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/agentic-verify

Check that a Python change is caught by tests: run every mutant of the changed lines and write tests until they catch them. Reports evidence instead of a diff to read.

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sickn33-agentic-awesome-skills-2
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Install
$ npx -y skills add sickn33/agentic-awesome-skills --skill agentic-verify --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/agentic-verify

Context preview

The summary Claude sees to decide when to auto-load this skill.

Check that a Python change is caught by tests: run every mutant of the changed lines and write tests until they catch them. Reports evidence instead of a diff to read.

SKILL.md

agentic-verify.SKILL.md
name: agentic-verify
description: "Check that a Python change is caught by tests: run every mutant of the changed lines and write tests until they catch them. Reports evidence instead of a diff to read."
category: testing
risk: safe
source: community
source_repo: timini/agentic-verification
source_type: community
date_added: "2026-10-16"
author: Tim Richardson
license: MIT
license_source: "https://github.com/timini/agentic-verification/blob/v0.3.0/LICENSE"
tags: [testing, pytest, mutation-testing, python, verification]
tools: [claude]
argument-hint: "[--base REV] [--budget-minutes N] [path]"

Verify a change

Overview

This skill checks that code Claude wrote or changed is actually tested. It defines the check before coding, runs every mutant of the changed lines with a pinned runner, and writes tests until the tests catch them. It reports which mutants were killed and which new tests fail on the old code, so the user can trust the change from evidence. Upstream source: [timini/agentic-verification](https://github.com/timini/agentic-verification/tree/v0.3.0/plugin/skills/verify).

When to Use This Skill

  • Use after implementing a feature or fix in a Python/pytest project, before saying the work is done.
  • Use when the user asks whether a change is tested.
  • Use `@agentic-test-audit` instead to review a whole test suite rather than one change.

How It Works

Arguments: `$ARGUMENTS`. `--base` is the git revision to compare with: `HEAD` (default) checks uncommitted work, a branch such as `main` checks a whole branch. Other options go to the runner.

The goal is that the user can trust the change from evidence, without reading every line. A change is verified when the tests fail if any part of it is wrong. Passing tests alone do not show that: our study found 71% of the calls that could be deleted unnoticed sat in functions that looked well tested.

Runner

AV='uvx --from git+https://github.com/timini/agentic-verification@v0.3.0#subdirectory=runner agentic-verification'
$AV verify <project-root> --base <rev> [--budget-minutes N]
$AV replay --run <run-dir> --mutant <id> --all
$AV base-check <project-root> --base <rev> [tests...]

Pass the project root (the directory pytest runs in), not a package directory or a file. `base-check` runs tests against the production source as it was at `--base`, in a disposable copy, and lists the tests that pass now and fail there: those detect the change.

The runner works in a disposable copy and writes only to `.test-suite-audit/` in the project. It needs Python 3.12+ and `pytest-cov` in the project's environment, plus `pytest-randomly` for the order check. Use a Bash timeout of the budget plus 2 minutes. The last stdout line is JSON with the verdict and report paths.

Rules

  • Never weaken, skip or delete an existing test to get a verified verdict, and never edit a

test so it matches wrong behaviour. If an existing test fails, the change or the test is wrong: find out which and tell the user.

  • A new test must assert behaviour a user of the code depends on: a result, an effect, an

error. Do not assert on private helpers or mock the code under change. A test that mocks the thing it checks passes when the feature is broken.

  • Only the runner decides that a mutant is killed. Do not call a mutant equivalent yourself;

list it for the user with your reasoning.

  • Do not retry a failing or flaky test until it passes. Report it; it hides real failures.
  • Never stash, revert or edit production files to see a test fail on the old code. Use

`base-check`, which does it in a copy; an interrupted stash leaves the user's code broken.

Steps

1. **Define the check first.** Before writing code (or, if the code exists, before testing it), restate the success criteria in one to three lines, and pick the strongest oracle available:

  • an end-to-end or public-API test of the user-visible behaviour, if there is a flow to drive;
  • a property, for pure logic: round trip, invariant, idempotence, or agreement with a simple

reference implementation (Hypothesis, if the project has it or the user agrees to add it);

  • a differential test, for a refactor or migration: the old version (`git show <base>:<file>`)

is the oracle; compare on generated inputs and list intentional differences with a reason;

  • example tests otherwise, including the edge cases the criteria name.

Write that test and see it fail before the change. If the change already exists, run `base-check` to confirm the test fails on the old code. 2. **Keep the loop fast.** While iterating, run only the tests for the area you are changing. The verify report lists the tests covering the changed lines and how long they take. 3. **Run verify** once the change and its tests are written. Read the verdict:

  • `verified`: every changed line runs under a test and every mutant of the changed lines was

killed. Go to step 5.

  • `gaps`: changed lines no test runs, surviving mutants, or a suite that is not green and

deterministic. Go to step 4.

  • `incomplete`: the budget ended first (rerun with a larger `--budget-minutes`), or no

mutant applies to the changed lines, for example a decorated function. Then the mutants give no evidence: rely on `base-check` and say so.

  • `no change`: nothing under the source packages changed since `--base`; check the base.

4. **Close each gap**, then rerun verify (step 3). Stop after three rounds and report what is left.

  • Surviving mutant: read its patch in `mutants/<id>.patch`. It shows a wrong version of your

code that the tests accept. Write a test that passes on the real code and fails on that version, then confirm it with `replay --all` (`killed_now: true`). If the mutant changes nothing a caller could observe, leave it and say why.

  • Uncovered changed line: test it, or remove it if it is dead code.
  • New test that catches none of the change's mutants (`change-weak
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