devloop.md - Development Loop Instructions for Claude

When the user types /workflow:dev, follow these instructions to execute an automated development loop.

Overview

Use zen to perform a codereview using gemini pro and use planner to generate a detailed plan, implement the fixes and do a final precommit check by continuing from the previous codereview. Check GitHub issues using the GitHub MCP and consider them during planning.

Execute a continuous development cycle that:

1. Ensures clean environment setup
2. Identifies and creates issues from test failures
3. Intelligently selects issues to work on
4. Implements solutions following TDD
5. Creates pull requests and monitors CI
6. Repeats until stopped or issues resolved

Step-by-Step Instructions

Phase 1: Environment Setup & Assessment

1. Ensure on main branch and sync

git switch main
git pull

2. Run the project's test suite

• Detect project type (check for manage.py, package.json, Cargo.toml, etc.)
• Run appropriate test command:
  • Django: python manage.py test
  • Node.js: npm test
  • Rust: cargo test
  • Python: pytest or python -m pytest
  • Go: go test ./...

3. Create GitHub issues for any test failures

• For each failing test, use github:create_issue with:
  • Title: "Test failure: {test_name}"
  • Body: Include error output, stack trace, and failure context
  • Labels: ["bug", "test-failure"]

4. List current repository issues

• Use github:list_issues with state=open
• Filter out issues that are blocked or need external input

Phase 2: Issue Selection Strategy

Select issues using this priority order:

1. Critical bugs: Issues labeled priority: critical or bug + high priority
2. Test failures: Issues just created from failing tests (highest priority)
3. Quick wins: Issues labeled good first issue or estimated < 1 hour
4. High-impact features: Issues with most reactions/comments
5. Technical debt: Oldest issues labeled technical-debt or refactor

Selection criteria (must meet ALL):

• Has clear acceptance criteria in description
• Not labeled blocked or waiting-for-input
• Not already assigned to someone else
• Can reasonably be completed in a single PR

If no suitable issues found:

• Run dependency audit (npm audit, pip-audit, cargo audit)
• Create issues for security vulnerabilities
• Run linting tools and create issues for violations

Phase 3: Implementation Loop

For the selected issue, repeat until CI passes:

5. Create feature branch

git switch -c fix/issue-{number}-{brief-description}

6. Gather implementation context

• ALWAYS use Context7 MCP to fetch current documentation for relevant libraries/frameworks before implementation
• Use context7:resolve-library-id followed by context7:get-library-docs for any tools mentioned
• Read issue description and any linked documentation
• Review related issues and PRs for context
• For package managers (uv, npm, bun, etc.): Always fetch current best practices via Context7 before suggesting commands

7. Implement solution using TDD

• RED: Write a failing test (if test doesn't already exist)
• GREEN: Write minimal code to make the test pass
• REFACTOR: Improve code quality while keeping tests green
• Follow language-specific best practices from Claude Code Guidelines

8. Commit changes

git add <files>
git commit -m "fix: resolve issue #{number} - {brief description}"

• Use conventional commit format
• Reference issue number in commit message

9. Push branch

git push origin fix/issue-{number}-{brief-description}

10. Create pull request

• Use github:create_pull_request with:
  • Title: "fix: resolve issue #{number} - {brief description}"
  • Body: "Fixes #{number}" plus description of changes
  • Include testing notes and any breaking changes

11. Monitor CI status

• Use GitHub MCP to check workflow status
• Wait for all checks to start and complete

12. Fix CI failures (if any)

• Use github:get_pull_request_status to check specific failures
• Analyze workflow logs to understand failures
• Implement fixes and push additional commits
• Repeat until all checks pass

Phase 4: Completion & Loop

13. Verify CI success

• Confirm all required checks are green
• Ensure no failing workflows remain

14. Close the issue

• Use github:update_issue to close with state closed
• Add comment referencing the closing PR

15. Return to Phase 1

• Go back to environment setup
• Continue the loop for the next issue

Configuration Options

Handle these command variations:

• /workflow:dev - Run continuous loop until stopped
• /workflow:dev --max-cycles 3 - Limit to 3 issue resolution cycles
• /workflow:dev --focus bug - Only work on issues labeled "bug"
• /workflow:dev --quick-wins - Only pick issues estimated < 30 minutes
• /workflow:dev --test-only - Only create issues for test failures; implementation handled separately
• /workflow:dev --dry-run - Explain what would be done without making changes

Error Handling

Issue too complex to complete:

• Add comment: "This issue requires more detailed analysis - skipping for now"
• Add label needs-investigation
• Skip to next issue in priority order

Persistent CI failures (3+ attempts):

• Create new issue titled "CI Pipeline Issue: {workflow_name} failing"
• Include workflow logs and error details
• Label as ci-infrastructure
• Skip current issue and continue with next

No issues available:

• Run automated maintenance tasks:
  • Dependency updates (npm update, pip install --upgrade, etc.)
  • Security audits and create issues for vulnerabilities
  • Code quality scans (linting) and create issues for violations
• If still no work, report completion and wait for new issues

Git/GitHub API errors:

• Retry operations up to 3 times
• If persistent, report error and pause loop
• Suggest manual intervention steps

Success Reporting

After each completed issue, report:

✅ Issue #{number} resolved successfully!

Branch: fix/issue-{number}-{description}
PR: #{pr_number} - {pr_title}
CI Status: ✅ All checks passing
Time: {duration}

Continuing to next issue...

Loop Termination

Stop the loop when:

• User interrupts the process
• --max-cycles limit reached
• No suitable issues remain after thorough search
• Critical error requires manual intervention

Provide final summary:

🏁 DevLoop completed!

📊 Summary:
- Issues resolved: {count}
- PRs created: {count}
- Tests added/fixed: {count}
- Total time: {duration}

📋 Recommendations:
- Review open PRs for merge
- Consider upgrading dependencies
- Add more test coverage for uncovered code

Integration Notes

Required tools:

• GitHub MCP for all GitHub operations
• Context7 MCP for documentation lookup (REQUIRED before any tool usage)
• Git command line access
• Project-specific testing tools
• Modern package managers: uv (Python), npm/bun (JavaScript), cargo (Rust)

Repository requirements:

• Clean git working directory (or only intended changes)
• GitHub Actions or other CI configured
• Issue templates and labels configured
• Branch protection requiring PR reviews

Best practices:

• Always use GitHub MCP's context toolset for repository awareness
• Follow TDD principles strictly - no production code without tests
• Keep commits small and focused
• Use conventional commit messages
• Reference issues in all commits and PRs