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15 analyzed repos ready for contributors.
shep-ai/cli
Shep AI is a CLI tool that orchestrates AI coding agents (Claude Code, Cursor CLI, Gemini CLI) through a full software development lifecycle — from plain-English feature descriptions through PRD, r...
people interested in building orchestration layers around AI coding agents — specifically the workflow management, approval gates, and multi-session coordination problems that arise when AI agents run long autonomous development tasks
stainlu/codewar
Codewar is a Cloudflare Workers-based service that generates embeddable SVG charts comparing GitHub contribution activity across up to 5 users over configurable time ranges. It uses GitHub's GraphQ...
building GitHub profile readme widgets and social-sharing developer tools on Cloudflare's edge infrastructure
k33bs/claude2x
A single-file animated landing page built for a time-limited Claude Pro promotion (March 13-28, 2026) that shows a live countdown indicating whether Claude's 2X usage limits are currently active or...
People interested in creative single-file WebGL/Canvas frontend experiments — specifically anyone who wants to study how to pack a WebGL Simplex noise shader, Canvas 2D starfield with z-projection, and timezone-aware logic into a zero-dependency HTML file.
DisplacedForest/ferment
Ferment is a self-hosted, Docker-deployable fermentation tracking app for home winemakers, brewers, and mead makers. It logs gravity readings from smart hydrometers (Tilt, iSpindel), manages multi-...
home fermenters or IoT hobbyists who want to self-host a fermentation logger with smart hydrometer integration and Home Assistant automation — or TypeScript/Next.js developers looking for a real-world full-stack project with hardware device integration
suxrobgm/depvault
DepVault is a full-stack SaaS dashboard that scans dependency files (package.json, requirements.txt, Cargo.toml, etc.) for vulnerabilities via OSV.dev, and provides an AES-256-GCM encrypted vault f...
people interested in building security-focused developer tooling — specifically secrets management, dependency auditing, and encrypted vault infrastructure — using a modern TypeScript stack with Bun, Elysia.js, and Next.js 16 alongside a .NET AOT CLI
kgnatx/mockups-mpc
Mockups MPC is a self-hosted FastAPI server that acts as both an MCP (Model Context Protocol) tool server and a web gallery for AI-generated UI mockups. AI clients like Claude Code connect via MCP ...
people interested in building MCP-native developer tooling that integrates directly into AI coding workflows — specifically around managing AI-generated artifacts without polluting the model context window
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