Docs, Learning & Lists

World's largest open-source prompt library. 1000s of prompts for all major models

Curated list of 10,000+ community MCP servers. ~30K+ ⭐

The definitive open-source guide and resource hub. 3M+ learners. ~55K+ ⭐

by shareAI-lab - A really interesting analysis of how coding agents like Claude Code are designed. It attempts to break an agent down into its fundamental parts and reconstruct it with minimal code. Great learning resource. Final product is a rudimentary agent with skills, sub-agents, and a todo-list in roughly a few hundred lines of Python

Official recipes for prompts, tools, RAG, and evaluations

Curated resources, tools, and workflows specifically for Claude Code users

by luongnv89 - A structured, chapter-based getting-started guide for Claude Code with a self-assessment quiz and a ten-module progressive learning path — slash commands, memory, skills, subagents, MCP, hooks, plugins, and checkpoints — with visual diagrams and copy-paste templates

Official plugin to use Codex from Claude Code for code reviews and task delegation

Curated list of AI agents and agent frameworks, organized by use case. Useful for surveying the landscape of what harnesses are being built around

Principles for building production-grade LLM-powered software. ~17K+ ⭐

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Machine Learning Operations - An awesome list of references for MLOps

(8.7k ⭐) - 45 tips for getting the most out of Claude Code, from basics to advanced - includes a custom status line script, cutting the system prompt in half, using Gemini CLI as Claude Code's minion, and Claude Code running itself in a container

ML applied to cybersecurity

First-principles handbook for moving beyond prompt engineering to context design

The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

22 hands-on Jupyter Notebook tutorials. ~3K+ ⭐

A list of MCP clients

General AI tools for various applications

Comprehensive list of MCP servers for extending agents with external capabilities

(5.7k ⭐) - Rules and knowledge to work better with agents such as Claude Code or Cursor

A curated list of awesome MLOps tools

The Ultimate Guide to Vibe Coding with best practices and tips

by zebbern - A current single-page reference for Claude Code: install, environment variables, slash commands, MCP, hooks, and subagents, kept in sync with the official changelog

A book-length architectural teardown of Claude Code's harness: 15 chapters and 139 diagrams covering the tool system, four-stage permission pipeline, context compaction, memory, hooks, subagent scheduling, MCP integration, skills, streaming architecture, and plan mode. Every chapter explains *why* each design decision was made rather than how to call it, distilling transferable mental models for a

A curated list of automated machine learning papers, articles, tutorials, slides and projects

Curated .mdc format rules with a generator tool

by wesammustafa - A conceptual, mental-models-first primer that explains what Claude Code is and how its agentic loop works, then layers setup, prompt-engineering workflows, skills, hooks, MCP, subagents, and agent teams, with an experience-tiered path for newcomers

AWS's official sample repo is one of the most complete public walkthroughs of what "productionizing" an agent platform actually means: runtime, gateway, memory, identity, observability, IaC, and blueprint apps all live in one place. Worth including because it covers the harness infrastructure layer most sample repos skip and does so across multiple frameworks rather than baking in a single orchest

Comprehensive survey on context engineering: prompt engineering, RAG, context window management, production AI systems

Two open-source books that use Claude Code and Codex as observation targets to explain how constraint structures organize execution in real engineering environments. The clearest book-length treatment of why prompts, tools, permissions, recovery paths, and team rules form a single control plane rather than accessories around the model

Must-read Papers on LLM Agents

AI tool for creating professional README files automatically

Awesome list of AI Agents

Awesome list of 100+ agentic AI resources

A list of awesome compiler projects and papers for tensor computation and deep learning

Ryan Lopopolo's anthology, field guide, and agent context bundle for harness engineering: it reframes the harness as the environment that carries an organization's nonfunctional requirements, with reusable AGENTS.md/CLAUDE.md artifacts, playbooks, evals, and domain modeling docs. The most systematic open-source synthesis of how to make organizational judgment cumulative across agent-maintained rep

