validation
Skill0 starsChanged 2 months agoMITView on GitHub
Validate that implemented software achieves analysis goals. Assess goal achievement, problem resolution, and feedback loops after implementation milestones or before release.
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
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 repository17 other files it gives its agents.
- analysis-reviewSkill
- business-analysisSkill
- change-assessmentSkill
- design-reviewSkill
- feedbackSkill
- implementationSkill
- installSkill
- operationsSkill
- project-definitionSkill
- project-setupSkill
- project-startSkill
- release-planningSkill
- retirementSkill
- risk-managementSkill
- roadmapSkill
- test-adequacy-reviewSkill
- testing-strategySkill
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 20 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 13
Use this skill after meaningful implementation milestones or before release to check whether the implemented work actually achieved the …
- Distinctive: line 34
Use the evidence log, feature/story artifacts, test output, handoff notes, and implementation records.
- Distinctive: line 36
If evidence is missing, say so rather than inferring success from artifact presence.
- Distinctive: line 44
If the software shipped but the problem remains, say so explicitly.
- Distinctive: line 69
Stop when the current path is not justified under present constraints.
- Very specific: line 73
Write the decision dated and attributed at the moment it is made — Accept R-NNN — <name>, <YYYY-MM-DD> — in both the validation report and …
- Distinctive: line 86
Use the templates in this skill directory when scaffolding or substantially reshaping validation artifacts.
“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
Use this skill after meaningful implementation milestones or before release to check whether the implemented work actually achieved the goals defined earlier in the lifecycle.
Current Project Context
Analysis Goals And Problems
!cat docs/02-analysis/business-analysis.md 2>/dev/null || echo "No business analysis found."
Requirements
!cat docs/02-analysis/requirements/requirements.md 2>/dev/null || echo "No requirements found."
Implementation Status
!find docs/04-implementation/features -name "*.md" -exec head -5 {} + 2>/dev/null || echo "No features found."
Evidence Log
!cat docs/05-validation/evidence-log.md 2>/dev/null || echo "No evidence log found."
Interaction Pattern
- Review available evidence.
- Use the evidence log, feature/story artifacts, test output, handoff notes, and implementation records.
- Separate direct evidence from subjective judgment.
- If evidence is missing, say so rather than inferring success from artifact presence.
- For each meaningful goal in the business analysis, assess status.
- Mark it as met, partially met, or not met.
- Tie each judgment to concrete evidence.
- For each meaningful problem, assess whether the implemented solutions actually resolve it.
- Separate implementation completion from problem resolution.
- If the software shipped but the problem remains, say so explicitly.
- Assess regression protection and test relevance.
- Record the latest meaningful test command and result when available.
- Note whether tests map to important criteria or only prove superficial behavior.
- Identify regressions caught, regressions escaped, or regression risk not assessed.
- Assess human burden and orientation.
- Record whether artifacts made resumption easier or harder.
- Distinguish useful human judgment from avoidable process friction.
- Identify feedback items.
- Capture new problems, new goals, missed assumptions, or opportunities discovered during validation.
- Route feedback items to the right stage.
- Analysis if the problem framing or goals need revision.
- Design if the architecture or decomposition is insufficient.
- Implementation if the fix is mostly executional.
- Apply feature closeout thinking.
- Confirm feature and story status, release notes, final test state, and retrospective readiness.
- Recommend the next decision.
- Accept when goals are met well enough.
- Iterate when specific follow-up targets are clear.
- Stop when the current path is not justified under present constraints.
- Present the validation report for approval.
- Human review decides whether to accept, iterate, or stop.
- Write the decision dated and attributed at the moment it is made —
Accept R-NNN — <name>, <YYYY-MM-DD>— in both the validation report and the evidence log. The line is the acceptance rather than a report of one, so it cannot point elsewhere for its state, and a date not written now is not recoverable later from the artifacts themselves.
Outputs
Produce or update these artifacts as needed:
docs/05-validation/evidence-log.mddocs/05-validation/validation-report.md— the acceptance decision carries its date and its decider
Use the templates in this skill directory when scaffolding or substantially reshaping validation artifacts.
Gate
Human review is required before treating the validation outcome as settled.
Does it work?
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