Agentic Team Frameworks Prompt Engineering Tools

Methodologies and operating systems for organizing multiple AI agents into coordinated teams with defined roles, workflows, governance, and persistent state management. Does NOT include single-agent prompt engineering, general multi-agent orchestration platforms, or individual coding assistants.

There are 62 agentic team frameworks tools tracked. 2 score above 50 (established tier). The highest-rated is Haaaiawd/ANWS at 57/100 with 128 stars.

Get all 62 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=prompt-engineering&subcategory=agentic-team-frameworks&limit=20"

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# Tool Score Tier
1 Haaaiawd/ANWS

πŸš€ A spec-driven workflow framework for AI-assisted development. Empowers...

57
Established
2 Azure/intelligent-app-workshop

Immersive workshop showcasing the remarkable potential of integrating SoTA...

54
Established
3 Cranot/agi-in-md

Cognitive prisms for structural analysis β€” any domain, any model. 1000+...

49
Emerging
4 Haaaiawd/Antigravity-Workflow-System

πŸš€ A spec-driven workflow framework for AI-assisted development. Empowers...

45
Emerging
5 sanarberkebayram/btw

Bring The Workflow - AI-aware agent, file, and workflow package manager

36
Emerging
6 pguso/ai-agents-saas-edition

Real-world patterns for shipping AI agents to production. Learn versioning,...

36
Emerging
7 aicgen/aicgen

AI Config Generator

35
Emerging
8 LivingFramework/LivingFramework.github.io

CLAUDE COWORK Governance templates for Claude Cowork β€” built from empirical...

35
Emerging
9 aws-samples/sample-badgers

Guidance on deploying a generative AI document analysis with Amazon Bedrock...

34
Emerging
10 hipocap/hipocap

An opensource DevSecOps Layer for your AI agent. Governance, Custom Guard...

32
Emerging
11 AyrtonSenna-coder/ai-dev-standards-initiative

A suite of documents defining standards and frameworks for effective,...

30
Emerging
12 netshdev/codingwithagent

Production-ready coding standards for AI coding agents (Cursor, Windsurf,...

29
Experimental
13 lim8603/cowork-context-template

Reusable AI-Human cowork templates for project-level context engineering.

26
Experimental
14 ferrosasfp/nexus-agile

AI-driven software development methodology, anti-hallucination pipeline with...

26
Experimental
15 laugiov/agentic-dev-framework

Methodology framework for AI-assisted software development. Checkpoints,...

24
Experimental
16 fmind/ai-coding-5xp-template

A boilerplate and reference guide demonstrating the 5xP Context Framework...

24
Experimental
17 moneyjarrod/BOND

A governed runtime for persistent human-AI collaboration

24
Experimental
18 liutiger/ai-collab-skill-playbook

A public playbook for turning prompts into governed AI development...

24
Experimental
19 pbierkortte/ai-runbook

A personal collection of AI agent skills and prompts

23
Experimental
20 ChBrain/KAIHACKS

Kais Artifical Intelligences - Human Agent Collaboration Knoweldge Stack

23
Experimental
21 nayyarsan/reflexloop

Self-refining AI agents for software development β€” critique every session,...

22
Experimental
22 jevierra/ai-workforce-framework

Open-source framework for building persistent AI employees with personality,...

22
Experimental
23 VDanchAI/ai-office-framework

10 specialized AI agents for marketing and content β€” architecture, knowledge...

22
Experimental
24 imguno/imguno-playbook

A collection of production-ready AI engineering skills and playbooks.

22
Experimental
25 PSthelyBlog/ai-dev-standards-initiative

A suite of documents defining standards and frameworks for effective,...

22
Experimental
26 CRAFTFramework/craft-framework

CRAFT Framework β€” Configurable Reusable AI Framework Technology for Claude...

22
Experimental
27 nzkbuild/antigravity-optimizer

Antigravity-first skill router that auto-selects skills and generates...

21
Experimental
28 arturmq26/agentic-field-manual

πŸš€ Prevent failures in production AI systems with this manual, offering...

21
Experimental
29 webkubor/ai-modification-skill

AI-Native Workspace Transformation Protocol. Automates documentation...

21
Experimental
30 gigantiumweb/ai-dev-standards-initiative

πŸ”§ Develop robust, ethical AI software standards to enhance efficiency and...

