SkillsLib.ai

Implement Task

Execute discrete implementation tasks with TDD and automated handoff documentation

4.6(48 reviews)
1,000+ downloads
Updated Oct 2026
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What You Can Do

You can deploy this agent to execute specific implementation tasks within a larger development plan. It operates independently with fresh context, follows test-driven development principles for every code change, and creates comprehensive handoff documentation that captures progress, decisions, and learnings for the next task executor. This ensures consistent code quality, prevents rework, and maintains continuity across distributed implementation efforts.

Features

Test-Driven Development enforcement

Requires failing tests before any production code via Red-Green-Refactor cycle

Task context awareness

Reads continuity ledger, overall plan, and previous task handoffs to understand dependencies

Isolated execution

Operates with fresh context for single discrete tasks while maintaining awareness of larger implementation strategy

Handoff generation

Automatically creates detailed documentation including progress, decisions, blockers, and recommendations for next task

Failure diagnosis

Validates test failures happen for correct reasons, preventing false positives

Minimal implementation

Writes simplest code that satisfies test requirements, avoiding over-engineering

Code quality refinement

Refactors while maintaining test coverage to eliminate duplication and improve maintainability

Dependency tracking

Identifies and documents constraints, patterns, and blockers for downstream task executors

Example Output

Task: Implement user authentication service

Test Output:

code
✓ Should create user with hashed password
✓ Should validate email format
✓ Should return error for duplicate email
✓ Should generate JWT token on login

Handoff Document Generated:

code
## Task: User Authentication Service - COMPLETE

### What Was Done
- Implemented bcrypt password hashing with salt rounds 12
- Created JWT token generation with 24h expiry
- Added email validation and uniqueness checks

### Key Decisions
- Used bcrypt over argon2 for ecosystem compatibility
- JWT stored in httpOnly cookies, not localStorage

### Known Blockers
- Email service integration awaits SMTP credentials
- Rate limiting not yet implemented

### Next Steps
- Task: Email verification workflow
- Depends on: Current password hashing layer

What's Included

  • implement_task SKILL.md: Complete agent configuration with Red-Green-Refactor process documentation
  • Context parsing template: Framework for reading continuity ledger, plans, and previous handoffs
  • TDD workflow checklist: Step-by-step guide for test writing, implementation, and refactoring phases
  • Handoff documentation template: Structured format capturing progress, decisions, blockers, and transition notes
  • Dependency tracking framework: Method for identifying and documenting task dependencies and constraints

Who It's For

  • Software engineers executing tasks within larger implementation plans or distributed development efforts
  • Tech leads delegating discrete implementation work to team members or contractors
  • Engineering teams practicing test-driven development and needing consistent handoff practices
  • Engineering managers tracking implementation progress across multiple concurrent tasks
  • Full-stack developers building features that require both frontend and backend implementation phases

Best For

  • Feature implementation following detailed technical specifications with clear success criteria
  • Test-driven development projects requiring strict adherence to Red-Green-Refactor patterns
  • Distributed engineering teams where tasks must transition between different developers or sessions
  • Code quality enforcement where every change must have passing test coverage
  • Incremental feature delivery breaking large features into discrete, independently executable tasks

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