task-execution-enginelisted

# Feature Pipeline Execute implementation tasks directly from design documents. Tasks are managed as markdown checkboxes - no separate session files needed. ## Quick Reference ```bash # Get next task python3 scripts/task_manager.py next --file <design.md> # Mark task completed python3 scripts/task_manager.py done --file <design.md> --task "Task Title" # Mark task failed python3 scripts/task_manager.py fail --file <design.md> --task "Task Title" --reason "..." # Show status python3 scripts/task_manager.py status --file <design.md> ``` ## Task Format Tasks are written as markdown checkboxes in the design document: ```markdown ## 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](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. IMPLEMEN