21
Experimental
31 FadhilSyauqiRamadhan/imguno-playbook

Provide reusable AI engineering playbooks and skills to streamline and scale...

21
Experimental
32 seanf-ai/OpenSpecPowers

OpenSpecPowers: a spec-driven AI development framework with built-in quality gates.

21
Experimental
33 Dragoon0x/agency-os

The org chart is dead. The directory is the new company. 24 AI agents across...

21
Experimental
34 oleksiitrembach/gigaspec

The first MCP-native specification framework for AI coding agents.

21
Experimental
35 luccapinto/agentic-data-kit

The definitive AI Toolkit for Data Engineering & Analytics. Pre-configured...

21
Experimental
36 ottlseo/bedrock-ai-tutor

Simple GenAI Demo with AWS CDK using Anthropic Claude 3.0 Haiku & 3.5 Sonnet

21
Experimental
37 jenna-winkler/ai-power-user-playbook

A community-driven playbook of strategies and prompt patterns for...

20
Experimental
38 rahuldongre-us/idp-bedrock

An end-to-end serverless pipeline for Intelligent Document Processing (IDP)...

19
Experimental
39 anilsil/sequential-multi-model-cofing-pipeline

Prompt orchestrator for governed multi-model-agent coding workflows,...

18
Experimental
40 RichardZak70/AI-Core-Standards

Opinionated core standards, schemas, and audits for production-grade...

17
Experimental
41 agenticloops-ai/agentic-apps-internals

AI Agents internals - system prompts, tool architectures, and implementation patterns

16
Experimental
42 sebamar88/safe-refactor-engine

Language-agnostic skill for safe AI-assisted refactoring with clarification...

15
Experimental
43 kalcorn/ai-cognitive-framework

🧠 An open-source framework and CLI tool to systematically enhance AI...

15
Experimental
44 onestardao/WFGY_Troubleshooting_Atlas_Index

Quick entry for the WFGY AI Troubleshooting Atlas. Fast links, quick start,...

15
Experimental
45 Akshitha0118/Google-AntiGravity

Google - AntiGravity

14
Experimental
46 BeckettFrey/doc-weaver-agent

Template-based markdown hydration with tunable length & context flow

14
Experimental
47 fissafissaintoki/gosseos-framework

Operatorzentrierte KI-Framework fΓΌr Orchestrierung, Governance,...

14
Experimental
48 dddabtc/atlas-evolution

Governed evolution layer for OpenClaw and Atlas Memory: runtime ingest,...

14
Experimental
49 anouar1991/agentic-design-patterns-website

Interactive learning platform for 21 agentic AI design patterns β€” diagrams,...

14
Experimental
50 Roger-luo/agx

agx is a Rust CLI for project-local RFC and skill workflows.

14
Experimental
51 helgklaizar/antigravity-ai-framework

Google Antigravity IDE: An autonomous AI ecosystem designed for Technical...

14
Experimental
52 AwalTerminal/awal-ai-components-registry

Shared AI skills registry for Awal Terminal β€” auto-detected per project stack

14
Experimental
53 DonitaSalonga/PUP-Buddy-System-

Simple agentic AI architected using Langflow.

14
Experimental
54 AsiaOstrich/universal-doc-standards

Universal, language-agnostic documentation standards for software projects

13
Experimental
55 CRAFTFramework/CRAFT-Framework-Alpha

Launching CRAFT Framework Alpha. What if AI could understand Object-Oriented...

13
Experimental
56 asboyer/continuity-template

A stack-neutral project template for agentic coding with persistent memory,...

13
Experimental
57 iamaanahmad/everything-antigravity

The definitive collection of production-ready agents, skills, and...

13
Experimental
58 AgentBase1/registry

AgentBase β€” open registry of agent instruction files for AI agents

13
Experimental
59 JAYNESH777/CxMS

πŸ—‚οΈ Manage AI context seamlessly with CxMS, ensuring persistent memory for...

13
Experimental
60 muratesenli/composable-product-specs

A framework for writing product specs that humans and AI can actually understand.

13
Experimental
61 bassem-elsodany/agentic_design_patterns

Agentic Design Patterns for LLM Workflows β€” A curated collection of...

11
Experimental
62 GuojialeGeographer/Academic-Reference-Assistant

A smart assistant powered by Large Language Models to transform messy...

10
Experimental