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 105 agentic team frameworks tools tracked. 1 score above 50 (established tier). The highest-rated is Haaaiawd/ANWS at 62/100 with 128 stars and 1,490 monthly downloads.
Get all 105 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=prompt-engineering&subcategory=agentic-team-frameworks&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
Haaaiawd/ANWS
🚀 A spec-driven workflow framework for AI-assisted development. Empowers... |
|
Established |
| 2 |
Azure/intelligent-app-workshop
Immersive workshop showcasing the remarkable potential of integrating SoTA... |
|
Emerging |
| 3 |
Cranot/agi-in-md
Cognitive prisms for structural analysis — any domain, any model. 1000+... |
|
Emerging |
| 4 |
Haaaiawd/Antigravity-Workflow-System
🚀 A spec-driven workflow framework for AI-assisted development. Empowers... |
|
Emerging |
| 5 |
aidalinfo/tsai-registry
tsai-registry is an open source, community-driven registry of agents,... |
|
Emerging |
| 6 |
aws-samples/sample-badgers
Guidance on deploying a generative AI document analysis with Amazon Bedrock... |
|
Emerging |
| 7 |
sanarberkebayram/btw
Bring The Workflow - AI-aware agent, file, and workflow package manager |
|
Emerging |
| 8 |
pguso/ai-agents-saas-edition
Real-world patterns for shipping AI agents to production. Learn versioning,... |
|
Emerging |
| 9 |
aicgen/aicgen
AI Config Generator |
|
Emerging |
| 10 |
calcosmic/Aether
Artifical Ecology For Thought and Emergent Reasoning. A multi-agent... |
|
Emerging |
| 11 |
AndreaGriffiths11/agent-context-system
Utilities for managing agent memory, context windows, and task-focused state |
|
Emerging |
| 12 |
LivingFramework/LivingFramework.github.io
CLAUDE COWORK Governance templates for Claude Cowork — built from empirical... |
|
Emerging |
| 13 |
hipocap/hipocap
An opensource DevSecOps Layer for your AI agent. Governance, Custom Guard... |
|
Emerging |
| 14 |
netshdev/codingwithagent
Production-ready coding standards for AI coding agents (Cursor, Windsurf,... |
|
Experimental |
| 15 |
DevontiaW/ai-strategy-field-guide
A vendor-neutral, pattern-first AI strategy playbook by Textstone Labs.... |
|
Experimental |
| 16 |
ferrosasfp/nexus-agile
AI-driven software development methodology, anti-hallucination pipeline with... |
|
Experimental |
| 17 |
lim8603/cowork-context-template
Reusable AI-Human cowork templates for project-level context engineering. |
|
Experimental |
| 18 |
MagicKidd/Rokid-agentic-workflow
探索在日常开发中，让 AI 编程助手保持上下文连贯与执行纪律的协作工作流。Exploring practical collaboration... |
|
Experimental |
| 19 |
Yasas9029/ai-design-engineering-cc-plugins
🛠️ Build resilient agentic applications with AI-driven personas that guide... |
|
Experimental |
| 20 |
moneyjarrod/BOND
A governed runtime for persistent human-AI collaboration |
|
Experimental |
| 21 |
Alvi560/deliberate-agentic-development
🚀 Streamline AI coding with structured workflows, human oversight, and... |
|
Experimental |
| 22 |
liutiger/ai-collab-skill-playbook
A public playbook for turning prompts into governed AI development... |
|
Experimental |
| 23 |
AyrtonSenna-coder/ai-dev-standards-initiative
A suite of documents defining standards and frameworks for effective,... |
|
Experimental |
| 24 |
ekayaprod/jules-agent-roster
The master roster of specialized 'Plus' agents for Jules AI. Features the... |
|
Experimental |
| 25 |
ChetanSarda99/openOrchyStraw
Get multiple AI agents working on the same codebase. Markdown prompts + bash... |