Turn CLI into Web App

A curated list of awesome projects and resources related to Argo

~30 pro-tips for effectively using Gemini CLI for agentic coding

A repo lists papers related to LLM based agent

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

Awesome things about LLM-powered agents. Papers / Repos / Blogs /

by VILA-Lab - A research-lab systematic analysis of the Claude Code codebase whose headline finding — overwhelmingly infrastructure rather than model — reframes Claude Code as a harness

A curated list of federated learning publications, re-organized from Arxiv (mostly)

A comprehensive survey and paper collection on agentic reinforcement learning for LLMs, covering planning, tool use, memory, reasoning, and self-improvement

Self-learning system for Claude Code that captures corrections and syncs approved learnings to CLAUDE.md files

Implementation-first curated list (April 2026) with 150 entries, 84% GitHub projects, organized into 9 categories from harness architecture to sandboxing. The featured blogs section and catalog-style organization make it a strong complementary reference to this list's article-centric approach

Curated collection of 363+ arXiv papers from 2026 organized into five harness-relevant categories: Multi-Agent (51), Memory & RAG (56), Eval & Observability (79), Agent Tooling (95), AI Agent Security (82). Weekly updates make it the best single source for tracking research that will shape harness design decisions in 2026

AI agent research papers updated biweekly via automated arxiv search with curated selection

A curated list of awesome vector search framework/engine, library, cloud service and research papers to vector similarity search

Catalog of 80+ terminal-native AI coding agents (open-source and proprietary) plus the harnesses that orchestrate, sandbox, and extend them: session managers, parallel runners, autonomous loop infrastructure, and credential vaults. The most comprehensive reference for the CLI agent layer that most harness infrastructure is designed to host

A curated, ranked list of 124 agent harnesses, rescored weekly and published as machine-readable data with an MCP server. The most practical complement for discovering and comparing harnesses, and a rare example of a list built to be consumed by agents themselves

Autonomous agents research papers, updated daily

An awesome and curated list of best code-LLM for research

List of language agents based on paper "Cognitive Architectures for Language Agents"

Pure-Python coding agent harness (standard library only) that implements the six core harness components—live repo context, structured tools with permissions, context reduction, transcript resumption, and bounded subagents—in a single readable file. The clearest starting point for understanding how a coding agent loop actually works under the hood

Trilingual, section-by-section architecture notes on modern agent harnesses: loop engineering, tools, permissions, context, memory, multi-agent coordination, and evaluation, studied through real systems such as Claude Code and Hermes Agent, with runnable Python demos

DESIGN.md files grouped by aesthetic family (editorial, terminal, warm, data-dense, cinematic, playful, glass, brutalist, indie) + remix recipes + prompt packs for Claude Design (Anthropic Labs)

Side-by-side benchmark of terminal AI agents on real coding tasks

Long-term AI companion systems: clients, memory and identity, proactive behavior, embodiment, shared activities, and continuity. 160 entries with language/platform/status metadata and a full Chinese translation

Curated list of AutoResearch use cases with verifiable traces and progress charts, organized by domain (LLM training, GPU kernels, voice agents, trading, etc.)

Framework for the science of machine thinking

Curating a list of AutoML-related research, tools, projects and other resources

Tools and resources for vibe coding

by Karan Bansal - A community list of Claude Code mods built with function hooks. Scans public GitHub repositories and shows what the validator reports each mod can read, write, run or send over the network

A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents

Curated companion list to the *Code as Agent Harness* survey, organizing research on code-centric agentic systems across interface, mechanisms, and scaling layers. A focused research map for anyone building harnesses where code is the executable scaffold rather than just the output

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc

Curated list of deep research agent papers and systems

by Daniel Rosehill - This is either the work of a prolific genius, or a very clever bot (or both), although it hardly matters because the quality is so good - an index of 75+ Claude Code repositories published by the author - and I'm not talking about slop. CMS, system design, deep research, IoT, agentic workflows, server management, personal health... If you spot the lie, let me know, otherwise p

(535 ⭐) - Complete Claude Code guide covering CLAUDE.md, hooks, skills, MCP servers, and commands

