pr Release Workflow

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    > **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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    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

    MetricValueStatus
    Line Coverage84.2%WARNING
    Branch Coverage62.5%CRITICAL
    Assertion Density1.2 per funcLOW
    Mutation Score45.0%FAIL

    Identified Gaps

    • Missing Branch: src/auth/oauth.py lines 42-48 (Token expiration handling).
    • Untested Edge Case: src/auth/service.py - No test for DatabaseTimeout during 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

    1. Add a test case for DatabaseTimeout in tests/test_login.py to cover the identified gap.
    2. Update the test_successful_login assertion to verify the specific structure of the JWT token.
    3. Run mutation_runner.py on oauth.py to identify why the token expiration logic is surviving mutations.

    pr-release-workflow.pdf

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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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