Patterns for launching and managing parallel subagents efficiently.
Scanned 2/12/2026
Install via CLI
openskills install JacobPEvans/ai-assistant-instructions---
name: subagent-batching
description: Patterns for launching and managing parallel subagents efficiently.
version: "2.0.0"
author: "JacobPEvans"
---
# Subagent Batching
Patterns for parallel subagent execution. Use your judgment on batch sizes based on task complexity.
## When to Parallelize
**Parallelize when**:
- Processing multiple independent items (PRs, issues, files)
- Tasks have no dependencies between items
- Each item can succeed or fail independently
**Don't parallelize when**:
- Later items depend on earlier results
- Shared resources could cause conflicts
- You need to aggregate results before proceeding
## Launch Pattern
Launch subagents in a **single message** with multiple Task tool calls. Don't launch sequentially.
```text
# Correct: ONE message with multiple Task calls
Task 1: Process item A
Task 2: Process item B
Task 3: Process item C
# All launch simultaneously
```
## Batching for Large Sets
For many items, batch them and validate between batches:
1. Launch a batch of subagents in parallel (single message)
2. Wait for all to complete using `TaskOutput` with `block=true`
3. Validate results before proceeding
4. Start next batch after validation
## Subagent Prompts
Give each subagent focused context:
- Clear task description
- Relevant identifiers and locations
- Expected output format
- Success criteria
## Error Handling
- One failure shouldn't block the rest
- Mark failed items for human review
- Continue processing remaining items
- Provide summary of successes and failures
## Reporting
After completion, summarize:
- Total items processed
- Successes with brief descriptions
- Failures with reasons
- Any required follow-up actions
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