coordinate_parallel
Coordinates execution across multiple domain PMs for cross-domain directives.
Skill by ollieb89
Install
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
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- 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 tasksFrom ollieb89/openrepo, MIT.
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Signals
- Stars
- 0
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Mar 2, 2026 (8 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/ollieb89/openrepo
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
coordinate_parallel skill. Agent Mart. https://agentmart.dev/skills/ollieb89-coordinate-parallel (last updated 2026-10-24)