Python Testing Patterns
jh941213/my-cc-harness
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
Explains test failures and provides actionable debugging guidance.
$ npx skills add ArabelaTso/Skills-4-SE --skill error-explanation-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ArabelaTso/Skills-4-SE error-explanation-generator --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/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/error-explanation-generator .claude/skills/error-explanation-generator && 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 "error-explanation-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/error-explanation-generator into .claude/skills/error-explanation-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "error-explanation-generator", 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/ArabelaTso/Skills-4-SE/tree/main/skills/error-explanation-generatorType 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 ArabelaTso/Skills-4-SE --skill error-explanation-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ArabelaTso/Skills-4-SE error-explanation-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/error-explanation-generator .agents/skills/error-explanation-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "error-explanation-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/error-explanation-generator into .agents/skills/error-explanation-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "error-explanation-generator", 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 ArabelaTso/Skills-4-SE --skill error-explanation-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ArabelaTso/Skills-4-SE error-explanation-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/error-explanation-generator .cursor/skills/error-explanation-generator && 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 "error-explanation-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/error-explanation-generator into .cursor/skills/error-explanation-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "error-explanation-generator", 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/ArabelaTso/Skills-4-SE.git --path skills/error-explanation-generator--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 ArabelaTso/Skills-4-SE --skill error-explanation-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ArabelaTso/Skills-4-SE error-explanation-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/error-explanation-generator .gemini/skills/error-explanation-generator && 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 "error-explanation-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/error-explanation-generator into .gemini/skills/error-explanation-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "error-explanation-generator", 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 ArabelaTso/Skills-4-SE error-explanation-generatorInstalls 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 ArabelaTso/Skills-4-SE --skill error-explanation-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/error-explanation-generator .github/skills/error-explanation-generator && 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 "error-explanation-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/error-explanation-generator into .github/skills/error-explanation-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "error-explanation-generator", 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 ArabelaTso/Skills-4-SE --skill error-explanation-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ArabelaTso/Skills-4-SE error-explanation-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/error-explanation-generator .opencode/skills/error-explanation-generator && 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 "error-explanation-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/error-explanation-generator into .opencode/skills/error-explanation-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "error-explanation-generator", 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.
error-explanation-generatorExplains test failures and provides actionable debugging guidance.
Error Explanation Generator is an agent skill from ArabelaTso/Skills-4-SE. Explains test failures and provides actionable debugging guidance. Use when tests fail (unit, integration, E2E), builds fail, or code throws errors. Analyzes error messages, stack traces, and test output to identify root causes and suggest concrete fixes. Handles pytest, jest, junit, mocha, vitest, selenium, cypress, playwright, and other testing frameworks across Python, JavaScript/TypeScript, Java, Go, and other languages.
Its SKILL.md is about 3.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/debugging_strategies.md` and `references/error_patterns.md`).
It sits in Testing & QA, covering Unit testing, End-to-end testing and Debugging. It works with Jest, pytest, Cypress and JavaScript. The repository describes itself as: A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4f38503. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gopytestnpmnpxmvnFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npm and npx, which can reach the network depending on how they are called.
From 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.
Error Explanation Generator loads about 3.8k tokens when it runs, and up to ~10k if it reads all its reference files. Until then it costs about 114 tokens; SKILL.md has 836 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); files beside SKILL.md are not scanned.
The full file from ArabelaTso/Skills-4-SE at commit 4f38503, republished under its Apache-2.0 licence (© ArabelaTso). 836 words, ~3,766 tokens.
.claude/skills/error-explanation-generator/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Analyze test failures and provide clear explanations with actionable fixes.
