Forkcast Today #20: colibri, ever-gauzy, gods-eye-view, agent-skills, DeskcommCRM, OpenMontage

Episode Summary#

Episode 20 covers 19 trending open-source projects including a pure C inference engine that runs 744B MoE models on 25GB RAM, a spy satellite simulator with live spatial intelligence on a 3D globe, the world’s first agentic video production system with 12 pipelines, a curated library of extracted system prompts from Claude, ChatGPT, Gemini and more, a fully autonomous penetration testing AI agent system, a local ElevenLabs alternative with voice cloning in 646 languages, an open-source business management platform combining ERP/CRM/HRM, a secure skill registry for AI coding agents, a self-hosted AI sales CRM with WhatsApp integration, an AI music generator with symbolic planning, a YouTube client for Android TV, a local-first research agent workspace, an offensive security skill library for Claude, Alibaba’s hybrid code review tool, an AI math modeling agent, a desktop downloader for 1800+ sites, a Douyin content downloader with watermark removal, a retro CRT terminal emulator, and Hugging Face’s universal ML framework.

Repositories Covered#

colibri#

Pure C inference engine that runs GLM-5.2 (744B MoE) on a 25GB RAM consumer machine by streaming expert weights from disk. Zero dependencies, CUDA/Metal/Vulkan/CPU backends. 30.5k stars, Apache 2.0.

ever-gauzy#

Open Business Management Platform combining ERP, CRM, HRM, ATS, and PM in one self-hosted system. 27K commits, TypeScript, Docker support, plugin architecture.

gods-eye-view#

Spy satellite simulator in your browser with photorealistic 3D Cesium globe, real-time satellite tracking, 3446 live CCTV cameras from 7 countries, and live flight overlays. 32.5k stars.

agent-skills#

Secure validated skill registry for AI coding agents with checksum verification. Works with Claude Code, Cursor, Copilot, Antigravity. MCP server, CLI, web marketplace. 5.8k stars.

DeskcommCRM#

Self-hosted AI sales OS with native AI agents and WhatsApp via WAHA. MCP-ready, multi-tenant, LGPD compliant. Next.js + Supabase stack. 2.4k stars, MIT license.

OpenMontage#

World’s first agentic video production system with 12 pipelines, 100+ tools, 700+ agent skill files. Turns AI coding assistants into video production studios. 58.7k stars.

system_prompts_leaks#

Extracted system prompts from Claude, ChatGPT, Gemini, Grok, Cursor, Kimi, DeepSeek, Perplexity and more. 66.4k stars, 776 commits, CC0 license.

pentagi#

Fully autonomous multi-agent system for complex penetration testing. Go backend, React frontend, GraphQL API, Docker deployment. 24.1k stars, MIT license.

YuE#

Frontier music generation with symbolic planning, zero-shot covers, and agentic music editing. Produces structured songs with verses, choruses, and bridges. 7.9k stars.

SmartTube#

Ad-free YouTube client for Android TV with SponsorBlock, custom playback rules. 33.5k stars, battle-tested across millions of devices.

OpenResearch#

Local-first workspace for research agents. Rust core, SQLite store, CLI tool (orx), ArXiv integration, macOS app. Runs on 127.0.0.1 by default. 2.2k stars, MIT license.

VoiceStudio#

Fully local ElevenLabs alternative with voice cloning, voice design, video dubbing, transcription, audiobook creation in 646 languages. Tauri desktop app, CUDA/MLX. 27.8k stars.

Claude-Red#

78 offensive security skills as structured SKILL.md files across 23 categories. SQL injection, shellcode, EDR evasion, network attacks, data exfiltration. 4.3k stars.

open-code-review#

Hybrid architecture code review tool from Alibaba: deterministic pipelines plus LLM Agent. Precise line-level comments, built-in ruleset for NPE, XSS, SQL injection. 24k stars.

MathModelAgent#

Multi-agent system for mathematical modeling: coordinator, modeler, coder, writer produce complete LaTeX papers with charts. Python + Vue, Docker. 5.5k stars.

omniget#

Desktop app for downloading from 1800+ sites including Udemy, Hotmart, YouTube. Built-in course player, PDF reader, music library. Rust + Tauri. 12.1k stars.

douyin-downloader#

Batch Douyin downloader with watermark removal, SQLite deduplication, automatic msToken auth. CLI and desktop versions. 11.6k stars, 41 releases.

cool-retro-term#

Terminal emulator with real CRT phosphor glow simulation using real-time shader effects. QML/Qt based, Linux and macOS. Packaged in Ubuntu, Fedora, Arch. 26.3k stars.

transformers#

Universal ML framework for text, vision, audio, multimodal models. 166k stars, 3955 contributors, 422K dependent projects. Python, Apache 2.0.

Watch#

• Video: https://www.youtube.com/watch?v=PENDING_UPLOAD
• Cover: https://i.ytimg.com/vi/PENDING_UPLOAD/hqdefault.jpg

Notes#

Transcript and notes will be added from Forkcast output artifacts.