagram: state and sequence diagrams, only when the relationships genuinely need one. Nine boxes at most; past that, draw an overview and a detail. Remove every box, arrow and label whose removal loses nothing, and give emphasis to one or two elements, never four
Plain text beats a rendered diagram: it works in every terminal and every tool, and it is faster to read. Reach for HTML only when the user asks for it.
Then stop. End with one short question that finds the next gap: "is it the X part or the Y part?" A second wall of text is the same failure again.
Close the loop
Each time this fires you have found a place MasterMind writes badly, and that is worth more than the
one repair. When the trigger was your own writing rather than a genuinely hard subject, add a line to the
brain's own .mastermind/journal.md, the file mastermind wrong-log reads, in its format so the log
shows it: <date> · wrong · <what you said that did not land> · caught by the user not following ·
<the shorter form that worked>.
Gotchas
- Do not fire on a new question. "What does that mean" about your last answer is this skill. "What does CORS mean" is a question: answer it.
- Do not lose a qualifier while simplifying. Dropping "only on the first install" makes a sentence shorter and wrong. Cut decoration, never conditions.
- Do not restate the same structure in fewer words. If the first attempt was prose, the second one probably should not be.
- Never say "as I said above". They read it. It did not work.
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.

