Agent Playbook Frameworks AI Agents
Structured methodologies, design patterns, and best practice guides for building, architecting, and operating AI agent systems across domains. Does NOT include tool implementations, domain-specific applications, or operational platforms themselves.
There are 55 agent playbook frameworks agents tracked. The highest-rated is playbooks-ai/playbooks at 42/100 with 67 stars.
Get all 55 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=agent-playbook-frameworks&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Agent | Score | Tier |
|---|---|---|---|
| 1 |
playbooks-ai/playbooks
▶📚 Playbooks is a semantic programming system for AI agents |
|
Emerging |
| 2 |
JohnCrickett/ai-assisted-engineering
A Guide To AI-Assisted Software Engineering |
|
Emerging |
| 3 |
lee-to/ai-factory
You want to build with AI, but setting up the right context, prompts, and... |
|
Emerging |
| 4 |
InteractiveAgents/IAW
IAW is an Orleans-based multi-agent runtime for .NET. Build intelligent... |
|
Emerging |
| 5 |
prikotov/task-agents-playbook
AI-Assisted Development Playbook & Task-driven development methodology for AI-agents. |
|
Emerging |
| 6 |
DUBSOpenHub/dark-factory
🏭 Agentic dark factory for AI building with sealed-envelope testing |
|
Emerging |
| 7 |
ntorga/agent-starter-kit
The scaffold for your ultra-personalized, multi-model AI harness in pure... |
|
Emerging |
| 8 |
AliciaMMorgan/Innovation-In-Action
Operationalizes PM insights through working agents grounded in GRC best... |
|
Emerging |
| 9 |
sou350121/Agent-Playbook
⚗️ AI Agent 生态每天海量资讯，99% 是噪音。这个仓库只做一件事：把最新碎片信号提纯为你能直接用的架构导轨、设计模式和工程实践。 |
|
Emerging |
| 10 |
illdynamics/qonqrete
The first 100% file-based Local-First AgenticAI dev "construction yard",... |
|
Emerging |
| 11 |
coderefinery/coding-with-ai
Responsible use of generative AI in assisted coding |
|
Emerging |
| 12 |
Mr-Fang-VLSI/EDAgent
EDAgent is a skill-based LLM agent designed to assist EDA research... |
|
Experimental |
| 13 |
jg8481/Robot-Framework-AI-Agent-Datadriver
This is an evolving toolkit focused on AI agent experiments that combine the... |
|
Experimental |
| 14 |
mabrains/chipro
Chipro First Agentic EDA Design System |
|
Experimental |
| 15 |
ZachariahRedfield/fawxzzy-playbook
Deterministic repo runtime and trust layer for humans and AI agents to... |
|
Experimental |
| 16 |
ZachariahRedfield/playbook
Deterministic repo runtime and trust layer for humans and AI agents to... |
|
Experimental |
| 17 |
devideamax/aerospace-team
12 AI rocket scientists in your terminal. Full satellite mission design from... |
|
Experimental |
| 18 |
PolakiniO/AI-Engineering-Playbook
Make AI coding agents behave like senior engineers - structured, consistent,... |
|
Experimental |
| 19 |
Ktulu-Analog/promethee-tools
Bibliothèque d'outils pour étendre le mode agentique de Prométhée. |
|
Experimental |
| 20 |
eyoellundberg/playbook-ml
AI agent that runs thousands of simulated scenarios overnight to train a... |
|
Experimental |
| 21 |
auditmos/brainstormer
Structured planning toolkit that takes ideas from rough concept to dev-ready... |
|
Experimental |
| 22 |
kilroycreative/Research-Compiler
Autonomous pipeline: research → lowering pass → factory compiler. Copy,... |
|
Experimental |
| 23 |
minhdqdev/x100-cli
Create high-grade software at speed with AI agent |
|
Experimental |
| 24 |
AliciaMMorgan/cross-industry-pm-playbook-ai-transformation
A practical, cross-industry project and program management playbook for... |
|
Experimental |
| 25 |
Richardmsbr/ai-software-factory
Enterprise AI Software Development Factory - Autonomous software development... |
|
Experimental |
| 26 |
Mohammadibrahim55/agents
🤖 Automate software development with 99 AI agents and 67 focused plugins for... |
