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
Install
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 cases: testing, productivity
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
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.
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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
- Repository
- github.com/aegntic/cldcde
- Website
- cldcde.cc
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
ae-ltd-mutation-gate skill. Agent Mart. https://agentmart.dev/skills/aegntic-ae-ltd-mutation-gate (last updated 2026-10-24)