This skill helps debug failed tests by:
Collect all relevant information:
Essential Information:
Additional Context (if available):
How to gather:
# Python pytest
pytest -v --tb=long
# JavaScript/TypeScript jest
npm test -- --verbose
# Java junit
mvn test -X
# Go tests
go test -vIdentify the error category using references/error_patterns.md:
Common Categories:
Pull out critical details:
From Error Message:
From Stack Trace:
Example Extraction:
FAILED tests/test_user.py::test_create_user - AssertionError: assert 201 == 200Extracted:
tests/test_user.pytest_create_userAssertionError200201Analyze why the error occurred:
Questions to Ask:
Common Root Causes:
Structure the explanation clearly:
## Error Summary
[One-sentence description of what went wrong]
## What Happened
[Explain the error in plain language]
**Expected:** [What the test expected to happen]
**Actual:** [What actually happened]
## Root Cause
[Explain why this happened - the underlying issue]
## How to Fix
### Option 1: [Most likely fix] ⭐
[Specific code change or action to take]
```[language]
// Before
[problematic code]
// After
[fixed code]Why this works: [Brief explanation]
[Another possible solution if Option 1 doesn't apply]
[How to verify the fix works]
[command to run test][How to avoid this error in the future]
### Step 6: Suggest Next Steps
Provide actionable guidance:
**If fix is clear:**
- Show exact code change
- Provide test command to verify
- Mention related tests to check
**If diagnosis needs more info:**
- Suggest debugging steps
- Recommend logging/print statements to add
- Propose code to inspect
**If issue is environmental:**
- Suggest dependency checks
- Recommend configuration verification
- Propose environment comparison
## Error Pattern Examples
### Example 1: Assertion Failure (Python/pytest)
**Error Output:**FAILED tests/test_calculator.py::test_divide - AssertionError: assert 2.5 == 2
**Analysis:**
```markdown
## Error Summary
Test expected integer division but got float division result.
## What Happened
**Expected:** `2` (integer)
**Actual:** `2.5` (float)
The test `test_divide` called a divide function with arguments that produce
a decimal result (e.g., 5 / 2 = 2.5) but expected an integer result.
## Root Cause
The implementation uses true division (`/`) which returns floats in Python 3,
but the test expects integer division behavior.
## How to Fix
### Option 1: Update implementation to use integer division ⭐
```python
# Before
def divide(a, b):
return a / b
# After
def divide(a, b):
return a // b # Integer divisionWhy this works: The // operator performs floor division, returning
integers when both operands are integers.
# Before
assert divide(5, 2) == 2
# After
assert divide(5, 2) == 2.5Use this if float division is the intended behavior.
pytest tests/test_calculator.py::test_divide -vdef divide(a: int, b: int) -> int:
### Example 2: TypeError (JavaScript/Jest)
**Error Output:**TypeError: Cannot read property 'name' of undefined
at getUserName (src/user.js:5:20)
at Object.<anonymous> (tests/user.test.js:10:22)
**Analysis:**
```markdown
## Error Summary
Attempted to access property 'name' on undefined user object.
## What Happened
**Expected:** User object with 'name' property
**Actual:** `undefined`
Function `getUserName()` tried to access `.name` property on a value that
was undefined, causing a runtime error.
## Root Cause
The user object passed to `getUserName()` was undefined. This commonly
happens when:
- Function called without argument
- Async data not yet loaded
- Database/API query returned no result
## How to Fix
### Option 1: Add null/undefined check ⭐
```javascript
// Before
function getUserName(user) {
return user.name;
}
// After
function getUserName(user) {
if (!user) {
return null; // or throw error, or return default
}
return user.name;
}Why this works: Defensively handles cases where user might be undefined.
// Before
const name = getUserName(); // Called without argument
// After
const name = getUserName({ name: 'Alice', id: 1 });function getUserName(user) {
return user?.name ?? 'Unknown';
}npm test -- user.test.js
### Example 3: Timeout Error (E2E/Cypress)
**Error Output:**Timed out retrying after 4000ms: Expected to find element: [data-testid="submit-btn"], but never found it.
**Analysis:**
```markdown
## Error Summary
Test couldn't find submit button within timeout period.
## What Happened
**Expected:** Element with `data-testid="submit-btn"` to appear on page
**Actual:** Element never appeared within 4 seconds
## Root Cause
Possible reasons:
1. Element takes longer than 4s to render
2. Element has different selector/ID
3. Element only appears under certain conditions
4. JavaScript error preventing element from rendering
## How to Fix
### Option 1: Increase timeout for slow-loading elements ⭐
```javascript
// Before
cy.get('[data-testid="submit-btn"]').click();
// After
cy.get('[data-testid="submit-btn"]', { timeout: 10000 }).click();// Wait for page to fully load first
cy.get('[data-testid="form-container"]').should('be.visible');
cy.get('[data-testid="submit-btn"]').click();Inspect the page to verify:
// Verify element exists with different selector
cy.get('button[type="submit"]').click();npx cypress run --spec "cypress/e2e/form.cy.js"Add screenshot on failure:
cy.screenshot('before-submit-btn');
cy.get('[data-testid="submit-btn"]').click();Check browser console:
cy.window().then((win) => {
console.log(win.document.body.innerHTML);
});Verify element in browser:
Run test in headed mode: npx cypress open
### Example 4: Mock Issue (Python/pytest)
**Error Output:**E AssertionError: Expected call: send_email('user@example.com', 'Welcome') E Actual calls: []
**Analysis:**
```markdown
## Error Summary
Mock expected a function call that never happened.
