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pr Release Workflow
> **Agent:** Applies the structured methodology from this skill to produce high-quality output.
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pr-release-workflow
Example session with this skill installed
Audit the test coverage for the /auth module in src/ and give me a gap analysis report for the login flow, then show me how to enforce a 90% threshold for this module.
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- Compiled the pr-release-workflow
- Generated the document
I have audited the /auth module. The analysis shows 84% line coverage but significant gaps in branch coverage for the OAuth2 callback logic. Mutation testing revealed that two assertions in the login flow are effectively no-ops.
Coverage Audit: /auth Module
| Metric | Value | Status |
|---|---|---|
| Line Coverage | 84.2% | WARNING |
| Branch Coverage | 62.5% | CRITICAL |
| Assertion Density | 1.2 per func | LOW |
| Mutation Score | 45.0% | FAIL |
Identified Gaps
- Missing Branch:
src/auth/oauth.pylines 42-48 (Token expiration handling). - Untested Edge Case:
src/auth/service.py- No test forDatabaseTimeoutduring user lookup.
Weak Test: tests/test_login.py::test_successful_login - Mutation of the return token does not trigger a failure.
Enforcement Configuration
To enforce the 90% threshold for this specific module in your CI pipeline, use the following command:
python3 scripts/coverage_auditor.py enforce \
--src-dir src/auth \
--test-dir tests/auth \
--threshold 90 \
--fail-under 85
Next steps
- Add a test case for
DatabaseTimeoutintests/test_login.pyto cover the identified gap. - Update the
test_successful_loginassertion to verify the specific structure of the JWT token. - Run
mutation_runner.pyonoauth.pyto identify why the token expiration logic is surviving mutations.
pr-release-workflow.pdf
PDF · document
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About this skill
This skill solves a specific pain point for developers working with AI coding agents.
- Structured workflow for the specific domain
- Best practices and anti-patterns guidance
- Concrete examples with real output
- Pitfall avoidance based on real-world experience
You: Use this skill to help with pr release workflow.
Agent: Applies the structured methodology from this skill to produce high-quality output.
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