Skip to content
Back to skills

Parallel Run

ASecurity

Orchestrate parallel agent execution with git worktrees

  • 15 stars
  • 0 votes
  • 0 copies
  • 2 views
  • Added May 27, 2026
developmentpythongobashdjangogitdocumentation

Works with

  • claude code
  • cli

Security analysis

A92/100
  • mediumInstalls packages at runtime which could introduce malicious dependencies

Pro shows the line behind each finding and how to fix it

Scanned May 27, 2026

npx -y skills add jpoutrin/product-forge --skill parallel-run --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Parallel Run?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Parallel Run
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/jpoutrin-parallel-run/badge)](https://www.skillsdirectory.com/skills/jpoutrin-parallel-run)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: parallel-run
description: Orchestrate parallel agent execution with git worktrees
argument-hint: <parallel-dir> [--validate] [--status]
---

# parallel-run

**Category**: Parallel Development

## Usage

```bash
/parallel-run <parallel-dir> [options]
```

## Arguments

- `<parallel-dir>`: Required - Path to decomposed parallel folder (e.g., `parallel/TS-0042-inventory/`)
- `--validate`: Only validate the directory without executing
- `--status`: Show current execution status

## Purpose

Execute parallel agent development tasks using the `cpo` (Claude Parallel Orchestrator) CLI tool. This command:
1. Validates the parallel directory and manifest.json
2. Executes parallel agents using git worktrees
3. Monitors progress and reports results

## Prerequisites

- Run `/parallel-decompose` first (creates tasks, prompts, manifest.json)
- `cpo` tool installed: `pip install claude-parallel-orchestrator` or `pipx install claude-parallel-orchestrator`
- Git working tree is clean (no uncommitted changes)
- Claude Code CLI available: `claude --version`

---

## Execution Instructions for Claude Code

When this command is run, Claude Code should delegate to the `cpo` CLI tool.

### 0. Parse Arguments

Extract from user input:
- `PARALLEL_DIR`: The parallel directory path
- `VALIDATE_ONLY`: Boolean, true if `--validate` specified
- `STATUS_ONLY`: Boolean, true if `--status` specified

### 1. Check cpo Tool Availability

```bash
cpo --help
```

If `cpo` is not installed, display:
```
ERROR: cpo (Claude Parallel Orchestrator) not found

Install with:
  pip install claude-parallel-orchestrator
  # or
  pipx install claude-parallel-orchestrator

Documentation: https://github.com/jpoutrin/claude-parallel-orchestrator
```

### 2. Handle --validate Option

If `--validate` is specified:

```bash
cpo validate "$PARALLEL_DIR"
```

Display the validation output and stop.

### 3. Handle --status Option

If `--status` is specified:

```bash
cpo status "$PARALLEL_DIR"
```

Display the status output and stop.

### 4. Run Parallel Execution

For default execution (no special flags):

```bash
cpo run "$PARALLEL_DIR"
```

The `cpo run` command will:
1. Validate the manifest.json
2. Create git worktrees for each task
3. Launch Claude agents in parallel (respecting wave dependencies)
4. Monitor progress and handle failures
5. Generate execution logs in `$PARALLEL_DIR/logs/`
6. Create final report in `$PARALLEL_DIR/report.json`

### 5. Monitor and Report Progress

The `cpo run` command outputs progress to stdout. Parse and display:

```
=== Parallel Execution Started ===

Wave 1:
  task-001-users: RUNNING
  task-002-products: RUNNING
  task-003-shared: RUNNING

[... cpo output continues ...]

=== Execution Complete ===

Results:
  Completed: 5/5 tasks
  Failed: 0 tasks

Next step: /parallel-integrate --parallel-dir $PARALLEL_DIR
```

---

## cpo Manifest Format

The `cpo` tool expects `manifest.json` with this structure:

```json
{
  "tech_spec_id": "TS-0042",
  "waves": [
    {
      "number": 1,
      "tasks": [
        {
          "id": "task-001-users",
          "agent": "python-experts:django-expert",
          "prompt_file": "prompts/task-001.txt"
        },
        {
          "id": "task-002-products",
          "agent": "python-experts:django-expert",
          "prompt_file": "prompts/task-002.txt"
        }
      ],
      "validation": "python -c 'from apps.users.models import User'"
    },
    {
      "number": 2,
      "tasks": [
        {
          "id": "task-004-orders",
          "agent": "python-experts:django-expert",
          "prompt_file": "prompts/task-004.txt"
        }
      ],
      "validation": "pytest apps/orders/tests/ -v"
    }
  ]
}
```

**Key fields:**
- `tech_spec_id`: Links to Tech Spec for traceability
- `waves[].number`: Wave execution order (1, 2, 3...)
- `waves[].tasks[].id`: Unique task identifier
- `waves[].tasks[].agent`: Agent type from product-forge (e.g., `python-experts:django-expert`)
- `waves[].tasks[].prompt_file`: Path to task prompt file
- `waves[].validation`: Optional command to validate wave completion

---

## Error Handling

### cpo Not Installed

```
ERROR: cpo command not found

Install with:
  pip install claude-parallel-orchestrator

Or check PATH if already installed:
  which cpo
```

### Invalid Manifest

```
ERROR: manifest.json validation failed

Missing required fields:
  - tech_spec_id
  - waves

Run '/parallel-decompose' to regenerate the manifest.
```

### Execution Failures

The `cpo` tool handles:
1. Agent process failure -> marks task as failed, continues with independent tasks
2. Validation failure -> stops wave, reports error
3. Git conflicts -> aborts with message

Check `$PARALLEL_DIR/logs/` for detailed agent output.
Check `$PARALLEL_DIR/report.json` for execution summary.

---

## Examples

```bash
# Execute parallel tasks (default)
/parallel-run parallel/TS-0042-inventory/

# Validate manifest without executing
/parallel-run parallel/TS-0042-inventory/ --validate

# Check current execution status
/parallel-run parallel/TS-0042-inventory/ --status
```

---

## Related Commands

- `/parallel-setup` - One-time project initialization
- `/parallel-decompose` - Create tasks and prompts (run before this)
- `/parallel-validate-prompts` - Validate prompts have required sections
- `/parallel-integrate` - Verify integration (run after this)

## cpo CLI Reference

For advanced usage, use `cpo` directly:

```bash
# Initialize new parallel directory
cpo init parallel/TS-0042-feature -t TS-0042 -n feature-name

# Validate directory structure
cpo validate parallel/TS-0042-feature

# Run parallel execution
cpo run parallel/TS-0042-feature

# Check execution status
cpo status parallel/TS-0042-feature
```

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.