## What Happened
**Expected:** `send_email()` to be called with specific arguments
**Actual:** `send_email()` was never called
## Root Cause
The code being tested didn't call the mocked function. Common reasons:
- Different code path executed (conditional logic)
- Function called with different arguments
- Function called on different object instance
- Mock not properly configured
## How to Fix
### Option 1: Verify code path is reached ⭐
```python
# Add debug assertion to check if code executes
def test_registration_sends_email(mocker):
mock_send = mocker.patch('app.email.send_email')
result = register_user('user@example.com')
# Check if registration succeeded
assert result.success, "Registration failed, email won't be sent"
mock_send.assert_called_once_with('user@example.com', 'Welcome')# Ensure you're mocking where it's used, not where it's defined
# Wrong - mocking definition location
mocker.patch('app.email.send_email')
# Right - mocking where it's imported
mocker.patch('app.user.send_email') # if user.py imports send_email# Instead of exact match
mock_send.assert_called_once_with('user@example.com', 'Welcome')
# Check if called at all
assert mock_send.called, "send_email was never called"
# Check call happened with first argument matching
mock_send.assert_called()
args = mock_send.call_args[0]
assert args[0] == 'user@example.com'pytest tests/test_registration.py::test_registration_sends_email -vPrint actual calls to see what happened:
print(f"Mock called: {mock_send.called}")
print(f"Call count: {mock_send.call_count}")
print(f"Call args: {mock_send.call_args_list}")assert mock.called before checking arguments
## Framework-Specific Notes
### Python (pytest, unittest)
**Common error patterns:**
- `AssertionError` - Failed assertions
- `AttributeError` - Missing attributes/methods
- `ImportError/ModuleNotFoundError` - Import issues
- `FixtureNotFoundError` - Missing pytest fixtures
**Key files to check:**
- `pytest.ini`, `setup.cfg` - Configuration
- `conftest.py` - Shared fixtures
- `requirements.txt` - Dependencies
### JavaScript/TypeScript (Jest, Mocha, Vitest)
**Common error patterns:**
- `TypeError` - Type-related errors
- `ReferenceError` - Undefined variables
- `Timeout exceeded` - Async operation timeouts
- `Cannot find module` - Import/require issues
**Key files to check:**
- `jest.config.js`, `vitest.config.js` - Test configuration
- `package.json` - Dependencies and scripts
- `tsconfig.json` - TypeScript settings
### Java (JUnit, TestNG)
**Common error patterns:**
- `AssertionFailedError` - Failed assertions
- `NullPointerException` - Null reference access
- `ClassNotFoundException` - Missing classes
- `ComparisonFailure` - Value comparison failures
**Key files to check:**
- `pom.xml` (Maven) or `build.gradle` (Gradle) - Dependencies
- Test configuration annotations
### Go (testing package)
**Common error patterns:**
- Test panics - Runtime panics
- Comparison failures - Expected vs actual mismatches
- Race conditions - Data race detector failures
**Key commands:**
```bash
go test -v # Verbose output
go test -race # Race detection
go test -cover # Coverage| Category | Keywords | Common Fix |
|---|---|---|
| Assertion failure | assert, expected, actual | Fix test expectation or implementation |
| Null/undefined | null, undefined, NullPointer | Add null checks or fix data flow |
| Type error | TypeError, type mismatch | Fix types or add type conversion |
| Timeout | timeout, exceeded | Increase timeout or fix slow code |
| Import error | ModuleNotFound, Cannot find | Install dependency or fix import path |
| Mock issue | assert_called, Expected call | Fix mock configuration or code path |
| Async error | Promise, await, async | Properly handle async operations |
| Setup failure | fixture, beforeEach, setUp | Fix test initialization |
references/error_patterns.md - Comprehensive error pattern catalog with detailed examples for each framework and languagereferences/debugging_strategies.md - Advanced debugging techniques, tools, and systematic approaches for complex failures© ArabelaTso, Apache-2.0. 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 2 other files (references) in skills/error-explanation-generator of ArabelaTso/Skills-4-SE.
