Catalyst

Repository rankings

Find promising projects before they become obvious

Compare growth, project age, contributor activity, maintainer history, documentation, and risk.

● Updated from GitHub

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Research coverage

Persisted coverage · Updated less than a minute ago

Unique repositories scanned
6
Analysis runs
287
Builders reviewed
10
Evidence points in view
46

The current ranking window contains 5 repositories. Coverage totals also include completed repository-scanner analyses.

5 repositories found

mattpocock GitHub avatar
DevtoolsHigh confidence
mattpocock/skills

Skills for Real Engineers. Straight from my .claude directory.

Star growth

1K stars/day since launch

160.5K13.8K

mattpocock/skills recorded 169 commits in the past 30 days, has 3 public contributors, and has averaged 1042 stars a day since launch.

81
garrytan GitHub avatar
DevtoolsHigh confidence
garrytan/gstack

Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

Star growth

1K stars/day since launch

120.4K18K

garrytan/gstack recorded 12 commits in the past 30 days, has 9 public contributors, and has averaged 1020.5 stars a day since launch.

79
ultraworkers GitHub avatar
AI AgentsMedium confidence
ultraworkers/claw-code

An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.

Star growth

2K stars/day since launch

194.7K109.8K

ultraworkers/claw-code recorded 4 commits in the past 30 days, has 24 public contributors, and has averaged 1966.3 stars a day since launch.

70
VoltAgent GitHub avatar
AI AgentsMedium confidence
VoltAgent/awesome-design-md

A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI.

Star growth

995.2 stars/day since launch

97.5K11.4K

VoltAgent/awesome-design-md recorded 2 commits in the past 30 days, has 4 public contributors, and has averaged 995.2 stars a day since launch.

62
multica-ai GitHub avatar
AI AgentsMedium confidence
multica-ai/andrej-karpathy-skills

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

Star growth

1.2K stars/day since launch

189.3K19.4K

multica-ai/andrej-karpathy-skills recorded 0 commits in the past 30 days, has 7 public contributors, and has averaged 1168.5 stars a day since launch.

58