AgentIndex icon
AgentIndex
agency-orchestrator logo
agency-orchestrator
★ 2.4k
vs
Auto-claude-code-research-in-sleep logo
Auto-claude-code-research-in-sleep
★ 17.9k

agency-orchestrator vs Auto-claude-code-research-in-sleep

agency-orchestrator: Agency Orchestrator enables multiple AI roles to automatically collaborate on complex tasks. Users simply describe their goal, and the system decomposes it, selects from 179 professional roles, and executes a directed acyclic graph (DAG) workflow in parallel. It supports 9 LLM providers, 6 of which require no API key, and offers both CLI and MCP Server modes for integration with AI coding tools.; Auto-claude-code-research-in-sleep: Auto-claude-code-research-in-sleep (ARIS) is a set of custom Claude Code skills for autonomous ML research workflows. It orchestrates cross-model collaboration, with Claude Code executing research tasks and an external LLM (like GPT-5.4) critically reviewing. This system can autonomously discover ideas, run experiments, and write/refine research papers, allowing researchers to wake up to ready-to-submit results.

01

TL;DR

agency-orchestrator logo
agency-orchestratorMulti-Agent · ★ 2.4k

Business plan generation (e.g., TikTok e-commerce opportunity analysis)

Read agency-orchestrator full review →
Auto-claude-code-research-in-sleep logo
Auto-claude-code-research-in-sleepWorkflow Automation · ★ 17.9k
When to choose:
  • You use Claude Code and want an autonomous skill loop for machine learning research that ideates, executes experiments, and reviews results overnight.
  • You want a dual-model peer-review mechanism where a secondary LLM audits research ideas and code before running.
When to skip:
  • You need an autonomous web-search deep research agent for general factual reports; GPT Researcher is tailored for text reports.
  • You do not use Claude Code CLI or prefer a graphical node-based workflow builder.
Read Auto-claude-code-research-in-sleep full review →
02

Side-by-Side Comparison

Field
agency-orchestrator logoagency-orchestrator
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
Category
Multi-Agent
Workflow Automation
Stars
★ 2.4k
★ 17.9k
License
Apache-2.0
MIT
Install Command
npm install -g agency-orchestrator
git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep.git && cp -r Auto-claude-code-research-in-sleep/skills/* ~/.claude/skills/ && npm install -g @openai/codex && claude mcp add codex -s user -- codex mcp-server
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-orchestration, ai-agents, aider
ai-research, ai-tools, aris
03

Features

agency-orchestrator logoagency-orchestrator
01One-sentence task decomposition and multi-role orchestration
02179 specialized AI roles for diverse expertise
03YAML-based zero-code workflow definition
049 LLM providers with 6 requiring no API key
05Automatic DAG parallelism and resume capability
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
0118 composable skills for flexible workflow chaining.
02Automated idea discovery including literature survey, brainstorming, novelty check, and GPU pilot experiments.
03Autonomous multi-round review loop to iteratively improve research with experiments.
04Comprehensive paper writing pipeline from narrative to submission-ready LaTeX/PDF.
05Cross-model collaboration for adversarial review, breaking single-model blind spots.
04

Use Cases

agency-orchestrator logoagency-orchestrator
↳Business plan generation (e.g., TikTok e-commerce opportunity analysis)
↳Product requirement review with cross-functional AI experts
↳Collaborative novel writing with narrative, psychology, and design roles
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
↳Explore new research areas and discover novel ideas through literature surveys and brainstorming.
↳Automate the iterative review and refinement of research projects, including running experiments, until submission-ready.
↳Transform research narratives into submission-ready academic papers with a full writing and formatting pipeline.
05

Best For

agency-orchestrator logoagency-orchestrator
—
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
Most PopularTrending
FAQ

FAQ

What is the difference between agency-orchestrator and Auto-claude-code-research-in-sleep?
Both agency-orchestrator and Auto-claude-code-research-in-sleep are in the Multi-Agent category. agency-orchestrator has 2.4k stars, while Auto-claude-code-research-in-sleep has 17.9k stars.
Which is better, agency-orchestrator or Auto-claude-code-research-in-sleep?
The best choice depends on your use case. Choose agency-orchestrator if Business plan generation (e.g., TikTok e-commerce opportunity analysis), and Auto-claude-code-research-in-sleep if Explore new research areas and discover novel ideas through literature surveys and brainstorming..
Is agency-orchestrator free or open source?
Yes, agency-orchestrator is open source on GitHub (Apache-2.0).
Is Auto-claude-code-research-in-sleep free or open source?
Yes, Auto-claude-code-research-in-sleep is open source on GitHub (MIT).
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