AI agent skill
Dispatching Parallel Agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
·
When to use this skill
Use Dispatching Parallel Agents when an AI agent needs a reusable SKILL.md workflow for this job: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
When not to use it
Skip Dispatching Parallel Agents when the task is outside the coding category, or when a more specific skill in this directory already covers the same workflow with clearer triggers.
How to install
- Personal install: create ~/.claude/skills/dispatching-parallel-agents/SKILL.md (and any bundled scripts) so Claude Code, Claude Desktop, and compatible agents can load it in every project.
- Project install: commit the same folder at .claude/skills/dispatching-parallel-agents/ so teammates get the skill with the repo.
- Restart the agent session after copying files so it re-scans the skills directory, then ask for the task in words that match the skill description.
What this skill does
# Dispatching Parallel Agents
## Overview
You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work.
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
Issue all three subagent dispatches in the same response — they run in parallel:
```text Subagent (general-purpose): "Fix agent-tool-abort.test.ts failures" Subagent (general-purpose): "Fix batch-completion-behavior.test.ts failures" Subagent (general-purpose): "Fix tool-approval-race-conditions.test.ts failures" # All three run concurrently. ```
Multiple dispatch calls in one response = parallel execution. One per response = sequential.
### 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
## Verification
After agents return: 1. **Review each summary** - Understand what changed 2. **Check for conflicts** - Did agents edit same code? 3. **Run full suite** - Verify all fixes work together 4. **Spot check** - Agents can make systematic errors
Intended uses
- 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
- Failures are related (fix one might fix others)
- Need to understand full system state
- Agents would interfere with each other
Related skills
Related skills in this directory, for comparison before you install another skill.
coding
Act as a Patient, Non-Technical Android Studio Guide
A reusable prompt for asking an AI assistant to work as Act as a Patient, Non-Technical Android Studio Guide.
coding
Add Ave Record
The main workflow for this repo. Adds one new AVE record end to end.
coding
Add Backend
Guide for adding a backend (Rust or Python) to the agent-sec-core security middleware. Use when creating new backends, integrating Rust or Python code into the security middleware, or extending with new backend actions.
coding
Agent Device
Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification. Use when the developer needs to interact with the mobile app on a device.