create-verification-skill
Skill2 starsChanged 17 days agoMITView on GitHub
Create a project-local verification skill by reading the codebase. Use when the user asks to create a verification skill, a verification process, or a drive harness for a repo, or when a runnable app has no scripted way to launch, drive, and prove its UI, CLI, or service behavior. Writes or extends that project's verify skill and its feature map.
77 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
- caidanw/skillstheir own version, first seen Nov 8, 2026
- Yeachan-Heo/oh-my-claudecodetheir own version, first seen Nov 8, 2026
- BrightGold70/skillstheir own version, first seen Nov 8, 2026
- tristanphvn/keeltheir own version, first seen Nov 8, 2026
- requie/endostacktheir own version, first seen Nov 8, 2026
Used with
Projects with it also use setup-pstack, ketchup-video 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.
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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
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.
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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
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 27 projects that use this
Xia-AtaraxiaSkillbenchmark-checklist
Vets performance measurements for the limiter, tuning, physical limits, errors, repeatability, relevance, and proof that timed work happened. It applies to 'check this benchmark', 'report this speedup', measured regressions, and choosing a library or configuration from numbers. It reports spread and gaps before drawing a conclusion. Not for general testing policy or choosing test oracles - use principle-testing.
Also in 36 projects that use this
Other versions77 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 77
- paperclipai/paperclip★ 112ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- milind-soni/OpenMausBot★ 18ksame name
- tester-army/e2e★ 13ksame name
- backnotprop/pstack★ 3.8ksame name
- epam/ketcher★ 932same name
- deadlock-mod-manager/deadlock-mod-manager★ 584same name
- openwong2kim/wmux★ 447same name
- jtaroreh/agystack★ 128same name
67 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 repository22 other files it gives its agents.
- AGENTS.mdAGENTS.md
- act-within-scopeSkill
- build-filesSkill
- codingSkill
- context-managementSkill
- domain-modelingSkill
- encode-lessonsSkill
- experience-firstSkill
- eyes-onSkill
- fluxSkill
- frontend-designSkill
- gitSkill
- grill-with-docsSkill
- in-your-own-wordsSkill
- lint-rulesSkill
- maintain-verification-skillSkill
- scripted-verificationSkill
- security-auditSkill
- skill-evaluationSkill
- test-auditSkill
- test-behavior-not-implementationSkill
- writingSkill
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 6 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 68 edited versions we read keep these.
6
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
- Distinctive: line 33
When a verification skill already exists, extend it.
- Distinctive: line 37
When the checkout does not start, fix that or report the exact failure before writing the skill.
- Very specific: line 41
Write SKILL.md in the skill home.
- Distinctive: line 49
Cleanup: Stop what this run started.
- Distinctive: line 50
Helpers: Every script the skill ships is executable, and the skill body shows the command.
- Distinctive: line 54
Create the map index and one file per user-facing feature.
- Distinctive: line 58
Run the new skill once: launch, doctor, drive one mapped feature, capture evidence, clean up.
“Common” is measured: kept by at least 6 in 10 of the 68 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
Create a verification skill
Build a project-local skill the next agent can run cold. It launches the real app, drives a feature the way a user does, and keeps the evidence.
The map contract is references/feature-map.md.
Load it before you seed the map. Load
references/feature-map-example/index.md
when you need a filled example.
1. Interview the repo
Answer these from the codebase. Ask the user only what the repo cannot show.
- Surface. What a person or caller actually touches. Note secondary surfaces.
- Run. The repo's own local start command, the ready signal, ports, env, seed data, and auth.
- Lifetime. Whether the entry program is finite or interactive. Identify the normal exit action separately from interruption.
- Drive. An existing harness first. Otherwise browser control for a web UI, a PTY or tmux session for a CLI or TUI, HTTP for a service.
- Observe. Screenshots, transcripts, response bodies, logs, exit codes, stored rows or files.
- Isolate. Whether two instances can run at once. When they cannot, the generated skill refuses to drive a second copy of that shared instance.
- Home. The directory where this repo keeps skills. When it has none, use
.agents/skills/.
When a verification skill already exists, extend it. One skill per app.
For terminal or native-window drives, follow terminal lifecycle.
When the checkout does not start, fix that or report the exact failure before writing the skill. A skill written against a broken start teaches the wrong steps.
2. Write the skill
Write SKILL.md in the skill home. Frontmatter is name and description only. The description names the app, the surface, and when to load it.
Ground every section in the interview. Leave no placeholder.
- Launch. The exact start command and the ready signal, plus teardown. A short-lived CLI has no server: build once, then each drive gets its own session.
- Doctor. One read-only check that the instance is worth driving: process up, right build, port owned by this run, auth valid when the route needs it.
- Drive. Real selectors and commands from this repo. Prefer accessible names, data attributes, prompt strings, and route paths.
- Evidence. Where proof goes. The proof standards are the feature-map contract. When a person can see the surface, the look is the
eyes-onskill. The map still owns the drive. - Cleanup. Stop what this run started. Kill the process you started, not every process with that name. Proof files stay at the named path.
- Helpers. Every script the skill ships is executable, and the skill body shows the command.
3. Seed the feature map
Create the map index and one file per user-facing feature. Start with the top 3 to 5, taken from routes, commands, menus, or docs. Follow the feature-map contract. A proof that uses one convenient entry point is incomplete when the map lists others.
4. Prove it
Run the new skill once: launch, doctor, drive one mapped feature, capture evidence, clean up. After cleanup, the evidence is still at the named path. Fix what fails. Run cleanup after a failed attempt so ports and processes do not stay behind.
An interactive shell does not finish after launch. Drive its normal exit and verify termination without human intervention. User cancellation, a timeout, or leaked verification windows invalidates normal-exit and cleanup proof.
A skill you have not executed is a draft. Say that when you could not run this step.
5. Hand off
Name the skill path, the feature you drove, the evidence path, and any surface you left unmapped. Later passes use maintain-verification-skill.
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.

