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task-coordination-strategies

Organize complex work for a team of AI agents by splitting tasks, defining dependencies, and documenting ownership and completion criteria. Provides strategies for tracking progress, spotting blockers, and redistributing work when workloads become uneven.

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Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.

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Good for

  • Splitting complex work among multiple AI agents
  • Mapping dependencies and execution order
  • Defining file ownership and acceptance criteria
  • Rebalancing work when agents are idle or overloaded

Files included (3)

  • SKILL.md4.6 KB
  • references/dependency-graphs.md2.6 KB
  • references/task-decomposition.md2.7 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Task Coordination Strategies

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

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 1
  • src/api/ — Implementer 2
  • src/utils/ — Implementer 3

Best for: Parallel implementation, conflict avoidance

Dependency Graph Design

Principles

  1. Minimize chain depth — Prefer wide, shallow graphs over deep chains
  2. Identify the critical path — The longest chain determines minimum completion time
  3. Use blockedBy sparingly — Only add dependencies that are truly required
  4. 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:

  1. Objective — What needs to be accomplished (1-2 sentences)
  2. Owned Files — Explicit list of files/directories this teammate may modify
  3. Requirements — Specific deliverables or behaviors expected
  4. Interface Contracts — How this work connects to other teammates' work
  5. Acceptance Criteria — How to verify the task is done correctly
  6. Scope Boundaries — What is explicitly out of scope

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

SignalMeaningAction
Teammate idle, others busyUneven distributionReassign pending tasks
Teammate stuck on one taskPossible blockerCheck in, offer help
All tasks blockedDependency issueResolve critical path first
One teammate has 3x othersOverloadedSplit tasks or reassign

Rebalancing Steps

  1. Call TaskList to assess current state
  2. Identify idle or overloaded teammates
  3. Use TaskUpdate to reassign tasks
  4. Use SendMessage to notify affected teammates
  5. Monitor for improved throughput

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