Open the folder on GitHubat commit 4f38503
Error Explanation Generator 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 |
|---|---|---|---|---|---|---|
| Error Explanation Generator this skillArabelaTso/Skills-4-SE | 253 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | |
| Python Testing Patternsjh941213/my-cc-harness | 126 | 17 repos | ~5.4k | Automated safety check: Pass | None | |
| Playwright Testingchongdashu/vibejam-starter-pack | 149 | — | ~2.1k | Automated safety check: Pass | None | |
| Test Specialisttravisjneuman/.claude | 101 | — | ~3.7k | Automated safety check: Pass | MIT | |
| React Testingaffaan-m/ECC | 275k | 1 repos | ~3.3k | Automated safety check: Pass | MIT | |
| TDD Guidealirezarezvani/claude-skills | 28k | — | ~3.4k | Automated safety check: Pass | MIT |
jh941213/my-cc-harness
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
chongdashu/vibejam-starter-pack
Plan, implement, and debug frontend tests: unit/integration/E2E/visual/a11y.
travisjneuman/.claude
Test-writing patterns for JS/TS, Python, Go, and Rust (unit, integration, E2E, visual regression).
affaan-m/ECC
React component testing with React Testing Library, Vitest/Jest, MSW for network mocking, accessibility assertions with axe, and the decision boundary between component tests and Playwright/Cypress…
alirezarezvani/claude-skills
Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and…
PramodDutta/qaskills
The complete QA skill for Claude Code — turn Claude into an expert QA engineer that picks the right test type, writes reliable Playwright, Cypress, and pytest tests, eliminates flaky tests, enforces…
ArabelaTso/Skills-4-SE
Generate prioritized CVE watchlists and actionable security recommendations for repositories.
ArabelaTso/Skills-4-SE
Automatically migrate Python web applications between frameworks (Flask → FastAPI, Django → FastAPI).
ArabelaTso/Skills-4-SE
Generate test cases using metamorphic testing by applying transformations based on metamorphic properties.
ArabelaTso/Skills-4-SE
Instruments programs to capture execution traces specifically for reproducing reported bugs, enabling consistent replay and diagnosis of failures.
ArabelaTso/Skills-4-SE
Automatically migrate Spring MVC applications to Spring Boot.
ArabelaTso/Skills-4-SE
Instrument programs (Python, C/C++, Java) to capture snapshots of key program states at runtime, including variables, memory, and call stacks.
Categories
Explains test failures and provides actionable debugging guidance. Error Explanation Generator is an agent skill from ArabelaTso/Skills-4-SE. Explains test failures and provides actionable debugging guidance.
Error Explanation Generator fits situations like: tests fail (unit; code throws errors.
Run `npx skills add ArabelaTso/Skills-4-SE --skill error-explanation-generator -a claude-code`. Or copy the skill folder (skills/error-explanation-generator in ArabelaTso/Skills-4-SE) into .claude/skills/error-explanation-generator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ArabelaTso/Skills-4-SE --skill error-explanation-generator -a codex`. Or copy the skill folder (skills/error-explanation-generator in ArabelaTso/Skills-4-SE) into .agents/skills/error-explanation-generator 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 ArabelaTso/Skills-4-SE --skill error-explanation-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/error-explanation-generator, .gemini/skills/error-explanation-generator, .github/skills/error-explanation-generator and .opencode/skills/error-explanation-generator in your project.
Going by SKILL.md and its folder, Error Explanation Generator needs the command-line tools its instructions call (go, pytest, npm, npx and mvn). Our summary lists: Python 3; Node.js.
SKILL.md contains no URLs. Its commands use npm and npx, which can reach the network depending on how they are called. 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. Review the folder before installing.
Error Explanation Generator is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.8k tokens (SKILL.md is roughly 15k 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 6.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Error Explanation Generator: Python Testing Patterns (jh941213/my-cc-harness, 126 stars), Playwright Testing (chongdashu/vibejam-starter-pack, 149 stars), Test Specialist (travisjneuman/.claude, 101 stars) and React Testing (affaan-m/ECC, 275k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ArabelaTso (a GitHub user) maintains it in ArabelaTso/Skills-4-SE, which has 253 GitHub stars. The repository holds 150 skills in this directory. The repository was last updated on August 21, 2026.
Source: ArabelaTso/Skills-4-SE on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.