| name | parallel-subagents |
| description | Use when you have 2+ independent tasks to run concurrently without a formal plan. Triggers on "parallel research", "parallel subagents", "explore in parallel", "investigate multiple", "run tests in parallel". NOT for plan execution (use subagent-driven-development instead) |
Parallel Subagents
Orchestrate multiple subagents for ad-hoc parallel work: research, quick tasks, or test execution.
Core principle: One focused agent per topic, all dispatched in a single message, results synthesized after.
When to Use This Skill vs Others
Have a written plan? ──yes──> Use subagent-driven-development
│
no
│
▼
2+ independent tasks? ──no──> Sequential execution
│
yes
│
▼
Tasks share state? ──yes──> Sequential execution
│
no
│
▼
┌─────────────────────┐
│ parallel-subagents │
└─────────────────────┘
| Skill | Purpose | When to Use |
|---|
| parallel-subagents | Quick parallel dispatch for research, investigation, or running tests | Ad-hoc parallel tasks, no plan exists, gathering information |
| subagent-driven-development | Sequential implementation with two-stage review gates | Executing a written plan, task-by-task with spec + quality review |
| dispatching-parallel-agents | Debugging multiple independent failures | 3+ test failures in different files/subsystems |
Mode Selection
| Mode | Subagent Type | Model | Use When |
|---|
| Research | Explore | haiku | Investigating codebase, gathering info, understanding patterns |
| Quick tasks | general-purpose | sonnet | Small independent tasks, no formal review needed |
| Testing | general-purpose | haiku | Running test suites across packages |
The Pattern
1. Identify Independent Tasks
List what needs to happen. Verify independence:
- Can each complete without results from others? ✓
- No shared files being edited? ✓
- No sequential dependencies? ✓
2. Scope Each Task
Each agent gets:
- Specific focus: One topic/file/feature
- Clear deliverable: What to return
- Constraints: What NOT to explore/touch
Bad scope: "Investigate the codebase" (infinite)
Good scope: "Find how authentication middleware validates JWTs" (bounded)
3. Dispatch in Parallel
Critical: Single message, multiple Task tool calls!
All Task tool invocations must be in the same response to achieve true parallelism. Sequential messages = sequential execution.
4. Synthesize Results
After all agents return:
- Read each summary
- Identify patterns across findings
- Note conflicts or inconsistencies
- Create unified understanding
- Identify gaps for follow-up
Research Mode Template
Use Explore agents (haiku, read-only) for investigation:
Task tool:
subagent_type: Explore
model: haiku
description: "Research [topic]"
prompt: |
Investigate [specific topic] in this codebase.
Focus on:
- [Specific question 1]
- [Specific question 2]
Return:
- Key findings (files, patterns, conventions)
- Code examples with file:line references
- Gaps or areas needing deeper investigation
Quick Tasks Mode Template
Use general-purpose agents for small independent work:
Task tool:
subagent_type: general-purpose
model: sonnet
description: "Implement [task]"
prompt: |
[Task description]
This is a quick standalone task. Implement, test, commit.
Return: What you did, files changed, any issues.
Note: For tasks requiring spec compliance review and code quality review, use subagent-driven-development instead.
Testing Mode Template
Run tests across packages in parallel:
Task tool:
subagent_type: general-purpose
model: haiku
description: "Run [package] tests"
prompt: |
Run tests for [package/area].
Command: [test command]
Return: Pass/fail count, any failures with error messages.
Quick Reference
| Scenario | Action |
|---|
| "Research auth, db, and api patterns" | 3 Explore agents in parallel |
| "Run all test suites" | 1 agent per package in parallel |
| "Implement these 3 independent functions" | 3 general-purpose agents in parallel |
| "Execute this 5-step implementation plan" | Use subagent-driven-development |
| "Fix 4 failing test files" | Use dispatching-parallel-agents |
Red Flags
| Mistake | Why It's Wrong |
|---|
| Sequential dispatch | Using multiple messages instead of one defeats parallelism |
| Vague scope | "Look into the codebase" has no bounds - agents will explore forever |
| Dependent tasks | Task B needs Task A's result → must run sequentially |
| Overlapping edits | Multiple agents editing same files → merge conflicts |
| Skipping synthesis | Results come back but you move on without integrating findings |
| Using for plan execution | You have a plan → use subagent-driven-development |
Example: Parallel Research
User asks: "Research how auth, database, and API work in this codebase"
Dispatch (single message with 3 Task calls):
Task 1:
subagent_type: Explore
model: haiku
description: "Research auth patterns"
prompt: |
Investigate authentication in this codebase.
Focus on: middleware, decorators, JWT handling, session management.
Return: Key files, patterns used, code examples with file:line refs.
Task 2:
subagent_type: Explore
model: haiku
description: "Research database layer"
prompt: |
Investigate the database layer in this codebase.
Focus on: ORM used, schema location, query patterns, migrations.
Return: Key files, patterns used, code examples with file:line refs.
Task 3:
subagent_type: Explore
model: haiku
description: "Research API conventions"
prompt: |
Investigate API conventions in this codebase.
Focus on: route structure, controllers/handlers, validation, error handling.
Return: Key files, patterns used, code examples with file:line refs.
After agents return: Synthesize findings into unified architecture understanding.
Example: Parallel Tests
User asks: "Run all test suites"
Dispatch (single message):
Task 1:
subagent_type: general-purpose
model: haiku
description: "Run API tests"
prompt: Run `pnpm api:test` and report pass/fail counts with any failures.
Task 2:
subagent_type: general-purpose
model: haiku
description: "Run web tests"
prompt: Run `pnpm --filter web test` and report pass/fail counts with any failures.
Task 3:
subagent_type: general-purpose
model: haiku
description: "Run clips tests"
prompt: Run `pnpm clips:test` and report pass/fail counts with any failures.
After agents return: Aggregate results into test summary.
