# Parallel Tool Orchestrator

> Runs independent tool calls in parallel for latency reduction. Use for: parallel tools, run concurrently, batch requests, parallelize.

- Skill: `stijnman/parallel-tool-orchestrator` (Agent Skill)
- Install (CLI): `npx skillmds@latest add stijnman/parallel-tool-orchestrator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/stijnman/parallel-tool-orchestrator/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: Stijnman (https://skillmd.com/u/stijnman)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/stijnman/parallel-tool-orchestrator

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# 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.