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verify · operating skill

Evidence-first Review

Turn a claimed result into explicit checks, inspect the evidence, and separate verified facts from unresolved items before approval.

beta v0.1.0 either invocation verified 2026-08-07
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When to reach for it

  • An agent says an implementation, analysis, migration, or release task is complete.
  • The result has observable acceptance criteria or artifacts that can be checked.
  • A plausible narrative is not enough to justify approval.

Do not use when

  • The task is purely exploratory and has no agreed success condition yet.
  • The required source, system, or verification tool is unavailable; record the limitation instead of pretending to verify.

Inputs

  • Claimed result or completion report
  • Acceptance criteria or intended outcome
  • Available evidence such as source files, tests, screenshots, logs, URLs, or system state

Outputs

  • Verified claims
  • Unverified or failed claims
  • Evidence references
  • Residual risk and recommended next action
Compatible agents
ChatGPTClaude CodeCodexHermes Agent

What it does

Evidence-first Review changes the review question from “does this sound finished?” to “what can I actually verify?” It is designed for AI-assisted work where confident completion language can arrive before the underlying state has been checked.

When to reach for it

Use it at a verification or approval boundary: after implementation, after a migration, before a release, or whenever an agent reports that a task is done.

What one run does

  1. Extract the material claims from the completion report.
  2. Map each claim to an observable check.
  3. Inspect the available evidence.
  4. Mark each claim as verified, failed, or unresolved.
  5. Report residual risk and the smallest next action.

Common failure modes

  • Treating a successful command as proof of the entire user-visible outcome.
  • Repeating an agent’s own completion summary as evidence.
  • Hiding unavailable checks inside a generally positive verdict.
  • Expanding scope during review instead of separating follow-up work.

It’s working if

A reviewer can see exactly why a claim is accepted, what remains uncertain, and what should happen next without reconstructing the whole session.

Where it fits

This is a Verify-phase skill. It pairs naturally with a scoped implementation workflow. A public-safe publishing skill may become a downstream step once that capability is actually published.

Verification

  • Every approved claim points to observable evidence or an explicit check result.
  • Failed or unavailable checks remain visible in the final review.
  • The next action is clear without rereading the full work log.

Guardrails

  • Never upgrade an unobserved claim to verified.
  • Distinguish source evidence from inference.
  • Stop and report when required verification access is unavailable.