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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.

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Projects with it also use automate-me, arena and 6 more.

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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
  1. Common:

    Do not use this for vague claims like "the code is cleaner".

    line 17
  2. Distinctive:

    When safe to write artifacts:

    line 39
  3. Common:

    If artifacts may contain sensitive code, prompts, screenshots, HTTP bodies, or heap data, keep only the minimal inline evidence unless the …

    line 51
  4. Very specific:

    Do not soften a negative result.

    line 74

“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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

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

  1. Restate the claim in falsifiable form: condition, metric, and threshold.
  2. Pick the smallest local surface that can disprove it.
  3. Capture a baseline from the old state: merge base, parent commit, failing branch, or current broken repro.
  4. Capture treatment from the changed state with the same command, data, warmup, and environment.
  5. Compare raw artifacts: numbers, screenshots, terminal transcripts, HTTP responses, profiles, heap snapshots, or test output.
  6. Return exactly one verdict: VERIFIED, NOT VERIFIED, or INCONCLUSIVE.

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.md

If 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.

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