tdd-workflows-tdd-cycle
Use when working with tdd workflows tdd cycle
Best use case
tdd-workflows-tdd-cycle is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Use when working with tdd workflows tdd cycle
Teams using tdd-workflows-tdd-cycle should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/tdd-workflows-tdd-cycle/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How tdd-workflows-tdd-cycle Compares
| Feature / Agent | tdd-workflows-tdd-cycle | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Use when working with tdd workflows tdd cycle
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
## Use this skill when - Working on tdd workflows tdd cycle tasks or workflows - Needing guidance, best practices, or checklists for tdd workflows tdd cycle ## Do not use this skill when - The task is unrelated to tdd workflows tdd cycle - You need a different domain or tool outside this scope ## Instructions - Clarify goals, constraints, and required inputs. - Apply relevant best practices and validate outcomes. - Provide actionable steps and verification. - If detailed examples are required, open `resources/implementation-playbook.md`. Execute a comprehensive Test-Driven Development (TDD) workflow with strict red-green-refactor discipline: [Extended thinking: This workflow enforces test-first development through coordinated agent orchestration. Each phase of the TDD cycle is strictly enforced with fail-first verification, incremental implementation, and continuous refactoring. The workflow supports both single test and test suite approaches with configurable coverage thresholds.] ## Configuration ### Coverage Thresholds - Minimum line coverage: 80% - Minimum branch coverage: 75% - Critical path coverage: 100% ### Refactoring Triggers - Cyclomatic complexity > 10 - Method length > 20 lines - Class length > 200 lines - Duplicate code blocks > 3 lines ## Phase 1: Test Specification and Design ### 1. Requirements Analysis - Use Task tool with subagent_type="comprehensive-review::architect-review" - Prompt: "Analyze requirements for: $ARGUMENTS. Define acceptance criteria, identify edge cases, and create test scenarios. Output a comprehensive test specification." - Output: Test specification, acceptance criteria, edge case matrix - Validation: Ensure all requirements have corresponding test scenarios ### 2. Test Architecture Design - Use Task tool with subagent_type="unit-testing::test-automator" - Prompt: "Design test architecture for: $ARGUMENTS based on test specification. Define test structure, fixtures, mocks, and test data strategy. Ensure testability and maintainability." - Output: Test architecture, fixture design, mock strategy - Validation: Architecture supports isolated, fast, reliable tests ## Phase 2: RED - Write Failing Tests ### 3. Write Unit Tests (Failing) - Use Task tool with subagent_type="unit-testing::test-automator" - Prompt: "Write FAILING unit tests for: $ARGUMENTS. Tests must fail initially. Include edge cases, error scenarios, and happy paths. DO NOT implement production code." - Output: Failing unit tests, test documentation - **CRITICAL**: Verify all tests fail with expected error messages ### 4. Verify Test Failure - Use Task tool with subagent_type="tdd-workflows::code-reviewer" - Prompt: "Verify that all tests for: $ARGUMENTS are failing correctly. Ensure failures are for the right reasons (missing implementation, not test errors). Confirm no false positives." - Output: Test failure verification report - **GATE**: Do not proceed until all tests fail appropriately ## Phase 3: GREEN - Make Tests Pass ### 5. Minimal Implementation - Use Task tool with subagent_type="backend-development::backend-architect" - Prompt: "Implement MINIMAL code to make tests pass for: $ARGUMENTS. Focus only on making tests green. Do not add extra features or optimizations. Keep it simple." - Output: Minimal working implementation - Constraint: No code beyond what's needed to pass tests ### 6. Verify Test Success - Use Task tool with subagent_type="unit-testing::test-automator" - Prompt: "Run all tests for: $ARGUMENTS and verify they pass. Check test coverage metrics. Ensure no tests were accidentally broken." - Output: Test execution report, coverage metrics - **GATE**: All tests must pass before proceeding ## Phase 4: REFACTOR - Improve Code Quality ### 7. Code Refactoring - Use Task tool with subagent_type="tdd-workflows::code-reviewer" - Prompt: "Refactor implementation for: $ARGUMENTS while keeping tests green. Apply SOLID principles, remove duplication, improve naming, and optimize performance. Run tests after each refactoring." - Output: Refactored code, refactoring report - Constraint: Tests must remain green throughout ### 8. Test Refactoring - Use Task tool with subagent_type="unit-testing::test-automator" - Prompt: "Refactor tests for: $ARGUMENTS. Remove test duplication, improve test names, extract common fixtures, and enhance test readability. Ensure tests still provide same coverage." - Output: Refactored tests, improved test structure - Validation: Coverage metrics unchanged or improved ## Phase 5: Integration and System Tests ### 9. Write Integration Tests (Failing First) - Use Task tool with subagent_type="unit-testing::test-automator" - Prompt: "Write FAILING integration tests for: $ARGUMENTS. Test component interactions, API contracts, and data flow. Tests must fail initially." - Output: Failing integration tests - Validation: Tests fail due to missing integration logic ### 10. Implement Integration - Use Task tool with subagent_type="backend-development::backend-architect" - Prompt: "Implement integration code for: $ARGUMENTS to make integration tests pass. Focus on component interaction and data flow." - Output: Integration implementation - Validation: