What makes these documents 'AI artifacts'?

These documents use specific frontmatter, hierarchical linking, and length constraints (max 800 lines) specifically designed to be loaded into an AI agent's context without causing performance degradation or context loss.

Does this skill support specific software architectures?

Yes, it is optimized for layered architecture patterns (MP) including distinct layers for routers, services, repositories, and database schemas.

Why does the skill split files at 800 lines?

Large files consume significant tokens and can lead to 'middle-of-the-document' forgetfulness in LLMs. Splitting files ensures the agent focuses on high-density, relevant information for the current phase.

How does subagent assignment work?

The skill analyzes the nature of each task—such as UI components or database migrations—and automatically maps them to specialized roles like 'ui-engineer-enhanced' or 'data-layer-expert' in the implementation plan.

Planning & Project Architecture

Name: Planning & Project Architecture
Author: miethe

bymiethe

0•

생산성 및 워크플로

Generates and optimizes PRDs, phased implementation plans, and progress tracking artifacts optimized for AI agent context.

The Planning Skill is a specialized tool for Claude Code designed to translate high-level feature requests into structured, AI-readable technical documentation. It automates the creation of Product Requirements Documents (PRDs) and detailed implementation plans while strictly adhering to token-efficiency standards by splitting documents longer than 800 lines. By organizing tasks into logical phases and assigning specialized subagents—such as data-layer experts or UI engineers—it ensures that complex software projects remain manageable and context-rich for both human developers and AI coding assistants.

주요 기능

01Integrated progress tracking following CLAUDE.md policy

02Automated PRD generation using standardized architectural templates

03Token-efficient document optimization via modular file splitting

04Support for layered architecture patterns (Routers, Services, Repositories)

05Phased implementation planning with specific subagent task assignments

060 GitHub stars

사용 사례

01Setting up structured task tracking for multi-agent development workflows

02Refactoring massive planning documents into smaller, token-efficient modules

03Converting a brief feature description into a multi-phase technical roadmap

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add miethe/ai-scratchpad planning

For use in Claude.ai and ChatGPT

Download Skill