how
Skill0 starsChanged 4 months agoMITView on GitHub
Use when someone asks how something works - "how does X happen", "walk me through this flow", "where does this actually run". Explains behaviour from the feature map first, then traces the mechanism in the code. Read-only.
90 other projects use a version of this.
Adopted by
Most recently taken up by
- Yeachan-Heo/oh-my-claude-sisyphustheir own version, first seen Nov 8, 2026
- Loner1024/skillstheir own version, first seen Nov 8, 2026
- caidanw/skillstheir own version, first seen Nov 8, 2026
- Yeachan-Heo/oh-my-claudecodetheir own version, first seen Nov 8, 2026
- endqwerty/endstacktheir own version, first seen Nov 8, 2026
- tristanphvn/keeltheir own version, first seen Nov 8, 2026
Used with
Projects with it also use setup-pstack, ketchup-video 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.
bnemaSkillsetup-pstack
Configure which Pi models pstack uses per role. Detects available provider/model specs and writes pstack's user configuration. Use for /setup-pstack, "configure pstack models", or changing pstack model choices.
Also in 25 projects that use this
tristanphvnSkillketchup-video
Catch the user up like /keel:ketchup, with a short silent video of slides for what happened and the waiting calls as text under it. Use for /keel:ketchup-video.
Also in 13 projects that use this
ianclearySkillprinciple-explain-the-number
Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other than the work you think.
Also in 28 projects that use this
ianclearySkillpoteto-help
Guides users through pstack setup, /poteto-mode, and picking the skill, playbook, or principle for a task. Type /poteto-help with a question.
Also in 14 projects that use this
eryzerzSkillmake-bot-ui
Use when building a custom UI (page, dashboard, buttons) that should wake a Grok Bot over a webhook, when the user must provide a webhook sender key, or when exposing that UI on Tailscale.
Also in 19 projects that use this
drafaelSkillin-your-own-words
Restate the user's goals and the problem they are trying to solve to check understanding. Manual invocation only; use when the user explicitly invokes in-your-own-words or requests this understanding check. Do not solve the task or rewrite the assistant's last answer.
Also in 26 projects that use this
Other versions90 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 90
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- backnotprop/pstack★ 3.8ksame name
- poteto/how★ 878same name
- moeru-ai/xsai★ 667same name
- jtaroreh/agystack★ 128same name
- uzairansaruzi/p3-stack★ 126same name
- Dimon94/dverity★ 107same name
- Dimon94/skills★ 107same name
- dsebban/skills★ 71same name
80 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 repository18 other files it gives its agents.
- brainstormSkill
- buildSkill
- code-reviewSkill
- improve-codebase-architectureSkill
- inceptionSkill
- interview-loopSkill
- quickSkill
- recallSkill
- setupSkill
- surveySkill
- tddSkill
- to-issuesSkill
- to-prdSkill
- triageSkill
- validateSkill
- verifySkill
- whySkill
- worktreeSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 0 are distinctive, and 6 are very specific to this project.
0
Common
Most of the 89 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 13
If this repository has a feature map, read the relevant entry under <docs_dir>/verify/features/ first.
- Very specific: line 19
Read glossary.md too when the area has domain vocabulary, so your explanation uses the project's words rather than inventing parallel ones.
- Very specific: line 22
If there is no feature map, say so once and trace from the code.
- Very specific: line 27
Follow the actual path: entry point, what it calls, where state is read and written, where it ends.
- Very specific: line 31
When the area is large, this is a good use of independent workers, one per path, so the tracing is not done one file at a time in a single …
- Very specific: line 46
If the mechanism contradicts what the feature map says, that is a finding worth more than the explanation: report it, and offer verify …
“Common” is measured: kept by at least 6 in 10 of the 89 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
groundwork:how
Explain how something actually works, from the outside in.
1. Start from behaviour, not code
If this repository has a feature map, read the relevant entry under
<docs_dir>/verify/features/ first. It says what the feature does, how a person reaches it,
and what proves it worked - all in behavioural terms, which is where an explanation should
start. Reading it costs a page; reconstructing the same picture from source costs far more and
is easier to get wrong.
Read glossary.md too when the area has domain vocabulary, so your explanation uses the
project's words rather than inventing parallel ones.
If there is no feature map, say so once and trace from the code. verify --init is what
creates one.
2. Trace the mechanism
Follow the actual path: entry point, what it calls, where state is read and written, where it
ends. Prefer reading the code over guessing from names - a function called validate may not
validate.
When the area is large, this is a good use of independent workers, one per path, so the
tracing is not done one file at a time in a single context. See ../_runtime/RUNTIMES.md.
Note where behaviour is decided by configuration, an environment variable, or a feature flag rather than by the code path - that is the most common reason a correct-looking trace does not match what actually happens in production.
3. Explain
Lead with the shape - the two or three steps someone needs to hold in their head - then go into detail. Name concrete files and functions so the reader can go and look.
Say what you did not check. A trace that skipped an error path or a background job is still useful, but only if its edges are stated. Silence about a gap reads as coverage.
If the mechanism contradicts what the feature map says, that is a finding worth more than the
explanation: report it, and offer verify --sync to correct the map.
For the reasoning behind a design rather than its mechanics, use why. The two compose: the
mechanism plus the rationale is a complete explanation, and there is no separate skill for
that combination because there does not need to be.
This skill writes nothing.
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