|
Experimental |
| 26 |
nayyarsan/reflexloop
Self-refining AI agents for software development — critique every session,... |
|
Experimental |
| 27 |
jbrahy/meta-agent-teams
An open framework for building self-improving AI agent teams. Includes a... |
|
Experimental |
| 28 |
yingxiaoshuai/openspec-reverse-engineering-skill
Reverse engineer existing code into OpenSpec archive changes,... |
|
Experimental |
| 29 |
KirKruglov/ai-workspace-os
Structured operating system for non-technical professionals working with AI agents |
|
Experimental |
| 30 |
TatsuKo-Tsukimi/agent-charter
Pre-flight governance skills for OpenClaw. A harness engineering toolkit for... |
|
Experimental |
| 31 |
pbierkortte/ai-runbook
A personal collection of AI agent skills and prompts |
|
Experimental |
| 32 |
ChBrain/KAIHACKS
Kais Artifical Intelligences - Human Agent Collaboration Knoweldge Stack |
|
Experimental |
| 33 |
setner111/Disciplined-AI-Software-Development
🤖 Streamline AI software projects with a structured methodology that tackles... |
|
Experimental |
| 34 |
SEPTMOON/planning-with-files
📄 Transform your workflow with persistent markdown files for planning,... |
|
Experimental |
| 35 |
nzkbuild/antigravity-optimizer
Antigravity-first skill router that auto-selects skills and generates... |
|
Experimental |
| 36 |
Ippollo/Specwright
A spec-driven development framework for AI coding assistants. From... |
|
Experimental |
| 37 |
gigantiumweb/ai-dev-standards-initiative
🔧 Develop robust, ethical AI software standards to enhance efficiency and... |
|
Experimental |
| 38 |
seanf-ai/OpenSpecPowers
OpenSpecPowers: a spec-driven AI development framework with built-in quality gates. |
|
Experimental |
| 39 |
GrekosTheJogurt/antigravity-workspace-manager
Manage and organize project workspaces while dynamically injecting relevant... |
|
Experimental |
| 40 |
1kurepin/agentify
Tool-agnostic framework for AI-agent-ready projects: safe defaults, project... |
|
Experimental |
| 41 |
fmind/ai-coding-5xp-template
A boilerplate and reference guide demonstrating the 5xP Context Framework... |
|
Experimental |
| 42 |
luccapinto/agentic-data-kit
The definitive AI Toolkit for Data Engineering & Analytics. Pre-configured... |
|
Experimental |
| 43 |
lim8603/cowork-context-framework
Reusable AI–human collaboration frameworks for project‑level context engineering. |
|
Experimental |
| 44 |
shaligg/ai-workflow-templates
⚡️ Tiered AI Agent workflows (L1-L3) for autonomous coding. Standardized... |
|
Experimental |
| 45 |
CRAFTFramework/craft-framework
CRAFT Framework — Configurable Reusable AI Framework Technology for Claude... |
|
Experimental |
| 46 |
FadhilSyauqiRamadhan/imguno-playbook
Provide reusable AI engineering playbooks and skills to streamline and scale... |
|
Experimental |
| 47 |
MattMagg/agent-harness
Agent harness docs for AI coding workflows: principles, checklists,... |
|
Experimental |
| 48 |
Hans11609/planning-with-files
🗂️ Transform your workflow with persistent markdown files for planning,... |
|
Experimental |
| 49 |
arturmq26/agentic-field-manual
🚀 Prevent failures in production AI systems with this manual, offering... |
|
Experimental |
| 50 |
XxYouDeaDPunKxX/SensecraftXStudio
A compact kernel for more disciplined, bounded, and reviewable AI behavior... |
|
Experimental |
| 51 |
danilocaffaro/ai-agent-team-guide
Build your personal AI agent team in 30 minutes. Free templates + workflows. |
|
Experimental |
| 52 |
Alaslani/AI-Framework
