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Project Workflow
Guiding Principles
- The Plan is the Source of Truth: All work must be tracked in
plan.md - The Tech Stack is Deliberate: Changes to the tech stack must be documented in
tech-stack.mdbefore implementation - Test-Driven Development: Write unit tests before implementing functionality
- High Code Coverage: Aim for >80% code coverage for all modules
- User Experience First: Every decision should prioritize user experience
- Non-Interactive & CI-Aware: Prefer non-interactive commands. Use
CI=truefor watch-mode tools (tests, linters) to ensure single execution.
Task Workflow
All tasks follow a strict lifecycle:
Standard Task Workflow
-
Select Task: Choose the next available task from
plan.mdin sequential order -
Mark In Progress: Before beginning work, edit
plan.mdand change the task from[ ]to[~] -
Write Failing Tests (Red Phase):
- Create a new test file for the feature or bug fix.
- Write one or more unit tests that clearly define the expected behavior and acceptance criteria for the task.
- CRITICAL: Run the tests and confirm that they fail as expected. This is the "Red" phase of TDD. Do not proceed until you have failing tests.
-
Implement to Pass Tests (Green Phase):
- Write the minimum amount of application code necessary to make the failing tests pass.
- Run the test suite again and confirm that all tests now pass. This is the "Green" phase.
-
Refactor (Optional but Recommended):
- With the safety of passing tests, refactor the implementation code and the test code to improve clarity, remove duplication, and enhance performance without changing the external behavior.
- Rerun tests to ensure they still pass after refactoring.
-
Verify Coverage: Run coverage reports using the project's chosen tools. For example, in a Python project, this might look like:
pytest --cov=app --cov-report=htmlTarget: >80% coverage for new code. The specific tools and commands will vary by language and framework.
-
Document Deviations: If implementation differs from tech stack:
- STOP implementation
- Update
tech-stack.mdwith new design - Add dated note explaining the change
- Resume implementation
-
Commit Code Changes:
- Stage all code changes related to the task.
- Propose a clear, concise commit message e.g,
feat(ui): Create basic HTML structure for calculator. - Perform the commit.
-
Attach Task Summary with Git Notes:
- Step 9.1: Get Commit Hash: Obtain the hash of the just-completed commit (
git log -1 --format="%H"). - Step 9.2: Draft Note Content: Create a detailed summary for the completed task. This should include the task name, a summary of changes, a list of all created/modified files, and the core "why" for the change.
- Step 9.3: Attach Note: Use the
git notescommand to attach the summary to the commit.# The note content from the previous step is passed via the -m flag. git notes add -m "<note content>" <commit_hash>
- Step 9.1: Get Commit Hash: Obtain the hash of the just-completed commit (
-
Get and Record Task Commit SHA:
- Step 10.1: Update Plan: Read
plan.md, find the line for the completed task, update its status from[~]to[x], and append the first 7 characters of the just-completed commit's commit hash. - Step 10.2: Write Plan: Write the updated content back to
plan.md.
- Step 10.1: Update Plan: Read
-
Commit Plan Update:
- Action: Stage the modified
plan.mdfile. - Action: Commit this change with a descriptive message (e.g.,
conductor(plan): Mark task 'Create user model' as complete).
- Action: Stage the modified
Phase Completion Verification and Checkpointing Protocol
Trigger: This protocol is executed immediately after a task is completed that also concludes a phase in plan.md.
-
Announce Protocol Start: Inform the user that the phase is complete and the verification and checkpointing protocol has begun.
-
Ensure Test Coverage for Phase Changes:
- Step 2.1: Determine Phase Scope: To identify the files changed in this phase, you must first find the starting point. Read
plan.mdto find the Git commit SHA of the previous phase's checkpoint. If no previous checkpoint exists, the scope is all changes since the first commit. - Step 2.2: List Changed Files: Execute
git diff --name-only <previous_checkpoint_sha> HEADto get a precise list of all files modified during this phase. - Step 2.3: Verify and Create Tests: For each file in the list:
- CRITICAL: First, check its extension. Exclude non-code files (e.g.,
.json,.md,.yaml). - For each remaining code file, verify a corresponding test file exists.
