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 54 agent playbook frameworks agents tracked. The highest-rated is playbooks-ai/playbooks at 49/100 with 67 stars.

Get all 54 projects as JSON

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#	Agent	Score	Tier	Stars	Language
1	playbooks-ai/playbooks ▶📚 Playbooks is a semantic programming system for AI agents	49	Emerging	67	Python
2	JohnCrickett/ai-assisted-engineering A Guide To AI-Assisted Software Engineering	42	Emerging	305	—
3	lee-to/ai-factory You want to build with AI, but setting up the right context, prompts, and...	40	Emerging	374	TypeScript
4	AliciaMMorgan/Innovation-In-Action Operationalizes PM insights through working agents grounded in GRC best...	40	Emerging	3	Jupyter Notebook
5	prikotov/task-agents-playbook AI-Assisted Development Playbook & Task-driven development methodology for AI-agents.	40	Emerging	12	PHP
6	InteractiveAgents/IAW IAW is an Orleans-based multi-agent runtime for .NET. Build intelligent...	40	Emerging	5	C#
7	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。	35	Emerging	10	PowerShell
8	jg8481/Robot-Framework-AI-Agent-Datadriver This is an evolving toolkit focused on AI agent experiments that combine the...	35	Emerging	10	HTML
9	illdynamics/qonqrete The first 100% file-based Local-First AgenticAI dev "construction yard",...	35	Emerging	8	Python
10	DUBSOpenHub/dark-factory 🏭 Agentic dark factory for AI building with sealed-envelope testing	35	Emerging	6	—
11	ntorga/agent-starter-kit The scaffold for your ultra-personalized, multi-model AI harness in pure...	34	Emerging	24	—
12	mabrains/chipro Chipro First Agentic EDA Design System	32	Emerging	1	—
13	coderefinery/coding-with-ai Responsible use of generative AI in assisted coding	29	Experimental	2	Python
14	minhdqdev/x100-cli Create high-grade software at speed with AI agent	28	Experimental	3	Python
15	Mr-Fang-VLSI/EDAgent EDAgent is a skill-based LLM agent designed to assist EDA research...	28	Experimental	4	Python
16	ZachariahRedfield/fawxzzy-playbook Deterministic repo runtime and trust layer for humans and AI agents to...	26	Experimental	2	TypeScript
17	devideamax/aerospace-team 12 AI rocket scientists in your terminal. Full satellite mission design from...	26	Experimental	9	Python
18	Ktulu-Analog/promethee-tools Bibliothèque d'outils pour étendre le mode agentique de Prométhée.	25	Experimental	1	Python
19	auditmos/brainstormer Structured planning toolkit that takes ideas from rough concept to dev-ready...	25	Experimental	1	—
20	PolakiniO/AI-Engineering-Playbook Make AI coding agents behave like senior engineers - structured, consistent,...	24	Experimental	2	—
21	AliciaMMorgan/cross-industry-pm-playbook-ai-transformation A practical, cross-industry project and program management playbook for...	24	Experimental	3	—
22	eyoellundberg/playbook-ml AI agent that runs thousands of simulated scenarios overnight to train a...	23	Experimental	1	Python
23	servika/ai-requirements-factory Set of AI agents to build requirements and technical design	22	Experimental	—	JavaScript
24	human-pages-ai/hire-humans Your AI agent can hire real humans for tasks it can't do alone. 5 playbooks...	22	Experimental	—	—
25	kilroycreative/Research-Compiler Autonomous pipeline: research → lowering pass → factory compiler. Copy,...	22	Experimental	—	Python
26	cornhuskinghemophiliab653/agent-factory Provide and generate AI agent prompts with industry guides, glossaries, and...	22	Experimental	—	Python
27	macaron-software/software-factory Multi-Agent Software Factory — Autonomous AI agents orchestrating the full...	22	Experimental	—	Python
