#ai-engineering

職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.

Curated, auto-updated awesome-list of vetted AI agent skills with quality ratings for Claude, GPT, a

AILmanac — the always-current, community almanac for getting the most out of Claude and every AI. For all levels.

Live index of the newest agent frameworks shipping on GitHub, sorted by recency not stars

Live index of Claude Code extensions, hooks, and plugins — refreshed every 15 minutes from GitHub

Live, open-source benchmark for comparing AI coding agents on real GitHub issues

A reference implementation for learning and building AI evaluation systems.

Practical full-stack engineering roadmap with runnable HTML/CSS, React, TypeScript, Next.js, Node, Python/FastAPI, Java/Spring Boot, PostgreSQL, SaaS, RAG and AI agent projects.

Enterprise-grade multi-agent AI orchestration platform using LangGraph, LangChain, CrewAI, Gemini, and ChromaDB.

Spec-first AI-engineering framework for Claude Code: lifecycle skills, reviewer subagents, and CI-enforced quality gates. Prompts ask, enforcement decides.

A practical 12-week Agentic AI learning roadmap covering LLM foundations, tool calling, RAG, memory, MCP, multi-agent systems, evaluation, security, and production deployment.

Eleven free, vendor-neutral AI engineering skills for common SDLC workflows.

Drop-in toolkit that gives AI coding agents persistent memory across sessions. Agent Skills, cross-session learning loop, and knowledge persistence. Zero dependencies, no backend.

AI Prism — 中英双语AI行业观察日志，折射AI世界的两面：外部洞察（开源/架构/创业）与内部实践（Yason & His Roberts Agent Team）

The open-source standard library for agentic engineering — production-ready Claude Code skills, workflows, and AI engineering teams.

A practical, first-principles handbook on production RAG & agentic systems — RU/EN/SK, built with Docusaurus.

LLM tool-calling data quality agent with read-only PostgreSQL, evidence guardrails, traces, evals, FastAPI, Docker, and CI-verified reports.

Production-inspired AI observability lab: a traced and evaluated fictional banking RAG assistant with OpenTelemetry, Phoenix, prompt experiments, guardrails, and optional Dynatrace fan-out.

Specification-first governance framework for AI-assisted software projects.

AI-powered educational agent platform built with LangGraph, Agentic RAG, long-term memory, evaluation pipelines, and observability workflows for adaptive AI Engineering learning.

AI Engineer portfolio hub — 9 standalone production-grade projects covering RAG, fine-tuning, agents, Document AI, Computer Use, Code AI, AI Safety, GraphRAG, and Voice AI. Each project in its own repo; this is the master spec + landing page.

Case study: live AI consultant — typed conversation graph, source-grounded knowledge, reviewer-gated utterances, in-process cost guardian.

Hub for AI engineering case studies: multi-agent orchestration, RAG, browser automation, observability + evaluation.

🤖 An advanced, policy-compliant RAG-powered Internal Knowledge Assistant for TechNova. Built with LangChain, Chroma DB, and Llama 3.3 (Groq). Features strict source grounding, 100% retrieval precision, comprehensive factual citations, automated evaluation pipelines, and a dynamic multi-category Gradio chat interface. 🚀

Pragmatic AI Engineering Skills Library for LLMs, RAG, Agents, MCP & Spring AI

Three AI-engineering services in Java 21: tool calling, hybrid RAG with verified citations, and an offline-first eval harness. Built with Claude, with the prompt workflow documented.

AI Agent 技能库：Claude Code / Agent Skills 的开发与维护仓库 —— 从需求记录到可加载的 SKILL.md，含设计过程、迭代留痕与验证证据。Agent Skills for Claude Code: source records, design rationale, and loadable SKILL.md.

Multi-agent AI operations copilot using RAG, MCP, tool calling, memory, workflow orchestration, and human-in-the-loop approvals.

“Job Market Radar: a data pipeline for job post collection + governed analytics API + Agent to analyze job postings.”

AI-powered Vedic astrology platform — architecture & engineering showcase (Next.js · Python · Claude · Supabase · GCP)

行途 XingTu · 公开学习工程：把「学会一件事」的全过程版本化（计划→输入→笔记→产物→复盘→沉淀）· Agent / 软考高项 / PMP · learning in public

A Karpathy-style LLM wiki built from the podcasts I listen to on Spotify, maintained by Claude Code

Ryan Prasad's AI Engineering portfolio and recruiter-agent GitHub profile README

Grounded RAG reference with citations, deterministic evals, safe refusals and an optional OpenAI provider.

Autonomous multi-agent engineering-ops copilot — LangGraph agents that investigate, fix, and verify bugs using MCP tools, memory, and a bounded retry/human-approval loop. 100% local via Ollama.

Find the deprecated and retired LLM models your code still calls. CLI, pre-commit hook and GitHub Action that fail your build before an OpenAI or Anthropic model is retired.