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    Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing...

    SKILL.md

    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

    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

    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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