- If a test file is missing, you must create one. Before writing the test, first, analyze other test files in the repository to determine the correct naming convention and testing style. The new tests must validate the functionality described in this phase's tasks (
plan.md).
- CRITICAL: First, check its extension. Exclude non-code files (e.g.,
- Step 2.1: Determine Phase Scope: To identify the files changed in this phase, you must first find the starting point. Read
-
Execute Automated Tests with Proactive Debugging:
- Before execution, you must announce the exact shell command you will use to run the tests.
- Example Announcement: "I will now run the automated test suite to verify the phase. Command:
CI=true npm test" - Execute the announced command.
- If tests fail, you must inform the user and begin debugging. You may attempt to propose a fix a maximum of two times. If the tests still fail after your second proposed fix, you must stop, report the persistent failure, and ask the user for guidance.
-
Propose a Detailed, Actionable Manual Verification Plan:
-
CRITICAL: To generate the plan, first analyze
product.md,product-guidelines.md, andplan.mdto determine the user-facing goals of the completed phase. -
You must generate a step-by-step plan that walks the user through the verification process, including any necessary commands and specific, expected outcomes.
-
The plan you present to the user must follow this format:
For a Frontend Change:
The automated tests have passed. For manual verification, please follow these steps: **Manual Verification Steps:** 1. **Start the development server with the command:** `npm run dev` 2. **Open your browser to:** `http://localhost:3000` 3. **Confirm that you see:** The new user profile page, with the user's name and email displayed correctly.For a Backend Change:
The automated tests have passed. For manual verification, please follow these steps: **Manual Verification Steps:** 1. **Ensure the server is running.** 2. **Execute the following command in your terminal:** `curl -X POST http://localhost:8080/api/v1/users -d '{"name": "test"}'` 3. **Confirm that you receive:** A JSON response with a status of `201 Created`.
-
-
Await Explicit User Feedback:
- After presenting the detailed plan, ask the user for confirmation: "Does this meet your expectations? Please confirm with yes or provide feedback on what needs to be changed."
- PAUSE and await the user's response. Do not proceed without an explicit yes or confirmation.
-
Create Checkpoint Commit:
- Stage all changes. If no changes occurred in this step, proceed with an empty commit.
- Perform the commit with a clear and concise message (e.g.,
conductor(checkpoint): Checkpoint end of Phase X).
-
Attach Auditable Verification Report using Git Notes:
- Step 8.1: Draft Note Content: Create a detailed verification report including the automated test command, the manual verification steps, and the user's confirmation.
- Step 8.2: Attach Note: Use the
git notescommand and the full commit hash from the previous step to attach the full report to the checkpoint commit.
-
Get and Record Phase Checkpoint SHA:
- Step 7.1: Get Commit Hash: Obtain the hash of the just-created checkpoint commit (
git log -1 --format="%H"). - Step 7.2: Update Plan: Read
plan.md, find the heading for the completed phase, and append the first 7 characters of the commit hash in the format[checkpoint: <sha>]. - Step 7.3: Write Plan: Write the updated content back to
plan.md.
- Step 7.1: Get Commit Hash: Obtain the hash of the just-created checkpoint commit (
-
Commit Plan Update:
- Action: Stage the modified
plan.mdfile. - Action: Commit this change with a descriptive message following the format
conductor(plan): Mark phase '<PHASE NAME>' as complete.
- Action: Stage the modified
-
Announce Completion: Inform the user that the phase is complete and the checkpoint has been created, with the detailed verification report attached as a git note.
Quality Gates
Before marking any task complete, verify:
- All tests pass
- Code coverage meets requirements (>80%)
- Code follows project's code style guidelines (as defined in
code_styleguides/) - All public functions/methods are documented (e.g., docstrings, JSDoc, GoDoc)
- Type safety is enforced (e.g., type hints, TypeScript types, Go types)
- No linting or static analysis errors (using the project's configured tools)
- Works correctly on mobile (if applicable)
- Documentation updated if needed
- No security vulnerabilities introduced
Development Commands
AI AGENT INSTRUCTION: This section should be adapted to the project's specific language, framework, and build tools.