|
Experimental |
| 27 |
cornhuskinghemophiliab653/agent-factory
Provide and generate AI agent prompts with industry guides, glossaries, and... |
|
Experimental |
| 28 |
macaron-software/software-factory
Multi-Agent Software Factory — Autonomous AI agents orchestrating the full... |
|
Experimental |
| 29 |
DevelopmentLife/autonomous-product-factory
Self-hosted multi-agent AI pipeline -- turn any idea into a merge-ready... |
|
Experimental |
| 30 |
NoaiRox/specialist-agent
Provide specialized AI agents that develop, review, debug, and deploy... |
|
Experimental |
| 31 |
yy4uic-ai/ai-handoff-format
AI Project Handoff Format — a structured JSON blueprint that allows one AI... |
|
Experimental |
| 32 |
NeoSkillFactory/react-prop-optimizer
Automatically analyzes React component prop usage patterns and generates... |
|
Experimental |
| 33 |
royavrahami/pm-intelligence-agent
Autonomous agent monitoring Project Management, Program Management, Agile &... |
|
Experimental |
| 34 |
WholeTroutMedia/creative-liberation-engine
The AI-Native Development Engine. 40+ specialized agents & LoRAs,... |
|
Experimental |
| 35 |
servika/ai-requirements-factory
Set of AI agents to build requirements and technical design |
|
Experimental |
| 36 |
human-pages-ai/hire-humans
Your AI agent can hire real humans for tasks it can't do alone. 5 playbooks... |
|
Experimental |
| 37 |
Mutfak-Yazilimevi/mutfak-ai-factory
AI destekli bir yazılım organizasyon sistemidir. Bu sistem, bir yazılım... |
|
Experimental |
| 38 |
apocys/fleetkit
⚡ Run a 5-person AI executive team. Brainstorms, standups, debates — zero... |
|
Experimental |
| 39 |
cyberxuan-XBX/AI-Agent-Playbook
Battle-tested guides, prompts, and frameworks for building reliable AI agent systems. |
|
Experimental |
| 40 |
Ansible-ServerAutomation/ai-agent-playbook-debugging
AI Agent for ansible playbook debugging and recommentaions |
|
Experimental |
| 41 |
jonnohuang/cat-ai-factory
Headless agent-driven AI content factory demonstrating ML infrastructure... |
|
Experimental |
| 42 |
AliciaMMorgan/AliciaMMorgan
PMP-certified innovation leader building cross-industry project management... |
|
Experimental |
| 43 |
griv32/agentic-proposal-generator
Agentic Proposal Generator: Multi-agent AI system using Claude Agent SDK... |
|
Experimental |
| 44 |
agent-sh/agent-sh.dev
Website and documentation for the agent-sh org — agentsys, agnix, and AI... |
|
Experimental |
| 45 |
AI-Hub-Admin/Craftsman-Agent
Craftsman Agent is an AI Agent that transforms your text prompts into 3D... |
|
Experimental |
| 46 |
lionellc/ai-rd-playbook
A bilingual playbook and blog for practical AI adoption in engineering teams. |
|
Experimental |
| 47 |
ai-mindset-org/pos-assessment
POS Stack Assessment — interactive playbook for building your Personal... |
|
Experimental |
| 48 |
12georgiadis/awesome-human-mcps
Curated list of MCP servers for AI-to-human task delegation. RentAHuman,... |
|
Experimental |
| 49 |
syncfusion/code-studio-library
Syncfusion Code Studio Library providing pre‑configured AI specialists... |
|
Experimental |
| 50 |
caribbeanai/aiplaybook
The Definitive Caribbean and Latin American A.I Playbook |
|
Experimental |
| 51 |
Cbut1881/AI-Team-Factory
AI Team Factory v1.0 — โรงงานผลิตทีม AI ครบวงจร สร้าง/จัดการ/ฝึกอบรม AI... |
|
Experimental |
| 52 |
jlawman/agent-playbook
AI-powered agent playbook generator CLI |
|
Experimental |
| 53 |
Rajathbharadwaj/ai-agent-playbook
The AI Agent Builder's Playbook - Digital Product |
|
Experimental |
| 54 |
pridiuksson/AI-Autonomous-Software-Factory
fully autonomous pipeline where AI agents design, build, and deploy software... |
|
Experimental |
| 55 |
TechNickAI/100x
AI agents that build other AI agents. Describe what you need, review the... |
|
Experimental |