Can I use these prompts for manual execution?

Yes, the skill generates an agent-prompts.md file that includes specific manual launch commands for each task using the Claude CLI.

Does it support regenerating prompts?

Yes, the skill includes a regeneration mode that automatically backs up existing prompts before creating fresh versions from updated task specifications.

Why is the JSON output format mandatory?

The JSON output block ensures that AI agents provide machine-readable summaries, which is essential for validating tasks and tracking progress in parallel workflows.

What files are required to generate prompts?

To generate prompts, you need a directory containing manifest.json, context.md, a contracts/ folder, and your individual task files in a tasks/ folder.

Parallel Prompt Generator

Name: Parallel Prompt Generator
Author: jpoutrin

byjpoutrin

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生产力与工作流

Transforms task specifications into standardized, agent-ready prompts for multi-agent development workflows.

The Parallel Prompt Generator is a specialized utility designed to bridge the gap between technical architecture and AI execution. It parses project manifests, shared context, and contract definitions to generate highly structured, token-optimized prompts that include mandatory execution instructions, JSON output formats, and completion signals. This skill ensures consistency across agent instructions and automates the boilerplate involved in preparing complex, parallel tasks for execution via tools like cpo or manual multi-agent orchestration.

主要功能

01Generation of wave-based execution summaries and CLI launch commands

022 GitHub stars

03Automated prompt generation from Markdown task specifications

04Dynamic injection of shared context and contract definitions

05Token-optimized prompt structure for efficient AI interactions

06Strict template enforcement including mandatory JSON output blocks

使用场景

01Converting technical specs into executable instructions for AI agents

02Preparing parallel development waves for automated orchestration

03Regenerating prompt sets after editing task scopes or project contracts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jpoutrin/product-forge parallel-prompt-generator

For use in Claude.ai and ChatGPT

Download Skill