MCPInstall

verify-this

Verify a claim with fresh local evidence: restate it falsifiably, capture baseline and treatment, compare artifacts, and return VERIFIED, NOT VERIFIED, or INCONCLUSIVE.

Installs
60
Last 24h
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/poteto/plugins --skill verify-this
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads verify-this automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

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.

FAQ

What does the verify-this skill do?

Verify a claim with fresh local evidence: restate it falsifiably, capture baseline and treatment, compare artifacts, and return VERIFIED, NOT VERIFIED, or INCONCLUSIVE.

How do I install verify-this?

Run npx skills add https://github.com/poteto/plugins --skill verify-this in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/verify-this/ (personal) or .claude/skills/verify-this/ (project).

Which AI agents can use verify-this?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is verify-this safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains verify-this?

It is published by poteto in poteto/plugins. It has 60 recorded installs.

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