Strategies for decomposing complex tasks into parallelizable units, designing dependency graphs, writing effective task descriptions, and monitoring workload across agent teams.
When to Use This Skill
- Breaking down a complex task for parallel execution
- Designing task dependency relationships (blockedBy/blocks)
- Writing task descriptions with clear acceptance criteria
- Monitoring and rebalancing workload across teammates
- Identifying the critical path in a multi-task workflow
Task Decomposition Strategies
By Layer
Split work by architectural layer:
- Frontend components
- Backend API endpoints
- Database migrations/models
- Test suites
Best for: Full-stack features, vertical slices.
Caveat: "By Layer" is a form of problem-centric decomposition (planner / coder / tester roles in disguise). It works when the layers genuinely have isolable contexts; it fails when teammates end up handing context back and forth at every layer boundary. Default to By File Ownership or By Component when context can be cleanly partitioned. Use "By Layer" only when context isolation per layer is real, not aspirational. Reference: docs/references/agent-teams-best-practices.md § When to use a team.
By Component
Split work by functional component:
- Authentication module
- User profile module
- Notification module
Best for: Microservices, modular architectures
By Concern
Split work by cross-cutting concern:
- Security review
- Performance review
- Architecture review
Best for: Code reviews, audits
By File Ownership
Split work by file/directory boundaries:
src/components/-- Implementer 1src/api/-- Implementer 2src/utils/-- Implementer 3
Best for: Parallel implementation, conflict avoidance
Dependency Graph Design
Principles
- Minimize chain depth -- Prefer wide, shallow graphs over deep chains
- Identify the critical path -- The longest chain determines minimum completion time
- Use blockedBy sparingly -- Only add dependencies that are truly required
- Avoid circular dependencies -- Task A blocks B blocks A is a deadlock
Patterns
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 --+
Using blockedBy/blocks
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
Task Description Best Practices
Every task should include:
- Objective -- What needs to be accomplished (1-2 sentences)
- Owned Files -- Explicit list of files/directories this teammate may modify (load-bearing: the team-lead Prime Directive mandates this in every spawn prompt)
- Requirements -- Specific deliverables or behaviors expected
- Interface Contracts -- How this work connects to other teammates' work
- Output Path (for artifact-producing tasks) -- Where the teammate must write its final report or deliverable. Required for reviewer / debugger / researcher roles; omitted only when the teammate edits code directly with no separate report.
- Acceptance Criteria -- How to verify the task is done correctly
- Scope Boundaries -- What is explicitly out of scope
- Completion Protocol -- For example: "When done, call
TaskUpdate(completed)BEFORE messaging the lead." Tasks left inin_progressblock dependent work.
Template
## 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
Workload Monitoring
Indicators of Imbalance
| 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 |
Rebalancing Steps
- Call
TaskListto assess current state - Identify idle or overloaded teammates
- Use
TaskUpdateto reassign tasks - Use
SendMessageto notify affected teammates - Monitor for improved throughput
Quality Gates via Hooks
To enforce rules at task-level boundaries without babysitting, wire the native team hooks:
TaskCreated-- exit code 2 blocks task creation. Use to enforce that every task description includes ownership and acceptance criteria.TaskCompleted-- exit code 2 blocks completion. Use to gate lint / type-check / test before a task closes.TeammateIdle-- exit code 2 returns the teammate to work with feedback. Use when a teammate marks itself idle but the work is not actually finished.
Hooks turn "trust and hope" into "trust and verify" without inflating spawn prompts. Reference: docs/references/agent-teams-best-practices.md § Hooks for quality gates.