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coordinate_parallel

Coordinates execution across multiple domain PMs for cross-domain directives.

Skill by ollieb89

IndexedMIT
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ollieb89-coordinate-parallel

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About

Coordinates execution across multiple domain PMs for cross-domain directives. Manages parallel dispatch, monitors progress, validates integration, and aggregates results.

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/coordinate-parallel

What's inside

Skill name
coordinate_parallel
Description
Coordinates execution across multiple domain PMs for cross-domain directives. Manages parallel dispatch, monitors progress, validates integration, and aggregates results.
License
MIT
Instructions
73 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Agent Skills spec issues

  • name: only lowercase letters, digits and single hyphens allowed

Files (3)

  • SKILL.md
  • __init__.py
  • coordinator.py

SKILL.md (first lines)

# SKILL: Parallel PM Coordinator

## Purpose
Enable the Meta-PM Coordinator to handle directives that span multiple domains by:
1. Decomposing work into domain-specific subtasks
2. Dispatching to multiple PMs in parallel
3. Monitoring progress and detecting blockers
4. Validating integration compatibility
5. Aggregating results into unified output

## When to Use

Use this skill when `route_directive` returns `RouteType.COORDINATE`:
- Directives mentioning both frontend and backend
- Full-stack features requiring multiple domains
- Cross-project dependencies

## Usage

### Python API
```python
from agents.main.skills.coordinate_parallel import ParallelCoordinator

coordinator = ParallelCoordinator(config, swarm_query)

# Execute multi-PM coordination
result = await coordinator.execute(
    directive="Build auth system with Next.js frontend and FastAPI backend",
    pm_list=["pumplai_pm", "backend_pm"],
    integration_contract={
        "outputs": {
            "pumplai_pm": "Login UI components, auth hooks",
            "backend_pm": "JWT endpoints, user model"
        },
        "interface": "API contract: POST /api/auth/login returns {token, user}"
    }
)
```

## Coordination Flow

```
1. DECOMPOSE
   Split directive into PM-specific subtasks

2. DEFINE CONTRACT
   Specify integration requirements between PM outputs

3. DISPATCH PARALLEL
   Send subtasks to all PMs simultaneously

4. MONITOR
   Poll swarm state for each PM's progress
   Detect blockers and stalls

5. VALIDATE
   Check outputs against integration contract

6. AGGREGATE
   Merge valid outputs into unified result
   Report conflicts if found

7. REPORT
   Return aggregated result or escalation request
```

## Dependencies

- `swarm_query` — Monitor PM progress
- `route_directive` — Decompose directives
- `spawn` — Fallback for coordination tasks

From ollieb89/openrepo, MIT.

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Last commit (this folder)
Mar 2, 2026 (8 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

coordinate_parallel skill. Agent Mart. https://agentmart.dev/skills/ollieb89-coordinate-parallel (last updated 2026-10-24)