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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159 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

    The multi-agent harness that checks the work: verifies agent runs by artifacts (stop-hook gates, independent judges, append-only event logs) across Claude Code, Codex, Cursor, and 10+ runtimes.

    TypeScriptLicense: MIT
    • agent-harness
    • agent-skills
    • agentic-coding
    • ai-agents
    • claude-code

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/first-fluke/oh-my-agent ~/.claude/skills/oh-my-agent

    1 256GitHub stars+8 (+0.64 %)
  2. 2

    Other
    Active

    Complete container management platform

    GoLicense: Apache-2.0
    • cattle
    • containers
    • docker
    • kubernetes
    • orchestration

    githubmeasured growthOpen source ↗

    25 883GitHub stars+11 (+0.04 %)
  3. 3

    Other
    Active

    The complete load testing platform. Everything you need for production-grade load tests. Serverless & distributed. Load test with Playwright. Load test HTTP APIs, GraphQL, WebSocket, and more. Use any Node.js module.

    TypeScriptLicense: MPL-2.0
    • api
    • automation
    • aws
    • browser
    • fargate

    githubmeasured growthOpen source ↗

    9 066GitHub stars+8 (+0.09 %)
  4. 4

    Other
    Active

    Workflow Engine for Kubernetes

    GoLicense: Apache-2.0
    • airflow
    • argo
    • argo-workflows
    • batch-processing
    • cloud-native

    githubmeasured growthOpen source ↗

    16 945GitHub stars+8 (+0.05 %)
  5. 5

    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 ↗

    214GitHub stars+2 (+0.94 %)
  6. 6

    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+2 (+0.28 %)
  7. 7

    Other
    Active

    pre-commit git hooks to take care of Terraform configurations 🇺🇦

    ShellLicense: MIT
    • automation
    • code-style
    • git-hooks
    • hacktoberfest
    • hooks

    githubmeasured growthOpen source ↗

    3 762GitHub stars+2 (+0.05 %)
  8. 8

    Other
    Active

    Maestro: Netflix’s Workflow Orchestrator

    JavaLicense: Apache-2.0
    • agentic-workflow
    • analytics
    • automation
    • batch-processing
    • dag

    githubmeasured growthOpen source ↗

    3 831GitHub stars+2 (+0.05 %)
  9. 9

    Library
    UnknownLast commit: unavailable

    Programmatically author, schedule and monitor data pipelines

    • airflow
    • automation
    • dag
    • data
    • orchestration

    pypimeasured growthOpen source ↗

    Install pip install apache-airflow

    1 843 267downloads over 7 days-2 040 184 (-52.5 %)
  10. 10

    Agent
    Active

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

    PythonLicense: Apache-2.0
    • agent
    • ai
    • chatbot
    • enterprise
    • finetune

    githubmeasured growthOpen source ↗

    11 912GitHub stars-1 (-0.008 %)
  11. 11

    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 251GitHub starsstable
  12. 12

    Agent
    Active

    AI Agent Toolkit 2026: Smart Device Control for iOS & Android

    HTML
    • adb
    • agentic-ai
    • agents
    • ai-agents
    • android-emulator

    githubmeasured growthOpen source ↗

    119GitHub starsstable

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
    317GitHub stars+4 (+1.3 %)
  2. 2

    systemprompt-template

    MCP
    ActiveOpen source ↗

    AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a single compiled Rust binary that authenticates, authorises, rate-limits, logs, and costs every AI interaction. Self-hosted, air-gap capable,…

    Rust
    • a2a
    • agent-orchestration
    • agentic-ai
    • ai-agents
    • ai-governance
    githubResourcemeasured growth
    28GitHub stars+1 (+3.7 %)
  3. 3

    claude-memory-kit

    Skill
    ActiveOpen source ↗

    Memory for Claude Code that survives the session boundary — install the plugin into any repo: a hot cache injected every session under three hook-enforced caps, per-session handoffs, audit-driven promotion into knowledge and rules, plus…

    PythonLicense: MIT
    • agent-memory
    • agent-orchestration
    • ai-agent
    • ai-tools
    • anthropic
    github

    Install /plugin marketplace add awrshift/claude-memory-kit

    Resourcemeasured growth
    31GitHub stars+1 (+3.3 %)
  4. 4

    trending-claude-skills

    MCP
    ActiveOpen source ↗

    Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes

    Python
    • ai-agents
    • ai-coding
    • ai-development
    • ai-tools
    • ai-workflow
    githubResourcemeasured growth
    34GitHub stars+1 (+3.0 %)
  5. 5

    cc-best

    Skill
    ActiveOpen source ↗

    🎭 cc-best: Turn Claude Code into a full dev team — PM→Lead→Dev→QA autonomous workflow. 44 commands · 19 skills · 8 agents · 43 rules · 30 hooks · auto-learning pipeline. | 一个插件，完整开发团队。

    JavaScriptLicense: MIT
    • agentic-coding
    • ai-agent
    • ai-coding
    • anthropic
    • auto-learning
    github

    Install /plugin marketplace add xiaobei930/cc-best

    Resourcemeasured growth
    50GitHub stars+1 (+2.0 %)
  6. 6

    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
    227GitHub stars+1 (+0.44 %)
  7. 7

    awesome-agent-orchestration

    Agent
    DormantOpen source ↗

    ⭐ Curated list of AI Agent frameworks: AutoGen, CrewAI, MetaGPT, LangGraph, Swarms. Multi-Agent Systems, Swarm Intelligence, A2A Protocol, MCP Protocol. LLM Agents, Agentic AI, Agent Workflows.

    • a2a-protocol
    • agent-orchestration
    • ai-agent
    • autogen
    • awesome-list
    githubResourcemeasured growth
    37GitHub starsstable
  8. 8

    spec-flow

    Skill
    DormantOpen source ↗

    A Claude Code skill for structured, spec-driven development with phase-by-phase workflow and living documentation

    ShellLicense: MIT
    • ai-skill
    • claude
    • claude-code
    • claude-code-skills
    • claude-skill
    github

    Install git clone https://github.com/echoVic/spec-flow ~/.claude/skills/spec-flow

    Resourcemeasured growth
    32GitHub starsstable
  9. 9

    summoner-agents

    Agent
    DormantOpen source ↗

    A collection of Summoner clients and agents featuring example implementations and reusable templates

    PythonLicense: Apache-2.0
    • a2a-protocol
    • agent-to-agent
    • agentic
    • agentic-ai
    • agentic-framework
    githubResourcemeasured growth
    24GitHub starsstable
  10. 10

    claude-wiki

    Skill
    ActiveOpen source ↗

    Official Claude Documentation - Converted to 2000+ Markdown Files - All documentation sourced from first party sources- 24 categories - refreshed daily, multi-agent orchestration

    HTML
    • agents-sdk
    • anthropic
    • anthropic-api
    • claude
    • claude-ai
    github

    Install /plugin marketplace add johnzfitch/claude-wiki

    Resourcemeasured growth
    21GitHub starsstable
  11. 11

    claude-skills-kit

    Skill
    ActiveOpen source ↗

    70+ curated agent skills for Claude Cowork and Claude.ai — ready-to-use tools for non-technical users: project management, productivity, and AI workflow automation

    License: MIT
    • agent-skills
    • agentic-skills
    • ai
    • ai-agents
    • ai-skills
    github

    Install git clone https://github.com/KirKruglov/claude-skills-kit ~/.claude/skills/claude-skills-kit

    Resourcemeasured growth
    18GitHub starsstable
  12. 12

    Agentic_AI_Engineer

    Agent
    ActiveOpen source ↗

    My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.

    Jupyter NotebookLicense: MIT
    • a2a-protocol
    • agent-orchestration
    • ai-guardrails
    • fastapi
    • kubernetes
    githubResourcemeasured growth
    18GitHub starsstable
  13. 13

    ottonomous

    Skill
    ActiveOpen source ↗

    Set of Claude Code skills for product development

    JavaScriptLicense: MIT
    • claude-code
    • claude-code-plugin
    • code-generation
    • code-review
    • documentation
    github

    Install /plugin marketplace add brsbl/ottonomous

    Resourcemeasured growth
    15GitHub starsstable