verify
Skill2 starsChanged 5 months agoMITView on GitHub
Prove a change actually works before it ships. Use whenever a change is done, after implementing a feature/fix, before opening a PR, or when the user says verify/check this works/is this actually working. Tests passing is not sufficient; this skill requires real entry-point evidence.
189 other projects use a version of this.
Adopted by
Most recently taken up by
- SmartStudio/baize-bottheir own version, first seen Nov 15, 2026
- YuBan834/vrma-labtheir own version, first seen Nov 15, 2026
- Ju571nK/lodelinetheir own version, first seen Nov 15, 2026
- ericbust/namedroptheir own version, first seen Nov 15, 2026
- automagik-si/genietheir own version, first seen Nov 15, 2026
- todoist/todoist-clitheir own version, first seen Nov 15, 2026
Used with
Projects with it also use instinct-export, instinct-import and 10 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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Import instincts from file or URL into project/global scope
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AviadPSkillrisk-assess
Assess the risk and blast radius of a proposed code change before implementing it. Evaluates CI impact, framework-wide vs localized scope, rollback path, and identifies blindspots. Use when user says "what's the risk", "is this safe", "assess the impact", "risk assess", "blast radius", or before applying framework-wide or CI-affecting changes. Do NOT use for code quality review (use code-quality) or plan validation (use design-validator).
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diego-tobalinaSkillbuild-fix
Fix build and compilation errors systematically. Run when build fails.
Also in 6 projects that use this
AaravChadhaSkillsecure
Security review with a confidence gate - a finding exists only with a concrete exploit scenario and a high/medium/low confidence rating; everything else goes to a worth-hardening list, never inflated. Sweeps five surfaces: auth gates, secrets hygiene, injection and unsafe sinks, unsafe deserialization/crypto/transport, and LLM tool-use trust boundaries. Reports only, never fixes. Use when the user asks for a security review or to check vulnerabilities, secrets, or auth.
Also in 3 projects that use this
ArvorCoSkillspecify
Create feature specification from natural language description. Use when starting a new feature or creating a spec. Triggers on: create spec, specify feature, new feature spec.
Also in 10 projects that use this
- +1 more from TheKREATORS
Other versions189 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 189
- facebook/react★ 253ksame name
- react/react★ 252ksame name
- garrytan/gstack★ 142ksame name
- oven-sh/bun★ 97ksame name
- anthropics/financial-services-plugins★ 41ksame name
- anthropics/financial-services★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- anthropics/claude-quickstarts★ 19ksame name
- NVIDIA-NeMo/NeMo★ 19ksame name
179 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 repository5 other files it gives its agents.
- babysitSkill
- design-checkSkill
- prSkill
- shipSkill
- simplifySkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 5 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 167 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
Run the repo's relevant gates, escalating from cheapest to broadest:
- Distinctive: line 21
If a gate was already failing before the change, record that evidence and do not pretend it passed.
- Distinctive: line 44
Check that new failure modes are diagnosable:
- Distinctive: line 58
Do not verify by re-reading code.
- Distinctive: line 59
Do not count executor claims or CI summaries as evidence unless you retrieved the underlying output.
“Common” is measured: kept by at least 6 in 10 of the 167 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
Verify
Core principle: tests passing ≠ feature working. Verification means executing the changed behaviour through the same boundary a user, service, or downstream caller uses.
Process
1. Restate the contract
Briefly state what the change is supposed to do from the user's perspective. If you cannot state it, ask or mark NOT VERIFIED.
2. Run the existing gates
Run the repo's relevant gates, escalating from cheapest to broadest:
- format/lint/typecheck/build
- focused tests for touched area
- full test suite when practical before PR/merge
If a gate was already failing before the change, record that evidence and do not pretend it passed.
3. Drive the real entry point
Exercise the actual surface:
- CLI → run the installed/local binary or package command with real args.
- API/service → start the service, call the endpoint, inspect body and side effects.
- UI → run the app, interact with the changed path, capture screenshots if useful.
- Workflow/worker/pipeline → run a small real input and inspect output artifacts/rows/state.
- Library → write and run a throwaway consumer script.
Capture command + representative output. Screenshots or logs count only when tied to the command/path that produced them.
4. Edge/failure sweep
Try the highest-value applicable cases, not an infinite checklist:
- empty/zero/nil input
- boundary/off-by-one
- duplicate/repeated invocation/idempotency
- malformed dependency response or timeout
- unicode/long strings if strings cross a boundary
- permissions/auth for new access paths
- backwards compatibility for old config/data/callers
5. Reliability sweep
Check that new failure modes are diagnosable:
- errors carry context and are not swallowed
- external calls have timeout/retry/cancellation where appropriate
- logs are useful but contain no secrets/PII
- resources are cleaned up
6. Verdict
End with exactly one:
- VERIFIED — evidence proves the contract through the real entry point.
- NOT VERIFIED — something failed, could not run, or only tests/builds ran.
Partial verification is NOT VERIFIED with notes.
Gotchas
- Do not verify by re-reading code.
- Do not count executor claims or CI summaries as evidence unless you retrieved the underlying output.
- Any code change after VERIFIED invalidates the verdict; re-run the relevant verification.
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