Does it support multiple programming languages?

Yes, it scans common dependency files (package.json, requirements.txt, go.mod, etc.) and analyzes generic code structures, making it language-agnostic.

What types of changes does the skill detect?

It detects new library dependencies, architectural patterns (like new abstractions or error handling), and shifts in coding conventions like naming or file structure.

Do I have to run the analysis manually?

No, while you can run it manually for interactive review, it also includes a SessionEnd hook that automatically analyzes changes and saves them as pending discoveries.

How does this help with team collaboration?

By indexing discoveries in a knowledge base, it ensures that new patterns and conventions are searchable and reusable by other team members or across different projects.

Pattern Discovery & Knowledge Indexer

Name: Pattern Discovery & Knowledge Indexer
Author: matteovisca

bymatteovisca

0•

Developer Tools

Analyzes git changes to automatically detect, document, and index new code patterns, libraries, and architectural conventions.

The discover-patterns skill streamlines the maintenance of project documentation by monitoring git diffs for significant technical shifts. It identifies newly added dependencies, structural design patterns, and evolving coding conventions, allowing developers to review and save these findings to a persistent knowledge base. By capturing the 'why' behind code changes and indexing discoveries for cross-project reuse, it ensures that architectural evolution is documented and that best practices are easily accessible for future development tasks.

Key Features

01Session-end hooks for passive capture of project evolution

020 GitHub stars

03Automated git diff analysis for dependency changes and major version bumps

04Heuristic detection of new architectural and design patterns

05Cross-project knowledge base indexing for searchable pattern reuse

06Interactive review mode to confirm and enrich discoveries with context

Use Cases

01Converting successful one-off code patterns into project-wide coding conventions

02Maintaining an automated 'discovery log' for feature branches and pull requests

03Tracking the rationale and usage context for newly introduced libraries

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add matteovisca/claude-project-flow discover-patterns

For use in Claude.ai and ChatGPT

Key Features

01Session-end hooks for passive capture of project evolution

020 GitHub stars

03Automated git diff analysis for dependency changes and major version bumps

04Heuristic detection of new architectural and design patterns

05Cross-project knowledge base indexing for searchable pattern reuse

06Interactive review mode to confirm and enrich discoveries with context

Use Cases

01Converting successful one-off code patterns into project-wide coding conventions

02Maintaining an automated 'discovery log' for feature branches and pull requests

03Tracking the rationale and usage context for newly introduced libraries

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add matteovisca/claude-project-flow discover-patterns

For use in Claude.ai and ChatGPT