Chinese best practices for 8 AI coding tools (Claude Code, Cursor, Copilot, Windsurf, Gemini CLI, Kiro, Aider, Trae) with copy-paste config templates and multi-tool collaboration workflows

Curated list organized into Full Lifecycle Platforms, Task Runners, Agent Runtimes, Coding Agents. Close to this list's scope; good complementary reference

This is the Fuzzy Labs guide to the universe of free and open source MLOps tools

EMNLP 2025 survey on LLMs in scientific discovery

by Hugo Lau - A creative educational framework for Claude Code, inspired by the "FASTER" approach to self-teaching. Ships with a variety of agents, slash commands, and tools that enable Claude Code to help you progress at your own pace, employing well-established pedagogical techniques like active learning and spaced repetition

August 2026 survey companion on graph engineering in the era of LLM agents, organizing research from model intelligence through individual intelligence (loop architecture, runtime orchestration, memory, environment feedback) to system intelligence (task graphs, agent coordination, state management). Its loop-architecture and state-management sections are a research-grade complement to this list, a

by Luke Renton - An interactive click-through of an annotated Claude Code project where every file and folder — CLAUDE.md, settings.json, rules, commands, skills, agents, hooks, plugins, and .mcp.json — is a real, explained concept, teaching the tool's surface area by orientation rather than prose

by ThibautMelen - A comprehensive and well-documented collection of agentic patterns from Anthropic docs, with colorful Mermaid diagrams and code examples for each pattern. Covers Subagent Orchestration, Progressive Skills, Parallel Tool Calling, Master-Clone Architecture, Wizard Workflows, and more. Also compatible with other providers

papers related to LLM-agent that published on top conferences

(307 ⭐) - Scale your compute with Claude Code as a programmable agentic coding tool

by ferrumclaudepilgrim - A thorough, device-tested guide and toolkit for running Claude Code natively on Android via three paths (Termux, proot-Ubuntu, and the Android Virtualization Framework), with a verification harness and per-device results. Unusually security-aware for a setup guide — it ships a threat model, an SSRF-guard WebFetch hook, a biometric approval gate, and a permission matrix

Production-Ready LLM Agent SDK for Every Developer

by Li-Evan - A self-contained Claude Code skill that turns Benjamin Bloom's "2-sigma" tutoring research into a personal AI tutor: it generates a structured syllabus, teaches one lesson at a time, and adapts each next lesson to the learner's annotations and feedback. The skill is dependency-free and makes no network calls beyond the configured LLM endpoint (an optional web app is also included)

Papers on LLM agent optimization methods

[ACL 2026] LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey | Awesome Human-Agent Collaboration | Human-AI Collaboration

April 2026 curated list covering agent evolution, memory systems, multi-agent architectures, and self-improvement. Complements this list with a forward-looking lens on the next generation of agent capabilities — where harnesses must adapt to agents that modify their own scaffolding over time

(235 ⭐) - Easy guide to installing Claude Code MCPs globally on your machine

RUCAIBox's survey paper and curated reading list on *Agent Systems with Harness Engineering*, mapping harness design across agent workflows, memory systems, skill libraries, and multi-agent orchestration with 500+ references. The clearest academic complement to vendor-specific harness engineering posts

Collection of system prompts from production AI coding agents (Claude Code, Gemini CLI, Cline, Aider, Roo Code)

Collection of AI Scientist / Robot Scientist papers

A curated list of 500+ papers on safety in embodied AI, covering risks, attacks, and defenses across perception, cognition, planning, action, and agentic capabilities

(154 ⭐) - Claude Code's system prompt

AI agents for automation and development

Curated directory of ~440 indie-built AI products (bootstrapped, pre-seed, angel-funded) across 18 categories — AI agents, coding tools, marketing, audio/voice, image/design, video, and more

Essential collection of extensions and commands that enhance Gemini CLI with additional capabilities and workflow improvements

Curated list of 245+ tools and resources for building software through natural language prompts

Open-source CLI that permanently injects 10 structured decision frameworks (MECE, Issue Trees, Pre-Mortems) and 12 cognitive bias detectors into AI assistant prompts. Go, MIT