Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when bre
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Strategies for decomposing complex tasks into parallelizable units, designing dependency graphs, writing effective task descriptions, and monitoring workload across agent teams.
Split work by architectural layer:
Best for: Full-stack features, vertical slices
Split work by functional component:
Best for: Microservices, modular architectures
Split work by cross-cutting concern:
Best for: Code reviews, audits
Split work by file/directory boundaries:
src/components/ — Implementer 1src/api/ — Implementer 2src/utils/ — Implementer 3Best for: Parallel implementation, conflict avoidance
Independent (Best parallelism):
Task A ─┐
Task B ─┼─→ Integration
Task C ─┘
Sequential (Necessary dependencies):
Task A → Task B → Task C
Diamond (Mixed):
┌→ Task B ─┐
Task A ─┤ ├→ Task D
└→ Task C ─┘
TaskCreate: { subject: "Build API endpoints" } → Task #1
TaskCreate: { subject: "Build frontend components" } → Task #2
TaskCreate: { subject: "Integration testing" } → Task #3
TaskUpdate: { taskId: "3", addBlockedBy: ["1", "2"] } → #3 waits for #1 and #2
Every task should include:
## Objective
Build the user authentication API endpoints.
## Owned Files
- src/api/auth.ts
- src/api/middleware/auth-middleware.ts
- src/types/auth.ts (shared — read only, do not modify)
## Requirements
- POST /api/login — accepts email/password, returns JWT
- POST /api/register — creates new user, returns JWT
- GET /api/me — returns current user profile (requires auth)
## Interface Contract
- Import User type from src/types/auth.ts (owned by implementer-1)
- Export AuthResponse type for frontend consumption
## Acceptance Criteria
- All endpoints return proper HTTP status codes
- JWT tokens expire after 24 hours
- Passwords are hashed with bcrypt
## Out of Scope
- OAuth/social login
- Password reset flow
- Rate limiting
| Signal | Meaning | Action |
|---|---|---|
| Teammate idle, others busy | Uneven distribution | Reassign pending tasks |
| Teammate stuck on one task | Possible blocker | Check in, offer help |
| All tasks blocked | Dependency issue | Resolve critical path first |
| One teammate has 3x others | Overloaded | Split tasks or reassign |
TaskList to assess current stateTaskUpdate to reassign tasksSendMessage to notify affected teammates