validation
Skill0 starsChanged 6 months agoNo licenceView on GitHub
Validation and testing protocol. Use when confirming a working implementation, writing tests, or verifying pipeline outputs.
20 other projects use a version of this.
Adopted by
Most recently taken up by
- 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
- aibtcdev/skillstheir own version, first seen Oct 26, 2026
Used with
Projects with it also use testing.
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.
NVIDIASkilltesting
Run Python and Rust tests for physicsnemo-curator using uv + pytest with coverage reporting via pytest-cov, and cargo-nextest for Rust tests. Includes benchmark workflows with pytest-benchmark and criterion.
Also in 3 projects that use this
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 repository219 other files it gives its agents.
- agents/AGENTS.mdAGENTS.md
- AGENTS.mdAGENTS.md
- codex-agents/AGENTS.mdAGENTS.md
- memory-bank/AGENTS.mdAGENTS.md
- copilot-instructions.mdCopilot instructions
- .github/copilot-instructions.mdCopilot instructions
- active-inferenceSkill
- adapter-merging-strategiesSkill
- adjacent-surface-scanSkill
- agent-governanceSkill
- agentic-design-patternsSkill
- agentic-harnessSkill
- agentic-hyperparm-macdSkill
- agentic-hyperparmSkill
- agentic_kg_memorySkill
- agentic-orchestrationSkill
- agent-identitySkill
- agent-long-term-memorySkill
- ai-promptingSkill
- architectureSkill
- arxiv-bridgeSkill
- auto-ingestSkill
- auto-researchSkill
- autoresearchSkill
- axiom-ladder-searchSkill
- bitter-lessonSkill
- bm25-autoencoderSkill
- bm25-corpus-samplingSkill
- book-concept-distillationSkill
- bpe-bm25Skill
- build-observabilitySkill
- business-writingSkill
- causal-inferenceSkill
- cavemanSkill
- checklistSkill
- chrome-extensionsSkill
- class-balancingSkill
- claudeSkill
- cluster-quantized-knnSkill
- codebase-designSkill
- codebase-knowledge-graphSkill
- code-extractionSkill
- code-localizationSkill
- codemapSkill
- code-review-and-qualitySkill
- codeSkill
- cognitive-taxonomySkill
- comfyui-api-renderSkill
- concept-segmentationSkill
- consolidationSkill
- context-compactionSkill
- context-engineeringSkill
- context-graphSkill
- continual-learningSkill
- continuity-logSkill
- copula-manifold-samplerSkill
- create-steering-documentsSkill
- cross-hatch-samplingSkill
- crystallizationSkill
- ctp2-image-patchingSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 9 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 20 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
1
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 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.
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.