A battle-tested framework for AI-assisted development. Session handoffs,... |
|
Experimental |
| 53 |
sezersivri/agentsouls
Persistent identity, knowledge, and memory for AI agent teams — built on... |
|
Experimental |
| 54 |
laugiov/agentic-dev-framework
Methodology framework for AI-assisted software development. Checkpoints,... |
|
Experimental |
| 55 |
jevierra/ai-workforce-framework
Open-source framework for building persistent AI employees with personality,... |
|
Experimental |
| 56 |
PSthelyBlog/ai-dev-standards-initiative
A suite of documents defining standards and frameworks for effective,... |
|
Experimental |
| 57 |
kchoover14/document-validation-bedrock
Serverless document validation and auditing pipeline using Claude 3 Haiku... |
|
Experimental |
| 58 |
imguno/imguno-playbook
A collection of production-ready AI engineering skills and playbooks. |
|
Experimental |
| 59 |
VDanchAI/ai-office-framework
10 specialized AI agents for marketing and content — architecture, knowledge... |
|
Experimental |
| 60 |
oleksiitrembach/gigaspec
The first MCP-native specification framework for AI coding agents. |
|
Experimental |
| 61 |
webkubor/ai-modification-skill
AI-Native Workspace Transformation Protocol. Automates documentation... |
|
Experimental |
| 62 |
Dragoon0x/agency-os
The org chart is dead. The directory is the new company. 24 AI agents across... |
|
Experimental |
| 63 |
jsaonlineuk/halo-ticket-agent
Policy-driven ticket cleaner + second-line troubleshooting suggestions for... |
|
Experimental |
| 64 |
anilsil/sequential-multi-model-cofing-pipeline
Prompt orchestrator for governed multi-model-agent coding workflows,... |
|
Experimental |
| 65 |
Swissola/AI_Collaboration_System
Friction-driven framework for AI collaboration. Start with essential... |
|
Experimental |
| 66 |
sebamar88/safe-refactor-engine
Language-agnostic skill for safe AI-assisted refactoring with clarification... |
|
Experimental |
| 67 |
onestardao/WFGY_Troubleshooting_Atlas_Index
Quick entry for the WFGY AI Troubleshooting Atlas. Fast links, quick start,... |
|
Experimental |
| 68 |
mukulsinghal001/multi-agent-workflow
Multi-Agent Workflow is a powerful, privacy-compliant demonstration of how... |
|
Experimental |
| 69 |
beviah/agentic-projects
Projects generated by an experimental agentic software engineering framework... |
|
Experimental |
| 70 |
dddabtc/atlas-evolution
Governed evolution layer for OpenClaw and Atlas Memory: runtime ingest,... |
|
Experimental |
| 71 |
commerce-atoms/agents
Reusable AI agents and editor rules for building scalable ecommerce systems. |
|
Experimental |
| 72 |
jdugarte/agentic-guild
An open-source software engineering operating system for AI-assisted... |
|
Experimental |
| 73 |
Simulationable/MultiAgentOrchestration
🚀 This is MultiAgentOrchestration. We built it to [short goal — e.g., speed... |
|
Experimental |
| 74 |
fissafissaintoki/gosseos-framework
Operatorzentrierte KI-Framework für Orchestrierung, Governance,... |
|
Experimental |
| 75 |
RichardZak70/AI-Core-Standards
Opinionated core standards, schemas, and audits for production-grade... |
|
Experimental |
| 76 |
luisabwk/kraken
🦑 Release the Kraken! A 3-layer architecture template for reliable AI agents... |
|
Experimental |
| 77 |
agenticloops-ai/agentic-apps-internals
AI Agents internals - system prompts, tool architectures, and implementation patterns |
|
Experimental |
| 78 |
ottlseo/bedrock-ai-tutor
Simple GenAI Demo with AWS CDK using Anthropic Claude 3.0 Haiku & 3.5 Sonnet |
|
