Adk Verify Snippets
google/adk-python
Checks that every Python code block in a Markdown file actually compiles and runs, by extracting each block to a temporary file, executing it in an isolated subprocess, and writing a pass/fail…
Automatically generates regression tests for Python codebases by analyzing changes between old and new code versions and their existing tests.
$ npx skills add ArabelaTso/Skills-4-SE --skill python-regression-test-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ArabelaTso/Skills-4-SE python-regression-test-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/python-regression-test-generator .claude/skills/python-regression-test-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 "python-regression-test-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/python-regression-test-generator into .claude/skills/python-regression-test-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-regression-test-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/python-regression-test-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 python-regression-test-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ArabelaTso/Skills-4-SE python-regression-test-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/python-regression-test-generator .agents/skills/python-regression-test-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 "python-regression-test-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/python-regression-test-generator into .agents/skills/python-regression-test-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-regression-test-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 python-regression-test-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ArabelaTso/Skills-4-SE python-regression-test-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/python-regression-test-generator .cursor/skills/python-regression-test-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 "python-regression-test-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/python-regression-test-generator into .cursor/skills/python-regression-test-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-regression-test-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/python-regression-test-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 python-regression-test-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ArabelaTso/Skills-4-SE python-regression-test-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/python-regression-test-generator .gemini/skills/python-regression-test-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 "python-regression-test-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/python-regression-test-generator into .gemini/skills/python-regression-test-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-regression-test-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 python-regression-test-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 python-regression-test-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/python-regression-test-generator .github/skills/python-regression-test-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 "python-regression-test-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/python-regression-test-generator into .github/skills/python-regression-test-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-regression-test-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 python-regression-test-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 python-regression-test-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/python-regression-test-generator .opencode/skills/python-regression-test-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 "python-regression-test-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/python-regression-test-generator into .opencode/skills/python-regression-test-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-regression-test-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.
python-regression-test-generatorAutomatically generates regression tests for Python codebases by analyzing changes between old and new code versions and their existing tests.
Python Regression Test Generator is an agent skill from ArabelaTso/Skills-4-SE. Automatically generates regression tests for Python codebases by analyzing changes between old and new code versions and their existing tests. Migrates tests to work with new code, generates tests for new functionality, and creates mocks for external dependencies. Supports unittest and pytest frameworks. Use when refactoring code, adding features, or ensuring backward compatibility.
Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/api_reference.md` and `references/test_generation_patterns.md`).
It sits in Testing & QA, covering Unit testing, Refactoring and Test generation. It works with Python and pytest. 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.
7 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Python Regression Test Generator loads about 4.1k tokens when it runs, and up to ~9.5k if it reads all its reference files. Until then it costs about 105 tokens; SKILL.md has 673 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). 673 words, ~4,105 tokens.
.claude/skills/python-regression-test-generator/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.This skill automatically generates regression tests for Python code by analyzing differences between old and new versions, migrating existing tests, and creating new tests for modified or added functionality. It ensures previously tested behavior still works while covering new code paths.
