What are subsystem-aware patterns?

They are patterns grounded in concrete knowledge of your project's specific subsystems rather than abstract observations, making the resulting plugins more accurate.

What does Discovery Craft do?

Discovery Craft analyzes your work sessions to identify repeatable patterns and suggests how to turn them into reusable Claude Code components like skills or commands.

How does it distinguish between a Skill and a Command?

It follows a decision matrix where Skills are used for contextual knowledge Claude should apply automatically, while Commands are for specific actions a user explicitly triggers.

When should I use the /discover command?

Use it when you notice yourself repeating a procedure, when you want to modularize a workflow, or when you identify domain knowledge that Claude should remember.

Discovery Craft

Name: Discovery Craft
Author: mberto10

bymberto10

0•

Productivity & Workflow

Analyzes engineering workflows to identify and extract modular patterns into Claude Code skills, commands, agents, and hooks.

Discovery Craft provides a systematic methodology for subsystem-aware pattern extraction, helping developers turn repeatable procedures into reusable Claude Code components. By applying a structured decision matrix, it evaluates engineering sessions to determine whether a pattern should be encoded as a knowledge-based Skill, a user-initiated Command, an autonomous Agent, or an event-driven Hook. This ensures that tribal knowledge and specific engineering procedures are effectively captured, modularized, and automated within a compounding development environment.

Key Features

01Comprehensive decision matrix for selecting optimal component types

02Standardized specification templates for Skills, Commands, Agents, and Hooks

030 GitHub stars

04Exaptation scanning to find general capabilities within specialized code

05Modularizability assessment to evaluate the value of packaging patterns

06Subsystem-aware pattern extraction from active engineering sessions

Use Cases

01Identifying undocumented subsystem domain knowledge and formalizing it into a contextual skill

02Designing autonomous agents for specialized tasks like security audits or dependency analysis

03Converting a manual multi-step migration process into a reusable Claude command

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mberto10/mberto-compound discovery-craft

For use in Claude.ai and ChatGPT

Download Skill