ac-parallel-coordinator

Coordinate parallel autonomous operations. Use when running parallel features, managing concurrent work, coordinating multiple agents, or optimizing throughput.

181 stars

Best use case

ac-parallel-coordinator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Coordinate parallel autonomous operations. Use when running parallel features, managing concurrent work, coordinating multiple agents, or optimizing throughput.

Teams using ac-parallel-coordinator should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/ac-parallel-coordinator/SKILL.md --create-dirs "https://raw.githubusercontent.com/majiayu000/claude-skill-registry/main/skills/data/ac-parallel-coordinator/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/ac-parallel-coordinator/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How ac-parallel-coordinator Compares

Feature / Agentac-parallel-coordinatorStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Coordinate parallel autonomous operations. Use when running parallel features, managing concurrent work, coordinating multiple agents, or optimizing throughput.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# AC Parallel Coordinator

Coordinate parallel autonomous operations.

## Purpose

Manages parallel execution of independent features to maximize throughput while maintaining safety.

## Quick Start

```python
from scripts.parallel_coordinator import ParallelCoordinator

coordinator = ParallelCoordinator(project_dir)
parallel_groups = await coordinator.find_parallel_opportunities()
results = await coordinator.execute_parallel(parallel_groups[0])
```

## API Reference

See `scripts/parallel_coordinator.py` for full implementation.

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