Feature Pipeline

Execute implementation tasks directly from design documents. Tasks are managed as markdown checkboxes - no separate session files needed.

Quick Reference

Get next task

python3 scripts/task_manager.py next --file

Mark task completed

python3 scripts/task_manager.py done --file --task "Task Title"

Mark task failed

python3 scripts/task_manager.py fail --file --task "Task Title" --reason "..."

Show status

python3 scripts/task_manager.py status --file

Task Format

Tasks are written as markdown checkboxes in the design document:

Implementation Tasks

• [ ] Create User model priority:1 phase:model
• files: src/models/user.py, tests/models/test_user.py
• [ ] User model has email and password_hash fields
• [ ] Email validation implemented

• [ ] Password hashing uses bcrypt

• [ ] Implement JWT utils priority:2 phase:model

• files: src/utils/jwt.py
• [ ] generate_token() creates valid JWT

• [ ] verify_token() validates JWT

• [ ] Create auth API priority:3 phase:api deps:Create User model,Implement JWT utils

• files: src/api/auth.py
• [ ] POST /register endpoint
• [ ] POST /login endpoint

See references/task-format.md for full format specification.

Execution Loop LOOP until no tasks remain: 1. GET next task (task_manager.py next) 2. READ task details (files, criteria) 3. IMPLEMENT the task 4. VERIFY acceptance criteria 5. UPDATE status (task_manager.py done/fail) 6. CONTINUE

Unattended Mode Rules NO stopping for questions NO asking for clarification Make autonomous decisions based on codebase patterns If blocked, mark as failed and continue Status Updates

Completed task:

• [x] Create User model priority:1 phase:model ✅
• files: src/models/user.py
• [x] User model has email field
• [x] Password hashing implemented

Failed task:

• [x] Create User model priority:1 phase:model ❌
• files: src/models/user.py
• [ ] User model has email field
• reason: Missing database configuration

Resume / Recovery

To resume interrupted work, simply run again with the same design file:

/feature-pipeline docs/designs/xxx.md

The task manager will find the first uncompleted task and continue from there.

Integration

This skill is typically triggered after /feature-analyzer completes:

User: /feature-analyzer implement user auth

Claude: [designs feature, generates task list] Design saved to docs/designs/2026-01-02-user-auth.md Ready to start implementation?

User: Yes / 开始实现

Claude: [executes tasks via feature-pipeline]