verify-this
Skill0 starsChanged 13 days agoMITView on GitHub
Verify a claim with fresh local evidence: restate it falsifiably, capture baseline and treatment, compare artifacts, and return VERIFIED, NOT VERIFIED, or INCONCLUSIVE.
11 other projects use a version of this, 8 of them edited.
Adopted by
Most recently taken up by
- catesandrew/skillsedited, first seen Nov 8, 2026
- ryanportfolio/winuse-mcpedited, first seen Nov 8, 2026
- krishhgg/t3termtheir own version, first seen Nov 1, 2026
- AnastasiyaW/codex-claude-code-configtheir own version, first seen Oct 30, 2026
- ryanportfolio/savetokensedited, first seen Oct 20, 2026
- anis-dr/skillsedited, first seen Oct 15, 2026
Used with
Projects with it also use automate-me, arena and 6 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.
jaydubya818Skillautomate-me
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MicrosoftSkillbro
Re-explain the previous assistant message in a much simpler way, for when the reply made you go 'bro what'. Use /bro to get a simpler version of the last answer in Plain Language + Chicago Manual of Style, with diagrams where they help.
Also in 4 projects that use this
MicrosoftSkillblast-radius
Assesses network dependency and shared-infrastructure exposure. Use when the user asks which services, customers, SLA policies, routes, or redundant links are affected by a network fault.
Also in 3 projects that use this
termdockSkillrecall
Retrieves cross-session memories about past decisions, lessons, and patterns. Use when user asks about prior work, past decisions, or mentions a feature. Triggers include check memory, what did we decide, how did we solve.
Also in 4 projects that use this
GoogleSkilltdd
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
Also in 3 projects that use this
- +1 more from jaydubya818
- +1 more from microsoft
Other versions11 projects use a version of this.
Word for word · 0
None found.
Edited · 8
- anis-dr/skills★ 392% same
- cirne/agent-skills★ 324% same
- dhanji4U/skills★ 292% same
- EvanBatten/pstack-for-cc★ 296% same
- learnerLj/agent-skills★ 2100% same
- ryanportfolio/winuse-mcp★ 278% same
- catesandrew/skills★ 183% same
- ryanportfolio/savetokens★ 179% same
Wrote their own version · 3
- AnastasiyaW/claude-code-config★ 214same name
- AnastasiyaW/codex-claude-code-config★ 214same name
- krishhgg/t3term★ 11same 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.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- check-compiler-errorsSkill
- control-cliSkill
- control-uiSkill
- deslopSkill
- fix-ciSkill
- fix-merge-conflictsSkill
- get-pr-commentsSkill
- loop-on-ciSkill
- make-pr-easy-to-reviewSkill
- new-branch-and-prSkill
- pr-review-canvasSkill
- review-and-shipSkill
- run-smoke-testsSkill
- thermo-nuclear-code-quality-reviewSkill
- weekly-reviewSkill
- what-did-i-get-doneSkill
- workflow-from-chatsSkill
The file
We split this skill into the rules it gives an agent
4 rules. 2 are common, 1 is distinctive, and 1 is very specific to this project.
2
Common
Most of the 11 edited versions we read keep these.
1
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
- Common: line 17
Do not use this for vague claims like "the code is cleaner".
- Distinctive: line 39
When safe to write artifacts:
- Common: line 51
If artifacts may contain sensitive code, prompts, screenshots, HTTP bodies, or heap data, keep only the minimal inline evidence unless the …
- Very specific: line 74
Do not soften a negative result.
“Common” is measured: kept by at least 6 in 10 of the 11 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 This
Verification is not a recap. It proves or disproves a specific claim with repeatable evidence.
When To Use
- The user asks "verify this", "prove it works", "did this fix it", or "show me the evidence".
- A bug fix needs a before/after repro.
- A UI, CLI, API, performance, or memory claim needs measurement.
- A test passes but the user-visible behavior still needs confirmation.
Do not use this for vague claims like "the code is cleaner". Ask for a measurable claim first.
Workflow
- Restate the claim in falsifiable form: condition, metric, and threshold.
- Pick the smallest local surface that can disprove it.
- Capture a baseline from the old state: merge base, parent commit, failing branch, or current broken repro.
- Capture treatment from the changed state with the same command, data, warmup, and environment.
- Compare raw artifacts: numbers, screenshots, terminal transcripts, HTTP responses, profiles, heap snapshots, or test output.
- Return exactly one verdict:
VERIFIED,NOT VERIFIED, orINCONCLUSIVE.
Local Surfaces
- Code behavior: focused unit/integration tests or a minimal repro script.
- CLI/TUI behavior:
control-cli, terminal transcript, or demo recording. - UI behavior:
control-ui, screenshots, accessibility snapshots, or browser traces. - API behavior: local HTTP/RPC request and response diff.
- Performance: same-machine baseline/treatment timings or CPU profiles.
- Memory: heap snapshots before and after the suspected operation.
Artifact Layout
When safe to write artifacts:
/tmp/verify-this/<claim-slug>/
├── claim.md
├── timeline.md
├── baseline/
├── treatment/
├── diff/
└── verdict.mdIf artifacts may contain sensitive code, prompts, screenshots, HTTP bodies, or heap data, keep only the minimal inline evidence unless the user agrees to disk storage.
Verdict Rules
VERIFIED: baseline and treatment differ in the predicted direction, by the claimed threshold, with no obvious confound.NOT VERIFIED: the behavior is unchanged, moves the wrong way, or misses the threshold.INCONCLUSIVE: no valid baseline, noisy signal, failed measurement, or an environment difference invalidates the comparison.
Output
Use this shape:
VERIFIED | NOT VERIFIED | INCONCLUSIVE
Claim: <falsifiable claim>
Evidence:
<metric/artifact>: baseline=<...>, treatment=<...>, delta=<...>, threshold=<...>
Reasoning:
<one tight paragraph naming the evidence and any confounds>Do not soften a negative result. A clear NOT VERIFIED is useful.
Does it work?
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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.

