Forkcast Today #15: prime-agent, code-graph-rag, agency-agents, witr, agent-skills

Episode Summary#

Episode 15 covers 16 trending open-source projects including a self-improving RLM coding agent with persistent memory, a knowledge-graph-powered RAG for monorepos, a library of 269 specialized AI agents, a single-binary process tracer, production-grade engineering skills for AI coding agents, an LLM-driven multi-market stock analysis dashboard, an open-source identity provider supporting OAuth2/OIDC/SAML, official Google Cloud agent skills, the modular diffusion model GUI ComfyUI, a legal AI agent benchmark, a full-stack TypeScript framework, persistent agent memory, a multi-agent trading framework, Stanfords DSPy LLM programming framework, DeepMinds weather forecasting model, and the original AutoGPT autonomous agent platform.

Repositories Covered#

prime-agent#

Self-improving RLM agent for coding workflows with persistent IPython kernel, heartbeats, goals, and bounded autonomous mode. 11.9K stars, MIT.

code-graph-rag#

Knowledge graph-powered RAG for monorepos using tree-sitter for 158 languages. Sub-ms queries, MCP server, Memgraph backend. 3.3K stars, MIT.

agency-agents#

269 specialized AI agents across Engineering, Design, Academic, and Community divisions. Compatible with Claude Code and Codex. 141K stars, MIT.

witr#

Single Go binary that traces any process, port, container, or file back to what started it. D-Bus integration, TUI mode, zero dependencies. 21K stars, Apache 2.0.

agent-skills#

Production-grade engineering skills for AI coding agents by Addy Osmani. Specific, verifiable, battle-tested. Works with Claude Code, Codex, Cursor. 85K stars, MIT.

daily_stock_analysis#

LLM-driven multi-market stock analysis covering A-shares, HK, and US stocks. Real-time news, decision dashboard, agent chat, automated push notifications. 61K stars, MIT.

authentik#

Open-source identity provider supporting OAuth2, OIDC, SAML, LDAP, SCIM, RADIUS. Self-hosted with Docker/K8s. Rust worker for performance. 24K stars.

google-skills#

Official agent skills for Google Cloud, Firebase, Android, Flutter, Ads, Maps, Analytics. Plugin support for Claude Code, Codex, Antigravity. 17K stars, Apache 2.0.

ComfyUI#

Node-based diffusion model GUI with graph interface. Supports FLUX, Qwen Image, Stable Diffusion. API server, model asset management. 126K stars, GPL-3.0.

harvey-labs#

Benchmark for evaluating AI agents on legal work. M&A data-room tasks, dual-judge evaluation with Claude and GPT. 250 enterprise search tasks. 929 stars, MIT.

t3code#

Full-stack TypeScript framework with end-to-end type safety by Theo (ping.gg). Built-in auth, API layer, sensible defaults. 17.8K stars.

hindsight#

Persistent agent memory that learns from interactions. Vector-based retrieval for semantic memory search across sessions. 19.4K stars.

TradingAgents#

Multi-agent LLM framework for financial trading. Specialized agents for fundamentals, technicals, sentiment, and risk analysis. 97K stars.

dspy#

Framework for programming language models instead of prompting them. Auto-optimizes prompts and few-shot examples. By Stanford NLP. 37K stars.

weathernext#

Google DeepMinds AI-powered weather forecasting model. Python implementation backed by published research. 7.2K stars.

AutoGPT#

Pioneer autonomous AI agent platform. Build agents that plan, execute, and iterate. 186K stars, 46K forks.

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.