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ae-ltd-mutation-gate

Use when unit tests look green but confidence is low and mutation testing is needed to expose weak assertions.

Skill by aegntic

IndexedMIT★ 12
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/aegntic-ae-ltd-mutation-gate

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About

Use when unit tests look green but confidence is low and mutation testing is needed to expose weak assertions. AE.LTD workflow for targeted mutation runs and actionable test hardening.

Use cases: testing, productivity

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/ae-ltd-mutation-gate

What's inside

Skill name
ae-ltd-mutation-gate
Description
Use when unit tests look green but confidence is low and mutation testing is needed to expose weak assertions. AE.LTD workflow for targeted mutation runs and actionable test hardening.
License
MIT
Instructions
45 lines in SKILL.md · view on GitHub

Files (3)

  • SKILL.md
  • SKILL.toml
  • openai.yaml · agents/

SKILL.md (first lines)

# AE.LTD Mutation Gate

## What This Skill Does

Measures test quality beyond line coverage using mutation testing. Exposes weak assertions and generates actionable test hardening recommendations. Niche gem source: `mutation-tester` plugin from `awesome-claude-code-toolkit`.

1. Detect appropriate mutation tool (Stryker/mutmut/PIT)
2. Run targeted mutation tests on critical modules
3. Convert survived mutants into hardened tests
4. Track mutation score to threshold (target: 80%+)

## Quick Start

```
User: "My tests pass but I'm not confident"
→ Detect stack → Run mutations → Report survivors → Harden tests
```

## Workflow

1. Detect stack and tool.
- JS/TS: Stryker
- Python: mutmut
- Java: PIT

2. Start narrow.
Run mutation testing on one critical module first to keep runtime bounded.

3. Measure score and survivors.
Capture killed/survived/timed-out mutants and mutation score.

4. Convert survivors into tests.
For each top survived mutant, specify the exact missing assertion and test case.

5. Re-run until stable threshold.
Target at least 80% mutation score unless user/project standard says otherwise.

## Guardrails

- Exclude generated files and non-business logic.
- Use per-mutant timeouts to control runaway test runs.
- Report equivalent-mutant risk explicitly.
- Prioritize critical-path business logic over utility files.

From aegntic/cldcde, MIT.

More from aegntic/cldcde

Signals

Stars
12
Forks
3
Open issues
0
Last commit (this folder)
Mar 11, 2026 (7 months ago)
Last release
Aug 13, 2025 (1 year ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Website
cldcde.cc
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from aegntic

Cite this page

ae-ltd-mutation-gate skill. Agent Mart. https://agentmart.dev/skills/aegntic-ae-ltd-mutation-gate (last updated 2026-10-24)