Setup
# Example: Commands to set up the development environment (e.g., install dependencies, configure database)
# e.g., for a Node.js project: npm install
# e.g., for a Go project: go mod tidy
Daily Development
# Example: Commands for common daily tasks (e.g., start dev server, run tests, lint, format)
# e.g., for a Node.js project: npm run dev, npm test, npm run lint
# e.g., for a Go project: go run main.go, go test ./..., go fmt ./...
Before Committing
# Example: Commands to run all pre-commit checks (e.g., format, lint, type check, run tests)
# e.g., for a Node.js project: npm run check
# e.g., for a Go project: make check (if a Makefile exists)
Testing Requirements
Unit Testing
- Every module must have corresponding tests.
- Use appropriate test setup/teardown mechanisms (e.g., fixtures, beforeEach/afterEach).
- Mock external dependencies.
- Test both success and failure cases.
Integration Testing
- Test complete user flows
- Verify database transactions
- Test authentication and authorization
- Check form submissions
Mobile Testing
- Test on actual iPhone when possible
- Use Safari developer tools
- Test touch interactions
- Verify responsive layouts
- Check performance on 3G/4G
Code Review Process
Self-Review Checklist
Before requesting review:
-
Functionality
- Feature works as specified
- Edge cases handled
- Error messages are user-friendly
-
Code Quality
- Follows style guide
- DRY principle applied
- Clear variable/function names
- Appropriate comments
-
Testing
- Unit tests comprehensive
- Integration tests pass
- Coverage adequate (>80%)
-
Security
- No hardcoded secrets
- Input validation present
- SQL injection prevented
- XSS protection in place
-
Performance
- Database queries optimized
- Images optimized
- Caching implemented where needed
-
Mobile Experience
- Touch targets adequate (44x44px)
- Text readable without zooming
- Performance acceptable on mobile
- Interactions feel native
Commit Guidelines
Message Format
<type>(<scope>): <description>
[optional body]
[optional footer]
Types
feat: New featurefix: Bug fixdocs: Documentation onlystyle: Formatting, missing semicolons, etc.refactor: Code change that neither fixes a bug nor adds a featuretest: Adding missing testschore: Maintenance tasks
Examples
git commit -m "feat(auth): Add remember me functionality"
git commit -m "fix(posts): Correct excerpt generation for short posts"
git commit -m "test(comments): Add tests for emoji reaction limits"
git commit -m "style(mobile): Improve button touch targets"
Definition of Done
A task is complete when:
- All code implemented to specification
- Unit tests written and passing
- Code coverage meets project requirements
- Documentation complete (if applicable)
- Code passes all configured linting and static analysis checks
- Works beautifully on mobile (if applicable)
- Implementation notes added to
plan.md - Changes committed with proper message
- Git note with task summary attached to the commit
Emergency Procedures
Critical Bug in Production
- Create hotfix branch from main
- Write failing test for bug
- Implement minimal fix
- Test thoroughly including mobile
- Deploy immediately
- Document in plan.md
Data Loss
- Stop all write operations
- Restore from latest backup
- Verify data integrity
- Document incident
- Update backup procedures
Security Breach
- Rotate all secrets immediately
- Review access logs
- Patch vulnerability
- Notify affected users (if any)
- Document and update security procedures
Deployment Workflow
Pre-Deployment Checklist
- All tests passing
- Coverage >80%
- No linting errors
- Mobile testing complete
- Environment variables configured
- Database migrations ready
- Backup created
Deployment Steps
- Merge feature branch to main
- Tag release with version
- Push to deployment service
- Run database migrations
- Verify deployment
- Test critical paths
- Monitor for errors
Post-Deployment
- Monitor analytics
- Check error logs
- Gather user feedback
- Plan next iteration
Continuous Improvement
- Review workflow weekly
- Update based on pain points
- Document lessons learned
- Optimize for user happiness
- Keep things simple and maintainable