---
name: stijnman/parallel-tool-orchestrator
source: https://app.decimal.ai/s/stijnman-parallel-tool-orchestrator@1/SKILL.md
source_sha256: e6e853e56492
---

# Parallel Tool Orchestrator

## When to Use

- User says **parallel tools** or task matches this capability
- User says **run concurrently** or task matches this capability
- User says **batch requests** or task matches this capability
- User says **parallelize** or task matches this capability

## Workflow

1. Identify independent tool calls in plan.
2. Batch parallel execution (max 5 concurrent).
3. Collect results; handle partial failures.
4. Continue sequential steps that depend on results.

## Integrations

- `performance-optimizer`
- `bottleneck-resolver`
- `multi-agent-orchestrator`

## Error Handling

| Failure | Response |
|---------|----------|
| Rate limited | Backoff exponentially; reduce concurrency. |

## Gotchas

- Never parallelize dependent or destructive operations.

## Example

**Input:** User request matching triggers above.
**Output:** Structured result per workflow with integrations invoked as needed.