aprender 0.25.3

Next-generation machine learning library in pure Rust
Documentation
name: github-ticket
description: Implement a GitHub issue/ticket with full TDD workflow
category: development
priority: high
prompt: |
  Implement GitHub issue following EXTREME TDD methodology.

  ## STEP 1: FETCH ISSUE DETAILS

  Use `gh` CLI to fetch the issue:
  ```bash
  # Fetch issue from URL or number
  gh issue view ${ISSUE_URL} --json title,body,labels,assignees,milestone

  # Or if using issue number:
  gh issue view ${ISSUE_NUMBER} --repo ${GITHUB_ORG}/${GITHUB_REPO} --json title,body,labels,assignees
  ```

  **Parse the following from issue:**
  - Title: What feature/bug to implement
  - Description: Context and background
  - Acceptance Criteria: List of requirements (usually in checklist format)
  - Labels: Priority, type (bug/feature/enhancement)
  - Linked PRs: Check if implementation already exists

  ## STEP 2: ANALYZE ACCEPTANCE CRITERIA

  **Extract acceptance criteria from issue body:**
  - Look for sections like "Acceptance Criteria", "Requirements", "Definition of Done"
  - Convert checklist items to test cases
  - Identify edge cases and error conditions
  - Note any performance requirements

  **Example Issue Body:**
  ```markdown
  ## Problem
  Users cannot export data to CSV format.

  ## Acceptance Criteria
  - [ ] Add --format csv flag to export command
  - [ ] CSV output includes all required fields
  - [ ] CSV follows RFC 4180 format
  - [ ] Handle special characters (quotes, commas)
  - [ ] Add error handling for file write failures
  - [ ] Update documentation
  ```

  ## STEP 3: CREATE TEST FILE (RED PHASE)

  **Create failing tests FIRST** for each acceptance criterion:

  ```rust
  // tests/github_issue_NNN_tests.rs

  #[test]
  fn test_export_command_accepts_csv_format() {
      let mut cmd = Command::cargo_bin("myapp").unwrap();
      cmd.args(["export", "--format", "csv"])
          .assert()
          .success()
          .stdout(predicate::str::contains("exported"));
  }

  #[test]
  fn test_csv_output_includes_all_fields() {
      let output = export_to_csv(test_data());
      let lines: Vec<&str> = output.lines().collect();

      // Header
      assert_eq!(lines[0], "id,name,email,created_at");

      // Data row
      assert!(lines[1].contains("\"John Doe\""));
  }

  #[test]
  fn test_csv_handles_special_characters() {
      let data = Data {
          name: "O'Brien, \"The Boss\"",
          description: "Contains, commas, and \"quotes\"",
      };

      let csv = export_to_csv(vec![data]);
      assert!(csv.contains("\"O'Brien, \"\"The Boss\"\"\""));
  }

  #[test]
  fn test_csv_file_write_error_handling() {
      let result = export_to_file("/invalid/path/file.csv");
      assert!(result.is_err());
      assert!(result.unwrap_err().to_string().contains("permission denied"));
  }
  ```

  **Verify tests FAIL:**
  ```bash
  ${TEST_CMD}  # All new tests should fail (RED phase)
  ```

  ## STEP 4: IMPLEMENT FEATURE (GREEN PHASE)

  **Write minimal code to make tests pass:**

  1. Add command-line flag (if CLI feature)
  2. Implement core logic
  3. Add error handling
  4. Add documentation comments

  **Run tests iteratively:**
  ```bash
  ${TEST_CMD}  # Should see tests gradually turn green
  ```

  ## STEP 5: REFACTOR PHASE

  **Once all tests pass, refactor:**
  - Extract helper functions
  - Remove duplication
  - Improve naming
  - Add documentation
  - Check complexity with `pmat complexity`

  **Verify no regressions:**
  ```bash
  ${TEST_CMD}        # All tests still pass
  ${BUILD_CMD}       # Clean build
  cargo clippy       # No warnings
  ```

  ## STEP 6: DOCUMENTATION

  **Update documentation to match implementation:**
  - [ ] Update README.md with new feature
  - [ ] Add code examples
  - [ ] Update CLI help text
  - [ ] Add entry to CHANGELOG.md

  **Verify documentation accuracy:**
  ```bash
  pmat validate-readme --targets README.md --deep-context deep_context.md
  ```

  ## STEP 7: VERIFY ACCEPTANCE CRITERIA

  **Go through original issue checklist:**
  - Re-read each acceptance criterion
  - Verify test coverage for each
  - Test manually if needed
  - Update issue with progress

  **Update GitHub issue:**
  ```bash
  gh issue comment ${ISSUE_NUMBER} --body "Implementation complete. All acceptance criteria met:
  - ✅ Add --format csv flag to export command
  - ✅ CSV output includes all required fields
  - ✅ CSV follows RFC 4180 format
  - ✅ Handle special characters
  - ✅ Add error handling
  - ✅ Update documentation

  Tests added: tests/github_issue_${ISSUE_NUMBER}_tests.rs
  Coverage: 95%"
  ```