All integration tests pass ## Phase 6: Continuous Improvement Cycle ### 11. Performance and Edge Case Tests - Use Task tool with subagent_type="unit-testing::test-automator" - Prompt: "Add performance tests and additional edge case tests for: $ARGUMENTS. Include stress tests, boundary tests, and error recovery tests." - Output: Extended test suite - Metric: Increased test coverage and scenario coverage ### 12. Final Code Review - Use Task tool with subagent_type="comprehensive-review::architect-review" - Prompt: "Perform comprehensive review of: $ARGUMENTS. Verify TDD process was followed, check code quality, test quality, and coverage. Suggest improvements." - Output: Review report, improvement suggestions - Action: Implement critical suggestions while maintaining green tests ## Incremental Development Mode For test-by-test development: 1. Write ONE failing test 2. Make ONLY that test pass 3. Refactor if needed 4. Repeat for next test Use this approach by adding `--incremental` flag to focus on one test at a time. ## Test Suite Mode For comprehensive test suite development: 1. Write ALL tests for a feature/module (failing) 2. Implement code to pass ALL tests 3. Refactor entire module 4. Add integration tests Use this approach by adding `--suite` flag for batch test development. ## Validation Checkpoints ### RED Phase Validation - [ ] All tests written before implementation - [ ] All tests fail with meaningful error messages - [ ] Test failures are due to missing implementation - [ ] No test passes accidentally ### GREEN Phase Validation - [ ] All tests pass - [ ] No extra code beyond test requirements - [ ] Coverage meets minimum thresholds - [ ] No test was modified to make it pass ### REFACTOR Phase Validation - [ ] All tests still pass after refactoring - [ ] Code complexity reduced - [ ] Duplication eliminated - [ ] Performance improved or maintained - [ ] Test readability improved ## Coverage Reports Generate coverage reports after each phase: - Line coverage - Branch coverage - Function coverage - Statement coverage ## Failure Recovery If TDD discipline is broken: 1. **STOP** immediately 2. Identify which phase was violated 3. Rollback to last valid state 4. Resume from correct phase 5. Document lesson learned ## TDD Metrics Tracking Track and report: - Time in each phase (Red/Green/Refactor) - Number of test-implementation cycles - Coverage progression - Refactoring frequency - Defect escape rate ## Anti-Patterns to Avoid - Writing implementation before tests - Writing tests that already pass - Skipping the refactor phase - Writing multiple features without tests - Modifying tests to make them pass - Ignoring failing tests - Writing tests after implementation ## Success Criteria - 100% of code written test-first - All tests pass continuously - Coverage exceeds thresholds - Code complexity within limits - Zero defects in covered code - Clear test documentation - Fast test execution (< 5 seconds for unit tests) ## Notes - Enforce strict RED-GREEN-REFACTOR discipline - Each phase must be completed before moving to next - Tests are the specification - If a test is hard to write, the design needs improvement - Refactoring is NOT optional - Keep test execution fast - Tests should be independent and isolated TDD implementation for: $ARGUMENTS
Related Skills
map-workflows-guide
Comprehensive guide for choosing the right MAP workflow based on task type and requirements
smart-workflows
SmartACE (Agentic Context Engineering) workflow engine with MCP-B (Master Client Bridge) and AMUM-QCI-ETHIC module. Dual database architecture using DuckDB (analytics) + SurrealDB (graph). Uses Blender 5.0 (bpy) and UE5 Remote Control. Use when (1) MCP-B agent-to-agent communication (INQC protocol), (2) AMUM 3→6→9 progressive alignment, (3) QCI quantum coherence states, (4) ETHIC principles enforcement (Marcel/Anthropic/EU AI Act), (5) SurrealDB graph relationships, (6) DuckDB SQL workflows, (7) ML inference with infera/vss, (8) Blender 5.0 headless processing, (9) UE5 scene control, (10) DuckLake time travel.
airflow-workflows
Apache Airflow DAG design, operators, and scheduling best practices.
adaptive-workflows
Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal knowledge base. Use to learn from experience and optimize your LLM workflows over time.
workflows-expert
Activate when requests involve workflow execution, CI/CD pipelines, git automation, or multi-step task orchestration. This skill provides workflows-mcp MCP server integration with tag-based workflow discovery, DAG-based execution, and variable syntax expertise. Trigger on phrases like "run workflow", "execute workflow", "orchestrate tasks", "automate CI/CD", or "workflow information".
interactor-workflows
Build state-machine based automation with human-in-the-loop support through Interactor. Use when implementing approval flows, multi-step processes, automated pipelines, or any workflow requiring user input at specific stages.
integration-workflows
Cross-MCP workflows that coordinate multiple systems (Linear, GitHub, n8n, Slack) for end-to-end automation. Captures patterns that span tool boundaries.
git-pr-workflows-pr-enhance
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu
git-pr-workflows-onboard
You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You
git-pr-workflows-git-workflow
Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g
git-advanced-workflows
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.
bio-workflows-atacseq-pipeline
End-to-end ATAC-seq workflow from FASTQ files to differential accessibility and TF footprinting. Covers alignment, peak calling with MACS3, QC metrics, and optional TOBIAS footprinting. Use when running end-to-end ATAC-seq analysis from FASTQ to differential accessibility.