Follow these steps to generate regression tests:
Compare old and new versions to identify:
Function Signature Changes:
Logic Changes:
Structural Changes:
Example Analysis:
# Old version
def calculate_total(items):
return sum(item.price for item in items)
# New version
def calculate_total(items, tax_rate=0.0):
subtotal = sum(item.price for item in items)
return subtotal * (1 + tax_rate)Changes identified:
tax_rate with default value 0.0Review old tests to understand:
Example Existing Test:
def test_calculate_total():
items = [Item(price=10), Item(price=20)]
assert calculate_total(items) == 30Analysis:
Update tests to work with new code:
For backward-compatible changes:
For breaking changes:
Migrated Tests:
def test_calculate_total_no_tax():
"""Regression: ensure backward compatibility with no tax"""
items = [Item(price=10), Item(price=20)]
assert calculate_total(items) == 30 # Uses default tax_rate=0.0
def test_calculate_total_with_tax():
"""New: test tax calculation functionality"""
items = [Item(price=10), Item(price=20)]
assert calculate_total(items, tax_rate=0.1) == 33.0Create tests for:
Generated Tests:
def test_calculate_total_zero_tax():
"""Test explicit zero tax rate"""
items = [Item(price=100)]
assert calculate_total(items, tax_rate=0.0) == 100
def test_calculate_total_high_tax():
"""Test high tax rate"""
items = [Item(price=100)]
assert calculate_total(items, tax_rate=0.5) == 150
def test_calculate_total_empty_items():
"""Edge case: empty items list"""
assert calculate_total([], tax_rate=0.1) == 0
def test_calculate_total_negative_tax():
"""Edge case: negative tax (discount)"""
items = [Item(price=100)]
assert calculate_total(items, tax_rate=-0.1) == 90Identify dependencies that need mocking:
Example with External Dependency:
New Code:
def send_notification(user_id, message):
user = database.get_user(user_id)
email_service.send_email(
to=user.email,
subject='Notification',
body=message
)
return TrueGenerated Test with Mocks:
from unittest.mock import Mock, patch
def test_send_notification():
"""Test notification sending with mocked dependencies"""
# Mock database
mock_db = Mock()
mock_user = Mock()
mock_user.email = 'user@example.com'
mock_db.get_user.return_value = mock_user
# Mock email service
with patch('myapp.email_service.send_email') as mock_send:
mock_send.return_value = True
with patch('myapp.database', mock_db):
result = send_notification(user_id=123, message="Hello")
assert result is True
mock_db.get_user.assert_called_once_with(123)
mock_send.assert_called_once_with(
to='user@example.com',
subject='Notification',
body='Hello'
)Determine if tests need:
unittest Setup:
class TestCalculateTotal(unittest.TestCase):
def setUp(self):
"""Run before each test"""
self.items = [
Item(price=10),
Item(price=20),
Item(price=30)
]
def test_no_tax(self):
result = calculate_total(self.items)
self.assertEqual(result, 60)
def test_with_tax(self):
result = calculate_total(self.items, tax_rate=0.1)
self.assertAlmostEqual(result, 66.0)pytest Fixtures:
@pytest.fixture
def items():
"""Fixture providing test items"""
return [
Item(price=10),
Item(price=20),
Item(price=30)
]
def test_no_tax(items):
result = calculate_total(items)
assert result == 60
def test_with_tax(items):
result = calculate_total(items, tax_rate=0.1)
assert result == pytest.approx(66.0)Verify generated tests are:
Old Code (calculator.py):
class Calculator:
def calculate_total(self, items):
"""Calculate total price of items"""
return sum(item.price for item in items)Old Test (test_calculator.py):
import unittest
from calculator import Calculator
from models import Item
class TestCalculator(unittest.TestCase):
def test_calculate_total(self):
calc = Calculator()
items = [Item(price=10), Item(price=20)]
result = calc.calculate_total(items)
self.assertEqual(result, 30)New Code (calculator.py):
class Calculator:
def calculate_total(self, items, tax_rate=0.0, discount=0.0):
"""Calculate total price with tax and discount"""
if tax_rate < 0 or tax_rate > 1:
raise ValueError("Tax rate must be between 0 and 1")
if discount < 0 or discount > 1:
raise ValueError("Discount must be between 0 and 1")
subtotal = sum(item.price for item in items)
after_discount = subtotal * (1 - discount)
total = after_discount * (1 + tax_rate)
return round(total, 2)Generated Regression Tests (test_calculator.py):
import unittest
from unittest.mock import Mock
from calculator import Calculator
from models import Item
class TestCalculator(unittest.TestCase):
def setUp(self):
"""Set up test fixtures"""
self.calc = Calculator()
self.items = [Item(price=10), Item(price=20)]
