oxbshw/llm-agents-ecosystem-handbook

实用操作手册，用于构建、评估、保障和发布现代LLM代理系统。

---

现代代理不是“一个提示符+工具”。它们是系统——拥有身份、记忆、技能、工具、MCP集成、护栏、可观察性、评估和提供者策略。本手册教授整个技术栈，提供模板、蓝图、可运行适配器和精心策划的示例，供你今天就采纳。

这个收回里有什么

一本精心策划、观点鲜明、以制作为导向的七部分手册：

1. 概念——代理操作系统、身份、内存、技能、MCP、安全性、可观察性——现代代理堆栈的每一层
2. 提供者生态系统 — 适配器 + 文档，适用于**24+ LLM提供者（前沿API、快速推理、市场、企业云、专用、本地运行时），配备一个用于备用链的路由器
3. 技能生态系统——设计指南、分类法、成熟度模型、安全清单及精选技能目录
4. 提示工程——代理提示模式、指令层级、上下文工程、提示注入防御

---

Modern agents are not “a prompt + a tool.” They are systems — with identity, memory, skills, tools, MCP integrations, guardrails, observability, evals, and a provider strategy. This handbook teaches the whole stack and ships templates, blueprints, runnable adapters, and curated examples you can adopt today.

What’s in this repo

A curated, opinionated, production-oriented handbook in seven parts:

1. Concepts — Agent OS, identity, memory, skills, MCP, safety, observability — every layer of the modern agent stack
2. Provider ecosystem — adapters + docs for 24+ LLM providers (frontier APIs, fast inference, marketplaces, enterprise clouds, specialty, local runtimes), with a router for fallback chains
3. Skills ecosystem — design guide, taxonomy, maturity model, security checklist, and a curated skill catalog
4. Prompt engineering — agent prompt patterns, instruction hierarchy, context engineering, prompt-injection defense
5. Coding-agent workflows — for Claude Code, Cursor, Codex, Aider, Cline, and custom runtimes — repo instructions, prompts, review checklist, safe refactoring
6. Design docs — agent / technical design docs, ADR guide, design reviews, rollout plans, the DESIGN.md machine-readable spec
7. Curated catalog — 100+ existing agent skeletons, framework comparisons, evaluation tools, tutorials — preserved and improved

Who this is for