28	DevelopmentLife/autonomous-product-factory Self-hosted multi-agent AI pipeline -- turn any idea into a merge-ready...	22	Experimental	—	Python
29	Mutfak-Yazilimevi/mutfak-ai-factory AI destekli bir yazılım organizasyon sistemidir. Bu sistem, bir yazılım...	21	Experimental	—	PowerShell
30	Ansible-ServerAutomation/ai-agent-playbook-debugging AI Agent for ansible playbook debugging and recommentaions	21	Experimental	—	—
31	yy4uic-ai/ai-handoff-format AI Project Handoff Format — a structured JSON blueprint that allows one AI...	21	Experimental	—	—
32	jonnohuang/cat-ai-factory Headless agent-driven AI content factory demonstrating ML infrastructure...	21	Experimental	—	Python
33	Mohammadibrahim55/agents 🤖 Automate software development with 99 AI agents and 67 focused plugins for...	21	Experimental	—	Python
34	NeoSkillFactory/react-prop-optimizer Automatically analyzes React component prop usage patterns and generates...	21	Experimental	—	JavaScript
35	apocys/fleetkit ⚡ Run a 5-person AI executive team. Brainstorms, standups, debates — zero...	21	Experimental	—	HTML
36	Richardmsbr/ai-software-factory Enterprise AI Software Development Factory - Autonomous software development...	21	Experimental	—	Python
37	NoaiRox/specialist-agent Provide specialized AI agents that develop, review, debug, and deploy...	21	Experimental	—	JavaScript
38	cyberxuan-XBX/AI-Agent-Playbook Battle-tested guides, prompts, and frameworks for building reliable AI agent systems.	21	Experimental	—	—
39	royavrahami/pm-intelligence-agent Autonomous agent monitoring Project Management, Program Management, Agile &...	21	Experimental	—	HTML
40	ZachariahRedfield/playbook Deterministic repo runtime and trust layer for humans and AI agents to...	21	Experimental	2	TypeScript
41	WholeTroutMedia/creative-liberation-engine The AI-Native Development Engine. 40+ specialized agents & LoRAs,...	19	Experimental	—	Python
42	AliciaMMorgan/AliciaMMorgan PMP-certified innovation leader building cross-industry project management...	19	Experimental	5	—
43	griv32/agentic-proposal-generator Agentic Proposal Generator: Multi-agent AI system using Claude Agent SDK...	19	Experimental	2	Python
44	agent-sh/agent-sh.dev Website and documentation for the agent-sh org — agentsys, agnix, and AI...	19	Experimental	4	CSS
45	lionellc/ai-rd-playbook A bilingual playbook and blog for practical AI adoption in engineering teams.	15	Experimental	1	TypeScript
46	Cbut1881/AI-Team-Factory AI Team Factory v1.0 — โรงงานผลิตทีม AI ครบวงจร สร้าง/จัดการ/ฝึกอบรม AI...	14	Experimental	—	Python
47	AI-Hub-Admin/Craftsman-Agent Craftsman Agent is an AI Agent that transforms your text prompts into 3D...	14	Experimental	1	Python
48	syncfusion/code-studio-library Syncfusion Code Studio Library providing pre‑configured AI specialists...	14	Experimental	—	—
49	ai-mindset-org/pos-assessment POS Stack Assessment — interactive playbook for building your Personal...	14	Experimental	—	HTML
50	caribbeanai/aiplaybook The Definitive Caribbean and Latin American A.I Playbook	13	Experimental	—	HTML
51	Rajathbharadwaj/ai-agent-playbook The AI Agent Builder's Playbook - Digital Product	13	Experimental	—	HTML
52	pridiuksson/AI-Autonomous-Software-Factory fully autonomous pipeline where AI agents design, build, and deploy software...	13	Experimental	—	TypeScript
53	jlawman/agent-playbook AI-powered agent playbook generator CLI	11	Experimental	—	TypeScript
54	TechNickAI/100x AI agents that build other AI agents. Describe what you need, review the...	10	Experimental	1	Python

Comparisons in this category

fawxzzy-playbook and playbook (26 vs 21)