Experimental |
| 79 |
jenna-winkler/ai-power-user-playbook
A community-driven playbook of strategies and prompt patterns for... |
|
Experimental |
| 80 |
matoushavlena/beeai-requirement-agent-examples
11 examples showing how to guide AI agent behavior in BeeAI using... |
|
Experimental |
| 81 |
JAYNESH777/CxMS
🗂️ Manage AI context seamlessly with CxMS, ensuring persistent memory for... |
|
Experimental |
| 82 |
asboyer/continuity-template
A stack-neutral project template for agentic coding with persistent memory,... |
|
Experimental |
| 83 |
ArthurShafer/agentic-ai-architecture
Architecture patterns for production agentic AI systems — multi-tool agent... |
|
Experimental |
| 84 |
AwalTerminal/awal-ai-components-registry
Shared AI skills registry for Awal Terminal — auto-detected per project stack |
|
Experimental |
| 85 |
Ezekiel1214/dev-agent-suite
7 AI dev agents in one HTML file with hosted trial, BYOK, and workflow handoffs. |
|
Experimental |
| 86 |
DonitaSalonga/PUP-Buddy-System-
Simple agentic AI architected using Langflow. |
|
Experimental |
| 87 |
qwedaqwewq32/meta-agent-teams
Build and evolve AI agent teams using human feedback, with roles, auditing,... |
|
Experimental |
| 88 |
dugsiii/Inquiryon-workflows
Plug-and-play Human-In-The-Loop integration of agentic workflows |
|
Experimental |
| 89 |
jj-valentine/agentic-team
Self-curating agentic workflow for Anthropic Claude Code; manages prime... |
|
Experimental |
| 90 |
helgklaizar/antigravity-ai-framework
Google Antigravity IDE: An autonomous AI ecosystem designed for Technical... |
|
Experimental |
| 91 |
D-Ankita/AI-Orchestration-Playbook
Production patterns for AI orchestration — schema-guided generation,... |
|
Experimental |
| 92 |
armorwallet/agent-blueprints
This is a repo for Agent Blueprints for customization of Agents. |
|
Experimental |
| 93 |
atakanatali/agent-behavior-development
ABD: A development paradigm where the primary refactoring target is agent... |
|
Experimental |
| 94 |
rahuldongre-us/idp-bedrock
An end-to-end serverless pipeline for Intelligent Document Processing (IDP)... |
|
Experimental |
| 95 |
kalcorn/ai-cognitive-framework
🧠 An open-source framework and CLI tool to systematically enhance AI... |
|
Experimental |
| 96 |
BeckettFrey/doc-weaver-agent
Template-based markdown hydration with tunable length & context flow |
|
Experimental |
| 97 |
Roger-luo/agx
agx is a Rust CLI for project-local RFC and skill workflows. |
|
Experimental |
| 98 |
anouar1991/agentic-design-patterns-website
Interactive learning platform for 21 agentic AI design patterns — diagrams,... |
|
Experimental |
| 99 |
CRAFTFramework/CRAFT-Framework-Alpha
Launching CRAFT Framework Alpha. What if AI could understand Object-Oriented... |
|
Experimental |
| 100 |
vishnuvardhanburri/ai-system-ownership
End-to-end ownership of production AI systems: architecture, risk... |
|
Experimental |
| 101 |
iamaanahmad/everything-antigravity
The definitive collection of production-ready agents, skills, and... |
|
Experimental |
| 102 |
AgentBase1/registry
AgentBase — open registry of agent instruction files for AI agents |
|
Experimental |
| 103 |
muratesenli/composable-product-specs
A framework for writing product specs that humans and AI can actually understand. |
|
Experimental |
| 104 |
AsiaOstrich/universal-doc-standards
Universal, language-agnostic documentation standards for software projects |
|
Experimental |
| 105 |
Akshitha0118/Google-AntiGravity
Google - AntiGravity |
|
Experimental |