  ## STEP 8: CREATE PULL REQUEST

  **Commit changes with proper message:**
  ```bash
  git add .
  git commit -m "$(cat <<'EOF'
  feat: Add CSV export format (fixes #${ISSUE_NUMBER})

  Implements GitHub issue #${ISSUE_NUMBER}

  Changes:
  - Add --format csv flag to export command
  - Implement RFC 4180 compliant CSV output
  - Handle special characters (quotes, commas)
  - Add error handling for file operations
  - Update documentation

  Tests: tests/github_issue_${ISSUE_NUMBER}_tests.rs
  Coverage: 95%

  Closes #${ISSUE_NUMBER}

  🤖 Generated with [Claude Code](https://claude.com/claude-code)

  Co-Authored-By: Claude <noreply@anthropic.com>
  EOF
  )"
  ```

  **Create pull request:**
  ```bash
  gh pr create \
    --title "feat: Add CSV export format" \
    --body "$(cat <<'EOF'
  Fixes #${ISSUE_NUMBER}

  ## Summary
  - Implements CSV export format with --format csv flag
  - Follows RFC 4180 standard
  - Handles edge cases (special characters, errors)

  ## Acceptance Criteria
  - ✅ Add --format csv flag to export command
  - ✅ CSV output includes all required fields
  - ✅ CSV follows RFC 4180 format
  - ✅ Handle special characters (quotes, commas)
  - ✅ Add error handling for file write failures
  - ✅ Update documentation

  ## Test Plan
  - Unit tests: tests/github_issue_${ISSUE_NUMBER}_tests.rs
  - Integration tests: All passing
  - Manual testing: Verified with sample data

  ## Checklist
  - [x] Tests written (RED phase)
  - [x] Implementation complete (GREEN phase)
  - [x] Code refactored
  - [x] Documentation updated
  - [x] No regressions (all existing tests pass)
  - [x] Clippy warnings fixed
  - [x] Acceptance criteria verified

  🤖 Generated with [Claude Code](https://claude.com/claude-code)
  EOF
  )" \
    --assignee @me
  ```

  ## STEP 9: QUALITY GATES

  **Before marking issue as complete:**
  ```bash
  # Run full test suite
  make test-fast

  # Check code quality
  cargo clippy -- -D warnings

  # Verify coverage
  make coverage

  # Check complexity
  pmat complexity src/

  # Repository health
  pmat repo-score .

  # Documentation accuracy
  pmat validate-readme
  ```

  ## STEP 10: CLOSE ISSUE

  **Issue will auto-close when PR merges if using "Closes #NNN" in commit/PR**

  **Or manually close with summary:**
  ```bash
  gh issue close ${ISSUE_NUMBER} --comment "Implemented in PR #XXX. All acceptance criteria met."
  ```

  ## WORKFLOW SUMMARY

  1. **Fetch**: `gh issue view ${ISSUE_URL}`
  2. **Analyze**: Extract acceptance criteria
  3. **RED**: Write failing tests
  4. **GREEN**: Implement feature
  5. **REFACTOR**: Clean up code
  6. **Document**: Update README, help text
  7. **Verify**: Check all acceptance criteria
  8. **Commit**: Proper message with issue reference
  9. **PR**: Link to issue, summarize changes
  10. **Quality**: All gates pass before merge

  ## TOYOTA WAY PRINCIPLES

  - **Jidoka (Built-in Quality)**: Tests prove acceptance criteria met
  - **Andon Cord**: Stop if acceptance criteria unclear
  - **Genchi Genbutsu (Go & See)**: Read actual GitHub issue
  - **Kaizen**: Document lessons learned in PR description
  - **Zero Defects**: All existing tests must still pass

  ## COMMON PATTERNS

  ### Feature Request (Enhancement)
  - Focus on user value
  - Add examples to documentation
  - Consider backwards compatibility

  ### Bug Fix
  - Reproduce bug with failing test first
  - Fix until test passes
  - Add regression test
  - Document root cause

  ### Refactoring
  - Tests should still pass before and after
  - No functional changes
  - Improve code quality metrics

  ## TIPS

  - Use `gh issue list --assignee @me` to see your assigned issues
  - Use `gh pr status` to check PR status
  - Link PRs to issues with "Closes #NNN" or "Fixes #NNN"
  - Update issue comments with progress
  - Ask for clarification if acceptance criteria unclear

  ## ERROR HANDLING

  **If issue is unclear:**
  ```bash
  gh issue comment ${ISSUE_NUMBER} --body "Could you clarify the acceptance criteria for this feature? Specifically:
  1. Should the CSV include headers?
  2. What encoding should be used (UTF-8)?
  3. Should empty fields be quoted?"
  ```

  **If implementation blocked:**
  ```bash
  gh issue comment ${ISSUE_NUMBER} --body "Blocked: Cannot proceed because...
  - Dependency X needs to be updated first
  - Waiting for API documentation
  - Requires design decision on Y"
  ```

  This systematic approach ensures every GitHub issue is implemented with:
  - Full test coverage
  - Verified acceptance criteria
  - Quality documentation
  - Zero regressions
methodology: EXTREME TDD + GitHub Issue-Driven Development
constraints:
- must reference GitHub issue URL
- all acceptance criteria must be met
- tests written first (RED phase)
- zero regressions
heuristics:
- fetch issue details using gh CLI
- parse acceptance criteria from issue body
- create failing tests for each criterion
- implement until tests pass
- verify no regressions
toyota_way_principles:
  andon_cord: stop_if_criteria_unclear
  genchi_genbutsu: read_actual_issue
  kaizen: document_lessons_learned
  zero_defects: no_regressions
  jidoka: tests_prove_acceptance_criteria