wanshuiyin/Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent. observed · 2026-08-28
Health v2 · maintenance only
81/100
- Activity 99
- Release rhythm 98
- Longevity 12
Flags: young
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: 0.0
- age_days: 176
- days_rel: 12
- days_push: 7
- n_releases_24m: 41
Adoption not part of the score
15293 stars · 1340 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
ARIS is a collection of lightweight Markdown-only skills that turn LLM coding agents (Claude Code, Codex, Cursor, etc.) into autonomous ML research assistants. It provides cross-model review loops, research idea discovery, and experiment automation without any framework lock-in.
Use cases
- run autonomous ML research experiments overnight with an LLM agent
- set up cross-model paper review loops between Claude and Codex
- generate and triage research ideas with an AI agent
- automate ML experiment workflows inside Claude Code
- write and review research papers using agent skills
- use the same research methodology across different LLM coding tools
When to choose
- you already use Claude Code, Codex CLI, Cursor, or similar LLM agents and want research automation
- you want a framework-free, Markdown-only workflow you can adapt to any agent
- you need structured review loops and experiment automation for ML research
When to avoid
- you need a turnkey GUI or hosted research platform rather than agent skills
- your work is not ML/AI research oriented
- you are not comfortable driving experiments through a terminal-based LLM agent
Facets
plugin · maturity active
agent-framework prompt-engineering workflow-automation developer-tools artificial-intelligence machine-learning developer-tools cli cross-platform python claude-code-skills autonomous-research llm-agent-workflow paper-review idea-generation experiment-automation markdown-skills model-agnostic ai-agents research-automation
1 source
- readme: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep · fetched 2026-08-28 · f9ec368f0b65
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| wanshuiyin/Auto-claude-code-research-in-sleep | main | 81 |
For agents
markdown · JSON · MCP: product_card(name="wanshuiyin/Auto-claude-code-research-in-sleep")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem