Workflows and orchestration: tools for developers

Orchestration, automation and design of technical or agentic workflows. An entry can appear under several use cases when its topics or description provide several explicit signals.

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157 entries in this view.

Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    Skill
    Active

    🎭 267 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 18 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 52 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉等）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。

    ShellLicense: MIT
    • agency-orchestrator
    • agent-definitions
    • ai-agents
    • ai-roles
    • chinese

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/jnMetaCode/agency-agents-zh ~/.claude/skills/agency-agents-zh

    20 293GitHub stars+206 (+1.0 %)
  2. 2

    Skill
    Active

    Skills to automate app store deployed and everything related to it using the asc cli

    PythonLicense: MIT
    • agent-skills
    • ai-skills
    • app-store-connect
    • apple
    • asc

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/rorkai/app-store-connect-cli-skills ~/.claude/skills/app-store-connect-cli-skills

    1 005GitHub stars+10 (+1.0 %)
  3. 3

    Other
    Active

    An open source GitOps control plane for OpenTofu & Ansible - provision, configure and deploy across cloud, on-prem and hybrid, self-hosted and forever free.

    PythonLicense: AGPL-3.0
    • ansible
    • automation
    • aws
    • ci-cd
    • dvops

    githubmeasured growthOpen source ↗

    215GitHub stars+2 (+0.94 %)
  4. 4

    Skill
    Active

    A curated list of awesome Agent Skills for automating legal work

    Python
    • agent-skills
    • automation
    • law
    • legal-work
    • workflows

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/lawve-ai/awesome-legal-skills ~/.claude/skills/awesome-legal-skills

    678GitHub stars+6 (+0.89 %)
  5. 5

    Skill
    Active

    A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows.

    JavaScriptLicense: MIT
    • agent-skills
    • agentic-workflows
    • ai-agents
    • automation
    • codex

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/Forward-Future/loopy ~/.claude/skills/loopy

    3 104GitHub stars+27 (+0.88 %)
  6. 6

    Skill
    Active

    Real time communication for agents. Wake on message, channels, DMs and actions. Useful for orchestrating agents.

    TypeScriptLicense: Apache-2.0
    • agent
    • agent-collaboration
    • agent-communication
    • agent-skills
    • agentic-ai

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/AgentWorkforce/relay ~/.claude/skills/relay

    812GitHub stars+7 (+0.87 %)
  7. 7

    Other
    Active

    Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

    TypeScript
    • agent
    • agentic-ai
    • agentic-framework
    • agentic-workflow
    • ai

    githubmeasured growthOpen source ↗

    154 474GitHub stars+623 (+0.40 %)
  8. 8

    Other
    Active

    Run your dbt Core or dbt Fusion projects as Apache Airflow DAGs and Task Groups with a few lines of code

    PythonLicense: Apache-2.0
    • airflow
    • airflow-operators
    • apache-airflow
    • dbt
    • python

    githubmeasured growthOpen source ↗

    1 256GitHub stars+5 (+0.40 %)
  9. 9

    MCP
    Active

    Trigger.dev – build and deploy fully‑managed AI agents and workflows

    TypeScriptLicense: Apache-2.0
    • ai
    • ai-agent-framework
    • ai-agents
    • automation
    • background-jobs

    githubmeasured growthOpen source ↗

    16 215GitHub stars+56 (+0.35 %)
  10. 10

    Library
    Active

    Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

    TypeScriptLicense: Apache-2.0
    • automation
    • chrome
    • chromium
    • e2e-testing
    • electron

    githubmeasured growthOpen source ↗

    95 643GitHub stars+291 (+0.31 %)
  11. 11

    Library
    Active

    Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

    PythonLicense: Apache-2.0
    • automation
    • data
    • data-engineering
    • data-ops
    • data-science

    githubmeasured growthOpen source ↗

    23 783GitHub stars+67 (+0.28 %)
  12. 12

    MCP
    Active

    Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

    TypeScript
    • ai
    • apis
    • automation
    • cli
    • data-flow

    githubmeasured growthOpen source ↗

    203 380GitHub stars+561 (+0.28 %)
  13. 13

    Skill
    Active

    OmO: Drop your tokens. Ultrawork. Done.

