When should I use this skill?

You should use it when starting work on an unfamiliar repository, planning a major migration, or designing new components that need to align with existing architectural patterns.

Does it integrate with other Claude Code skills?

Yes, it is specifically designed to hand off its findings to an 'agent-architect' which then classifies and delegates the implementation of recommended components.

What is the primary output of Project Discovery?

It generates a structured Discovery Report that outlines the project's type, tech stack, existing automation, and specific recommendations for custom skills, commands, and rules.

How does it identify the tech stack?

The skill scans root configuration files (like package.json, pyproject.toml, or Cargo.toml), source directories, and environment setups to detect languages, frameworks, and build tools.

Can it detect manual workflows that need automation?

Yes, it identifies candidates for automation by analyzing README documentation, build scripts, and common developer patterns within the codebase.

Project Discovery

Name: Project Discovery
Author: wayne930242

bywayne930242

•

生産性とワークフロー

Analyzes unfamiliar codebases to generate comprehensive architectural reports and automation recommendations.

Project Discovery is an essential skill for developers and architects entering new repositories or planning major migrations. It systematically scans project structures, identifies technology stacks, detects existing workflows, and recognizes coding patterns to produce a structured Discovery Report. This report serves as a roadmap for architectural planning, allowing Claude to recommend tailored automation, custom commands, and specific coding rules that align with the existing environment. It is the foundational step in the Agentic Context Engineering (ACE) workflow, ensuring a seamless and informed integration of AI-driven development into any project.

主な機能

01Automated directory and configuration file structure scanning

02Comprehensive technology stack identification across multiple languages

03Existing automation and manual workflow detection

04Architecture and code pattern recognition for consistency

05Standardized Discovery Report generation for architectural handoffs

067 GitHub stars

ユースケース

01Onboarding onto a new or legacy codebase to understand its structure

02Planning a codebase migration or major architectural refactor

03Initializing Agentic Context Engineering (ACE) for a project

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add wayne930242/reflexive-claude-code project-discovery

For use in Claude.ai and ChatGPT

Download Skill