def test_calculate_total_backward_compatibility(self):
"""Regression: ensure old behavior still works"""
result = self.calc.calculate_total(self.items)
self.assertEqual(result, 30)
def test_calculate_total_with_tax(self):
"""New: test tax calculation"""
result = self.calc.calculate_total(self.items, tax_rate=0.1)
self.assertAlmostEqual(result, 33.0)
def test_calculate_total_with_discount(self):
"""New: test discount calculation"""
result = self.calc.calculate_total(self.items, discount=0.2)
self.assertAlmostEqual(result, 24.0)
def test_calculate_total_with_tax_and_discount(self):
"""New: test combined tax and discount"""
result = self.calc.calculate_total(
self.items,
tax_rate=0.1,
discount=0.2
)
self.assertAlmostEqual(result, 26.4)
def test_calculate_total_empty_items(self):
"""Edge case: empty items list"""
result = self.calc.calculate_total([])
self.assertEqual(result, 0)
def test_calculate_total_invalid_tax_rate_negative(self):
"""Error case: negative tax rate"""
with self.assertRaises(ValueError) as context:
self.calc.calculate_total(self.items, tax_rate=-0.1)
self.assertIn("Tax rate must be between 0 and 1", str(context.exception))
def test_calculate_total_invalid_tax_rate_too_high(self):
"""Error case: tax rate > 1"""
with self.assertRaises(ValueError):
self.calc.calculate_total(self.items, tax_rate=1.5)
def test_calculate_total_invalid_discount_negative(self):
"""Error case: negative discount"""
with self.assertRaises(ValueError):
self.calc.calculate_total(self.items, discount=-0.1)
def test_calculate_total_invalid_discount_too_high(self):
"""Error case: discount > 1"""
with self.assertRaises(ValueError):
self.calc.calculate_total(self.items, discount=1.5)
if __name__ == '__main__':
unittest.main()Old Code:
def fetch_user_data(user_id):
response = requests.get(f'https://api.example.com/users/{user_id}')
return response.json()Old Test:
def test_fetch_user_data():
with patch('requests.get') as mock_get:
mock_get.return_value.json.return_value = {'id': 1, 'name': 'Alice'}
result = fetch_user_data(1)
assert result['name'] == 'Alice'New Code:
async def fetch_user_data(user_id, include_posts=False):
async with aiohttp.ClientSession() as session:
url = f'https://api.example.com/users/{user_id}'
if include_posts:
url += '?include=posts'
async with session.get(url) as response:
return await response.json()Generated Regression Tests:
import pytest
from unittest.mock import AsyncMock, patch
@pytest.mark.asyncio
async def test_fetch_user_data_backward_compatibility():
"""Regression: basic user fetch still works"""
with patch('aiohttp.ClientSession') as mock_session:
mock_response = AsyncMock()
mock_response.json.return_value = {'id': 1, 'name': 'Alice'}
mock_session.return_value.__aenter__.return_value.get.return_value.__aenter__.return_value = mock_response
result = await fetch_user_data(1)
assert result['name'] == 'Alice'
@pytest.mark.asyncio
async def test_fetch_user_data_with_posts():
"""New: test include_posts parameter"""
with patch('aiohttp.ClientSession') as mock_session:
mock_response = AsyncMock()
mock_response.json.return_value = {
'id': 1,
'name': 'Alice',
'posts': [{'id': 1, 'title': 'Post 1'}]
}
mock_session.return_value.__aenter__.return_value.get.return_value.__aenter__.return_value = mock_response
result = await fetch_user_data(1, include_posts=True)
assert 'posts' in result
assert len(result['posts']) == 1
@pytest.mark.asyncio
@pytest.mark.parametrize("user_id,include_posts", [
(1, False),
(1, True),
(999, False),
])
async def test_fetch_user_data_parametrized(user_id, include_posts):
"""Parametrized test for various inputs"""
with patch('aiohttp.ClientSession') as mock_session:
mock_response = AsyncMock()
mock_response.json.return_value = {'id': user_id, 'name': 'User'}
mock_session.return_value.__aenter__.return_value.get.return_value.__aenter__.return_value = mock_response
result = await fetch_user_data(user_id, include_posts=include_posts)
assert result['id'] == user_idMigrate existing test when:
Create new test when:
Mark as obsolete when:
Regression tests:
test_<function>_backward_compatibilitytest_<function>_<old_behavior>New functionality tests:
test_<function>_<new_feature>test_<function>_with_<parameter>Edge case tests:
test_<function>_empty_inputtest_<function>_boundary_<condition>Error tests:
test_<function>_invalid_<parameter>test_<function>_raises_<exception>Always mock:
Consider mocking:
Don't mock:
MUST:
MUST NOT:
Complete test module structure:
"""
Regression tests for <module_name>
Generated tests ensure backward compatibility and cover new functionality
added in the latest version.
