dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
What this skill does
# Dispatching Parallel Agents
## Overview
When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequentially wastes time. Each investigation is independent and can happen in parallel.
**Core principle:** Dispatch one agent per independent problem domain. Let them work concurrently.
## When to Use
```dot
digraph when_to_use {
"Multiple failures?" [shape=diamond];
"Are they independent?" [shape=diamond];
"Single agent investigates all" [shape=box];
"One agent per problem domain" [shape=box];
"Can they work in parallel?" [shape=diamond];
"Sequential agents" [shape=box];
"Parallel dispatch" [shape=box];
"Multiple failures?" -> "Are they independent?" [label="yes"];
"Are they independent?" -> "Single agent investigates all" [label="no - related"];
"Are they independent?" -> "Can they work in parallel?" [label="yes"];
"Can they work in parallel?" -> "Parallel dispatch" [label="yes"];
"Can they work in parallel?" -> "Sequential agents" [label="no - shared state"];
}
```
**Use when:**
- 3+ test files failing with different root causes
- Multiple subsystems broken independently
- Each problem can be understood without context from others
- No shared state between investigations
**Don't use when:**
- Failures are related (fix one might fix others)
- Need to understand full system state
- Agents would interfere with each other
## The Pattern
### 1. Identify Independent Domains
Group failures by what's broken:
- File A tests: Tool approval flow
- File B tests: Batch completion behavior
- File C tests: Abort functionality
Each domain is independent - fixing tool approval doesn't affect abort tests.
### 2. Create Focused Agent Tasks
Each agent gets:
- **Specific scope:** One test file or subsystem
- **Clear goal:** Make these tests pass
- **Constraints:** Don't change other code
- **Expected output:** Summary of what you found and fixed
### 3. Dispatch in Parallel
**CRITICAL:** All Task calls must be in a **single message** to run in parallel.
```
// Use the Task tool with these parameters:
Task 1:
description: "Fix abort test failures"
prompt: "Fix the 3 failing tests in agent-tool-abort.test.ts..."
subagent_type: "general-purpose"
Task 2:
description: "Fix batch completion failures"
prompt: "Fix the 2 failing tests in batch-completion-behavior.test.ts..."
subagent_type: "general-purpose"
Task 3:
description: "Fix race condition failures"
prompt: "Fix the failing test in tool-approval-race-conditions.test.ts..."
subagent_type: "general-purpose"
// All three in ONE message = parallel execution
```
**Available subagent_type options:**
- `general-purpose` - For most tasks (searching, coding, multi-step work)
- `Bash` - For command execution tasks
- `Explore` - For codebase exploration (specify thoroughness: "quick", "medium", "very thorough")
- `Plan` - For designing implementation plans
- Custom agents from `agents/` directory (e.g., your defined agents)
**Using Explore for parallel codebase analysis:**
```
Task 1:
description: "Find auth implementation"
prompt: "Find how authentication is implemented. Thoroughness: medium"
subagent_type: "Explore"
Task 2:
description: "Find API endpoints"
prompt: "Find all API endpoint definitions. Thoroughness: quick"
subagent_type: "Explore"
Task 3:
description: "Find database models"
prompt: "Find all database model definitions. Thoroughness: medium"
subagent_type: "Explore"
```
### 4. Review and Integrate
When agents return:
- Read each summary
- Verify fixes don't conflict
- Run full test suite
- Integrate all changes
## Agent Prompt Structure
Good agent prompts are:
1. **Focused** - One clear problem domain
2. **Self-contained** - All context needed to understand the problem
3. **Specific about output** - What should the agent return?
```markdown
Fix the 3 failing tests in src/agents/agent-tool-abort.test.ts:
1. "should abort tool with partial output capture" - expects 'interrupted at' in message
2. "should handle mixed completed and aborted tools" - fast tool aborted instead of completed
3. "should properly track pendingToolCount" - expects 3 results but gets 0
These are timing/race condition issues. Your task:
1. Read the test file and understand what each test verifies
2. Identify root cause - timing issues or actual bugs?
3. Fix by:
- Replacing arbitrary timeouts with event-based waiting
- Fixing bugs in abort implementation if found
- Adjusting test expectations if testing changed behavior
Do NOT just increase timeouts - find the real issue.
Return: Summary of what you found and what you fixed.
```
## Common Mistakes
**❌ Too broad:** "Fix all the tests" - agent gets lost
**✅ Specific:** "Fix agent-tool-abort.test.ts" - focused scope
**❌ No context:** "Fix the race condition" - agent doesn't know where
**✅ Context:** Paste the error messages and test names
**❌ No constraints:** Agent might refactor everything
**✅ Constraints:** "Do NOT change production code" or "Fix tests only"
**❌ Vague output:** "Fix it" - you don't know what changed
**✅ Specific:** "Return summary of root cause and changes"
## When NOT to Use
**Related failures:** Fixing one might fix others - investigate together first
**Need full context:** Understanding requires seeing entire system
**Exploratory debugging:** You don't know what's broken yet
**Shared state:** Agents would interfere (editing same files, using same resources)
## Real Example from Session
**Scenario:** 6 test failures across 3 files after major refactoring
**Failures:**
- agent-tool-abort.test.ts: 3 failures (timing issues)
- batch-completion-behavior.test.ts: 2 failures (tools not executing)
- tool-approval-race-conditions.test.ts: 1 failure (execution count = 0)
**Decision:** Independent domains - abort logic separate from batch completion separate from race conditions
**Dispatch:**
```
Agent 1 → Fix agent-tool-abort.test.ts
Agent 2 → Fix batch-completion-behavior.test.ts
Agent 3 → Fix tool-approval-race-conditions.test.ts
```
**Results:**
- Agent 1: Replaced timeouts with event-based waiting
- Agent 2: Fixed event structure bug (threadId in wrong place)
- Agent 3: Added wait for async tool execution to complete
**Integration:** All fixes independent, no conflicts, full suite green
**Time saved:** 3 problems solved in parallel vs sequentially
## Key Benefits
1. **Parallelization** - Multiple investigations happen simultaneously
2. **Focus** - Each agent has narrow scope, less context to track
3. **Independence** - Agents don't interfere with each other
4. **Speed** - 3 problems solved in time of 1
## Advanced Task Tool Features
### Background Execution
Run agents in background while you continue working:
```
Task:
description: "Run slow analysis"
prompt: "Analyze the entire codebase for..."
subagent_type: "general-purpose"
run_in_background: true
// Returns immediately with output_file path
// Use Read tool or `tail` to check progress later
```
### Agent Resumption
Resume a previous agent to continue its work:
```
Task:
description: "Continue previous analysis"
prompt: "Continue from where you left off..."
subagent_type: "general-purpose"
resume: "<agent-id-from-previous-run>"
// Agent continues with full previous context preserved
```
### Model Selection
Choose appropriate model for task complexity:
```
Task:
description: "Quick formatting check"
prompt: "Check if files follow naming convention..."
subagent_type: "general-purpose"
model: "haiku" // Fast, low-cost for simple tasks
Task:
description: "Complex architecture analysis"
prompt: "Design the migration strategy..."
subagent_type: "general-purpose"
model: "opus" // Most capable for complex reasoning
```
### Using Custom Agents
Define agents in `agents/` directory, then use them:
```
Task:
description: "Security review"
prompt: "[plan content]"
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