How does the confidence score help the development process?

The confidence score evaluates context completeness, clarity, and validation coverage. If a score is below 7, the skill prompts for more research to ensure the AI doesn't hallucinate during implementation.

Does this skill require specific project setup?

Yes, it requires the Blueprint development system to be initialized (usually via `/blueprint:init`) so it can store requirements in the standardized `docs/blueprint/` directory.

Does it research my existing code?

Yes, the skill uses an Explore agent to find similar features, relevant file locations, and existing testing patterns within your repository to ensure architectural consistency.

A PRP (Product Requirement Prompt) is an enhanced version of a PRD that includes codebase intelligence, implementation blueprints, and validation gates specifically curated for AI agents to follow.

Can I use the generated PRP with other AI tools?

Since PRPs are stored as structured Markdown files, they can be used as high-context input for any AI agent, subagent, or large language model to guide implementation.

Blueprint PRP Creator

Name: Blueprint PRP Creator
Author: laurigates

bylaurigates

•

Productivity & Workflow

Generates comprehensive Product Requirement Prompts (PRPs) that provide AI agents with the full context needed to deliver production-ready code on the first attempt.

The Blueprint PRP Creator is a sophisticated workflow tool designed to bridge the gap between high-level requirements and executable code. It automates the creation of a 'Product Requirement Prompt' (PRP)— a self-contained implementation packet that combines traditional PRD elements with deep codebase intelligence, external research, and executable validation gates. By systematically gathering existing architectural patterns, official documentation, and potential 'gotchas,' it ensures that Claude or other AI subagents have a high-fidelity roadmap to follow, significantly reducing the need for manual corrections and iterative debugging.

Key Features

01Automated codebase pattern discovery and integration point identification

02Managed document ID registry and structured PRP templates

03External documentation gathering via WebSearch and WebFetch

0410 GitHub stars

05Generation of executable validation gates and TDD requirements

06Systematic 1-10 confidence scoring across four implementation dimensions

Use Cases

01Ensuring new implementations strictly follow established codebase patterns and best practices

02Preparing a detailed hand-off for an AI subagent to implement a complex feature

03Standardizing feature planning and architectural research within a development team

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add laurigates/claude-plugins blueprint-prp-create

For use in Claude.ai and ChatGPT

Download Skill