validation
Skill0 starsChanged 2 months agoMITView on GitHub
Validate POC behavior with Product against acceptance criteria.
20 other projects use a version of this.
Adopted by
Most recently taken up by
- thistleknot/skillstheir own version, first seen Nov 8, 2026
- GoogleCloudPlatform/cloud-solutionstheir own version, first seen Nov 8, 2026
- LeanMeanCleanApps/CleanModelContextProtocoltheir own version, first seen Nov 8, 2026
- AnyOrgName/php-skillstheir own version, first seen Nov 8, 2026
- ruujOnChain/HedgeFund-Skillstheir own version, first seen Nov 8, 2026
- honeydew-ai/honeydew-ai-coding-agents-pluginstheir own version, first seen Nov 1, 2026
Other versions20 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 20
- openai/codex-security★ 11ksame name
- openai/plugins★ 7.8ksame name
- GoogleCloudPlatform/cloud-solutions★ 139same name
- richard-kim-79/archora-skills★ 49same name
- honeydew-ai/honeydew-ai-coding-agents-plugins★ 43same name
- wolverin0/claude-skills★ 41same name
- loocor/mcpmate★ 35same name
- ruujOnChain/HedgeFund-Skills★ 17same name
- aibtcdev/skills★ 11same name
- AnyOrgName/php-skills★ 4same name
10 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 repository20 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- architecture-decisionSkill
- developer-handoffSkill
- react-fsd-pocSkill
- backendSkill
- component-designSkill
- databaseSkill
- devopsSkill
- prototypeSkill
- supabaseSkill
- testingSkill
- acceptance-criteriaSkill
- product-definitionSkill
- product-discoverySkill
- project-analysisSkill
- user-storySkill
- ux-flowSkill
- security-reviewSkill
- verificationSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 5 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 20 edited versions we read keep these.
5
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 10
Use when the task matches: validation, product acceptance, preview review.
- Distinctive: line 39
Keep Product validation and engineering verification distinct.
- Distinctive: line 40
Do not claim completion without evidence.
- Very specific: line 44
Do not treat PREVIEW_READY as production release.
- Distinctive: line 45
Do not skip Product review by substituting automated tests.
- Distinctive: line 46
Do not claim acceptance without named reviewer evidence.
“Common” is measured: kept by at least 6 in 10 of the 20 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
validation
When to use
Use when the task matches: validation, product acceptance, preview review.
Purpose
Record Product acceptance or rejection of demonstrated behavior.
Inputs
- Runnable POC
- Acceptance criteria
- UX flow
Process
- Walk acceptance criteria with Product using the POC.
- Record who reviewed which revision and when.
- Separate Product validation from engineering verification.
- Send rejected behavior back to definition or UX as needed.
Outputs
- Validation record
- Accepted criteria
- Rejected feedback
- Revision requests
Verification
- Confirm each output exists and is reviewable.
- Keep Product validation and engineering verification distinct.
- Do not claim completion without evidence.
Restrictions
- Do not treat PREVIEW_READY as production release.
- Do not skip Product review by substituting automated tests.
- Do not claim acceptance without named reviewer evidence.
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.