    TypeScript
    • ai
    • ai-agents
    • anthropic
    • chatgpt
    • claude

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/code-yeongyu/oh-my-openagent ~/.claude/skills/oh-my-openagent

    68 701GitHub stars+188 (+0.27 %)
  14. 14

    Agent
    Active

    FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex…

    TypeScript
    • agent
    • claude
    • deepseek
    • llm
    • mcp

    githubmeasured growthOpen source ↗

    29 575GitHub stars+77 (+0.26 %)
  15. 15

    Other
    Active

    An orchestration platform for the development, production, and observation of data assets.

    PythonLicense: Apache-2.0
    • analytics
    • dagster
    • data-engineering
    • data-integration
    • data-orchestrator

    githubmeasured growthOpen source ↗

    16 109GitHub stars+36 (+0.22 %)
  16. 16

    Other
    Active

    Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for…

    PythonLicense: Apache-2.0
    • agent-framework
    • agentic-ai
    • agentic-rag
    • agents
    • ai

    githubmeasured growthOpen source ↗

    26 419GitHub stars+57 (+0.22 %)
  17. 17

    Other
    Active

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    PythonLicense: Apache-2.0
    • airflow
    • apache
    • apache-airflow
    • automation
    • dag

    githubmeasured growthOpen source ↗

    46 735GitHub stars+93 (+0.20 %)
  18. 18

    Other
    Active

    Automated Penetration Testing Framework - Open-Source Vulnerability Scanner - Vulnerability Management

    PythonLicense: Apache-2.0
    • automation
    • bruteforce
    • cve
    • hacking-tools
    • information-gathering

    githubmeasured growthOpen source ↗

    5 553GitHub stars+11 (+0.20 %)
  19. 19

    Other
    Active

    Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.

    TypeScriptLicense: Apache-2.0
    • agent-workflow
    • agentic-workflow
    • agents
    • ai
    • aiagents

    githubmeasured growthOpen source ↗

    29 544GitHub stars+53 (+0.18 %)
  20. 20

    App
    Active

    A Kubernetes Helm chart for n8n - a workflow automation tool. Easily automate tasks across different services on self hosted onKubernetes

    Go TemplateLicense: Apache-2.0
    • helm-chart
    • kubernetes
    • n8n
    • self-hosted
    • workflow

    githubmeasured growthOpen source ↗

    705GitHub stars+1 (+0.14 %)
  21. 21

    Other
    Active

    Terraform Pull Request Automation

    GoLicense: Apache-2.0
    • atlantis
    • automation
    • devops
    • go
    • golang

    githubmeasured growthOpen source ↗

    9 280GitHub stars+13 (+0.14 %)
  22. 22

    Other
    Active

    Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

    JavaLicense: Apache-2.0
    • ai-agents
    • automation
    • control-plane
    • data-engineering
    • data-orchestration

    githubmeasured growthOpen source ↗

    27 991GitHub stars+39 (+0.14 %)

Learning resources

Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

  1. 1

    agent-systems-handbook

    Agent
    ActiveOpen source ↗

    A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and…

    MDX
    • a2a
    • agent-framework
    • agent-memory
    • agentic-ai
    • agentic-workflow
    githubResourcemeasured growth
    316GitHub stars+3 (+0.96 %)
  2. 2

    ai-coding-project-boilerplate

    Skill
    ActiveOpen source ↗

    Agentic coding TypeScript boilerplate for Claude Code: sub-agent workflows with built-in quality checks and context engineering.

    JavaScriptLicense: MIT
    • agent-skills
    • agentic-ai
    • agentic-workflow
    • ai-agents
    • anthropic
    github

    Install git clone https://github.com/shinpr/ai-coding-project-boilerplate ~/.claude/skills/ai-coding-project-boilerplate

    Resourcemeasured growth
    228GitHub stars+2 (+0.88 %)
  3. 3

    pro-workflow

    Skill
    ActiveOpen source ↗

    Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested skills.

    JavaScript
    • agent-orchestration
    • ai-agents
    • ai-coding
    • ai-workflow
    • claude
    github

    Install /plugin marketplace add rohitg00/pro-workflow

    Resourcemeasured growth
    2 808GitHub stars+16 (+0.57 %)