spec-evidence-analysis
Skill1 starsChanged 6 months agoMITView on GitHub
Define verification methods and evidence artifacts for requirements.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- agent-ix/quointheir own version, first seen Jun 25, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- agent-ix/quoin★ 20same name
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 repository19 other files it gives its agents.
- spec-app-reviewSkill
- spec-blueprintSkill
- spec-dependency-analysisSkill
- spec-failure-domain-analysisSkill
- specifySkill
- spec-integrity-analysisSkill
- spec-matrixSkill
- spec-object-reviewSkill
- spec-reviewSkill
- spec-risk-complexity-analysisSkill
- spec-scope-boundary-analysisSkill
- spec-security-analysisSkill
- spec-to-planSkill
- spec-us-to-frSkill
- spec-write-frSkill
- spec-write-itSkill
- spec-write-nfrSkill
- spec-write-strSkill
- spec-write-usSkill
The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 2 are distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Make sure every requirement has a defined verification method and a concrete artifact that proves it was verified.
- Very specific: line 12
After requirements are written but before spec-matrix builds the test matrix.
- Distinctive: line 36
Rule: Every implementation task MUST cite at least one evidence artifact.
- Very specific: line 41
Resolve "test" defaults: if an FR is tagged test, the matching test case must already exist or be queued in spec-matrix.
- Very specific: line 76
Every FR/StR/NFR has both verification_method and at least one evidence entry.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Verification & Evidence Strategy
Make sure every requirement has a defined verification method and a concrete artifact that proves it was verified.
When to use
- After requirements are written but before
spec-matrixbuilds the test matrix. - During
spec-reviewwhen "how do we know this is satisfied?" is unclear. - Whenever a new NFR is added (NFRs are most prone to missing evidence).
Verification methods (ISO/IEC/IEEE 29148)
| Method | Use when |
test | The requirement is exercisable by automated or manual test execution. Default. |
analysis | The requirement is proven by calculation, modeling, or static reasoning (e.g. complexity bound, cryptographic argument). |
inspection | The requirement is satisfied by visual or structural review of the artifact (e.g. license headers, doc presence). |
demonstration | The requirement is satisfied by observing operation in a realistic environment without instrumentation (e.g. UX flow walkthrough). |
Evidence artifacts
| Artifact | Pairs with |
test_case | test — points to a TC-XXX file or test path |
analysis_report | analysis — points to a doc/notebook |
inspection_checklist | inspection — points to a checklist file |
demo_recording | demonstration — points to a recording or scripted walkthrough |
metric | any — observability metric that proves runtime behavior |
log | any — log event proving the path executed |
Rule: Every implementation task MUST cite at least one evidence artifact. A task with no evidence is unfinishable.
Process
- Tag every FR/StR/NFR with
verification_methodandevidencefields in its frontmatter. - Resolve "test" defaults: if an FR is tagged
test, the matching test case must already exist or be queued inspec-matrix. - Resolve non-test methods: for
analysis/inspection/demonstration, name the artifact path explicitly. No "TBD".
Deliverable template
Per-requirement frontmatter (add to existing FR/StR/NFR files):
verification_method: test # test | analysis | inspection | demonstration
evidence:
- kind: test_case
ref: tests/integration/test_login.py::test_invalid_credentials
- kind: metric
ref: auth_failure_totalSummary deliverable in spec/analysis/evidence.md:
# Verification & Evidence Summary
| Req | Method | Artifact |
|-----|--------|----------|
| FR-003 | test | tests/integration/test_login.py::test_login_happy_path |
| FR-010 | analysis | docs/analysis/storage-bound.md |
| NFR-002 | demonstration | docs/demos/uptime-walkthrough.md |
| NFR-005 | test + metric | tests/perf/test_p99_latency.py, metric `http_request_duration_seconds` |
## Open gaps
None.Acceptance Criteria
- Every FR/StR/NFR has both
verification_methodand at least oneevidenceentry. - No
evidence: TBD, no missing refs. - The summary table has zero open gaps before
spec-to-planis invoked.
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.

