E2E Test Thinker
UniClipboard/UniClipboard
Analyze the current branch's diff against main and determine which changes are testable via CLI-based end-to-end tests.
Execute mutation testing to evaluate test suite effectiveness.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace running-mutation-tests --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/running-mutation-tests .claude/skills/running-mutation-tests && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "running-mutation-tests" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/running-mutation-tests into .claude/skills/running-mutation-tests/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "running-mutation-tests", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/running-mutation-testsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace running-mutation-tests --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/running-mutation-tests .agents/skills/running-mutation-tests && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "running-mutation-tests" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/running-mutation-tests into .agents/skills/running-mutation-tests/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "running-mutation-tests", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace running-mutation-tests --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/running-mutation-tests .cursor/skills/running-mutation-tests && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "running-mutation-tests" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/running-mutation-tests into .cursor/skills/running-mutation-tests/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "running-mutation-tests", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/running-mutation-tests--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace running-mutation-tests --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/running-mutation-tests .gemini/skills/running-mutation-tests && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "running-mutation-tests" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/running-mutation-tests into .gemini/skills/running-mutation-tests/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "running-mutation-tests", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace running-mutation-testsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/running-mutation-tests .github/skills/running-mutation-tests && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "running-mutation-tests" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/running-mutation-tests into .github/skills/running-mutation-tests/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "running-mutation-tests", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace running-mutation-tests --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/running-mutation-tests .opencode/skills/running-mutation-tests && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "running-mutation-tests" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/running-mutation-tests into .opencode/skills/running-mutation-tests/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "running-mutation-tests", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
running-mutation-testsExecute mutation testing to evaluate test suite effectiveness.
Running Mutation Tests is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute mutation testing to evaluate test suite effectiveness. Use when performing specialized testing. Trigger with phrases like "run mutation tests", "test the tests", or "validate test effectiveness".
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including scripts, reference files and assets (for example `assets/README.md`, `assets/config_template.yaml` and `assets/example_mutation_results.json`). Compatibility notes: Designed for Claude Code
It sits in Testing & QA, covering Test coverage and Test generation. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGrepGlobBash(test:mutation-*)From allowed-tools in the SKILL.md frontmatter.
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
npxmvnnpmFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
github.comstryker-mutator.iopitest.orgen.wikipedia.orgFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Running Mutation Tests loads about 1.4k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 57 tokens; SKILL.md has 544 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 544 words, ~1,425 tokens.
.claude/skills/running-mutation-tests/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.Execute mutation testing to evaluate the effectiveness of a test suite by systematically introducing small code changes (mutants) and checking whether existing tests detect them. A killed mutant means the tests caught the change; a surviving mutant reveals a testing gap.
stryker.config.mjs with mutate patterns, test runner, and thresholds.setup.cfg or pyproject.toml with [mutmut] section.npx stryker run, mutmut run, or mvn pitest:mutationCoverage.| Error | Cause | Solution |
|---|---|---|
| Mutation run takes hours | Too many files in scope or slow test suite | Narrow mutate scope to critical modules; use --incremental mode; parallelize with --concurrency |
| All mutants survive | Tests only check for truthiness, not specific values | Strengthen assertions -- use toBe(42) instead of toBeTruthy(); add boundary checks |
| Equivalent mutant false positive | Mutation produces functionally identical code (e.g., x >= 0 vs x > -1) | Mark as equivalent in config; ignore in score calculation; document rationale |
| Out of memory during run | Too many concurrent mutation workers | Reduce --concurrency setting; increase Node.js --max-old-space-size; reduce shard size |
| Stryker "initial test run failed" | Test suite does not pass cleanly before mutations begin | Fix all failing tests first; ensure npm test exits 0; check test runner configuration |
Stryker configuration for TypeScript project:
// stryker.config.mjs
export default {
mutate: ['src/**/*.ts', '!src/**/*.d.ts', '!src/**/index.ts'],
testRunner: 'jest',
jest: { configFile: 'jest.config.ts' },
reporters: ['html', 'clear-text', 'progress'],
thresholds: { high: 80, low: 60, break: 50 },
concurrency: 4,
timeoutMS: 10000, # 10000: 10 seconds in ms
};Example surviving mutant and fix:
Mutant: src/utils/discount.ts:15 -- ConditionalExpression
Original: if (total > 100)
Mutant: if (total >= 100)
Status: SURVIVED
Fix -- add boundary test:
it('does not apply discount at exactly 100', () => {
expect(calculateDiscount(100)).toBe(0);
});
it('applies discount above 100', () => {
expect(calculateDiscount(101)).toBe(10.1);
});mutmut for Python:
# Run mutation testing
mutmut run --paths-to-mutate=src/ --tests-dir=tests/
# View surviving mutants
mutmut results
# Inspect a specific mutant
mutmut show 42© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 7 other files (scripts, references, assets) in skills/.curated/running-mutation-tests of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Running Mutation Tests next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Running Mutation Tests this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.4k | Automated safety check: Pass | MIT | |
| E2E Test ThinkerUniClipboard/UniClipboard | 1.9k | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | |
| Ralph Coveragejvm-skills/jvm-skills | 139 | — | ~683 | Automated safety check: Pass | Apache-2.0 | |
| Designing TestsCloudAI-X/opencode-workflow | 275 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Mutation Testingproffesor-for-testing/agentic-qe | 495 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Write Testsgnomeria/usbtree | 691 | — | ~622 | Automated safety check: Pass | MIT |
UniClipboard/UniClipboard
Analyze the current branch's diff against main and determine which changes are testable via CLI-based end-to-end tests.
jvm-skills/jvm-skills
Run Ralph in coverage mode — iteratively write tests for untested classes until coverage targets are met.
CloudAI-X/opencode-workflow
Guides test strategy, TDD/BDD approaches, test coverage planning, and testing best practices.
proffesor-for-testing/agentic-qe
Test quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate.
gnomeria/usbtree
Author tests that match the repo's stack and existing test style, at the cheapest level that catches the regression.
jmagly/aiwg
Run mutation testing to validate test quality beyond code coverage.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Categories
Execute mutation testing to evaluate test suite effectiveness. Running Mutation Tests is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute mutation testing to evaluate test suite effectiveness.
Running Mutation Tests fits situations like: performing specialized testing; with phrases like run mutation tests; validate test effectiveness.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a claude-code`. Or copy the skill folder (skills/.curated/running-mutation-tests in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/running-mutation-tests in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a codex`. Or copy the skill folder (skills/.curated/running-mutation-tests in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/running-mutation-tests in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill running-mutation-tests -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/running-mutation-tests, .gemini/skills/running-mutation-tests, .github/skills/running-mutation-tests and .opencode/skills/running-mutation-tests in your project.
Going by SKILL.md and its folder, Running Mutation Tests needs Python for the scripts in its folder and the command-line tools its instructions call (npx, mvn and npm). Our summary lists: Python 3; Node.js. Its frontmatter pre-approves these tools: Read, Write, Edit, Grep, Glob, Bash(test:mutation-*). Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 4 domains. As links in the text: github.com, stryker-mutator.io, pitest.org and en.wikipedia.org. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Running Mutation Tests is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 16 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Running Mutation Tests: E2E Test Thinker (UniClipboard/UniClipboard, 1.9k stars), Ralph Coverage (jvm-skills/jvm-skills, 139 stars), Designing Tests (CloudAI-X/opencode-workflow, 275 stars) and Mutation Testing (proffesor-for-testing/agentic-qe, 495 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.