"""
import unittest # or pytest
from unittest.mock import Mock, patch, MagicMock
# Other imports
class Test<ClassName>(unittest.TestCase): # or pytest functions
def setUp(self):
"""Set up test fixtures"""
# Setup code
def test_<name>_backward_compatibility(self):
"""Regression: <description of old behavior>"""
# Test code
def test_<name>_<new_feature>(self):
"""New: <description of new functionality>"""
# Test code
# More tests...
if __name__ == '__main__':
unittest.main()Comprehensive patterns and techniques including:
© 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/python-regression-test-generator of ArabelaTso/Skills-4-SE.
Open the folder on GitHubat commit 4f38503
Python Regression Test 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 |
|---|---|---|---|---|---|---|
| Python Regression Test Generator this skillArabelaTso/Skills-4-SE | 253 | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | |
| Adk Verify Snippetsgoogle/adk-python | 22k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Hermetic Python Unit TestsdimensionalOS/dimos | 4.6k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Test Coverage Reviewareed1192/finance-news-aggregator | 149 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Py Package Checkipea/geobr | 959 | — | ~1.4k | Automated safety check: Notes | None | |
| Testing Livekit Agentslivekit-examples/agent-starter-python | 264 | 1 repos | ~1.9k | Automated safety check: Pass | MIT |
google/adk-python
Checks that every Python code block in a Markdown file actually compiles and runs, by extracting each block to a temporary file, executing it in an isolated subprocess, and writing a pass/fail…
dimensionalOS/dimos
Rules for writing, fixing and reviewing pytest unit tests that are hermetic: behavior-focused, deterministic, isolated and cheap to run.
areed1192/finance-news-aggregator
Audit, plan, write, and verify unit tests for Python projects using pytest.
ipea/geobr
Run the Python package release gate for geobr — sync the locked environment, run the offline and network test suites, build the distribution, and review the source against the Python conventions.
livekit-examples/agent-starter-python
Writes turn-level tests for a LiveKit agent in the user's normal test suite: pytest (Python) or Vitest (Node.js).
buildfastwithai/gen-ai-experiments
Measures how well a Python pytest suite catches behavior changes through diff-scoped mutation testing, then proposes and verifies tests for surviving mutants.
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
Automatically generates regression tests for Python codebases by analyzing changes between old and new code versions and their existing tests. Python Regression Test Generator is an agent skill from ArabelaTso/Skills-4-SE. Automatically generates regression tests for Python codebases by analyzing changes between old and new code versions and their existing tests.
Python Regression Test Generator fits situations like: refactoring code; adding features; ensuring backward compatibility.
Run `npx skills add ArabelaTso/Skills-4-SE --skill python-regression-test-generator -a claude-code`. Or copy the skill folder (skills/python-regression-test-generator in ArabelaTso/Skills-4-SE) into .claude/skills/python-regression-test-generator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ArabelaTso/Skills-4-SE --skill python-regression-test-generator -a codex`. Or copy the skill folder (skills/python-regression-test-generator in ArabelaTso/Skills-4-SE) into .agents/skills/python-regression-test-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 python-regression-test-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/python-regression-test-generator, .gemini/skills/python-regression-test-generator, .github/skills/python-regression-test-generator and .opencode/skills/python-regression-test-generator in your project.
SKILL.md names no scripts, command-line tools or credentials: Python Regression Test Generator is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Python Regression Test 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 4.1k tokens (SKILL.md is roughly 16k 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 5.4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Python Regression Test Generator: Adk Verify Snippets (google/adk-python, 22k stars), Hermetic Python Unit Tests (dimensionalOS/dimos, 4.6k stars), Test Coverage Review (areed1192/finance-news-aggregator, 149 stars) and Py Package Check (ipea/geobr, 959 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 151 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.