Skill collection
wanshuiyin/Auto-claude-code-research-in-sleep agent skills
- skills
- 26
- GitHub stars
- 17k
GitHub description: “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.”
- Stars
- 17,205 (1,445 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Mar 2026
- ai-research
- autonomous-agent
- claude-code
- codex
- mcp
- ml-research
- paper-review
- research-automation
- ai-tools
- claude
- gpt
- llm
- machine-learning
- openai
- paper-writing
- claude-code-skills
Install all skills
npx skills add wanshuiyin/Auto-claude-code-research-in-sleepAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in wanshuiyin/Auto-claude-code-research-in-sleep, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Builds an academic conference poster as a single HTML and CSS file with measurement-based gates, real paper figures and a print-ready PDF rendered through headless Chromium. | wanshuiyin/ | 17k | 1 repo | ~4.5k | Automated safety check: Notes | MIT | 3 days ago |
| 2 | Runs a mathematical proof project as a stateful pipeline of run directories: a local attempt first, then a manual GPT Pro handoff package, with an optional DeepSeek audit. | wanshuiyin/ | 17k | 1 repo | ~4.7k | Automated safety check: Pass | MIT | 3 days ago |
| 3 | Render an ARIS Markdown / JSON artifact (IDEAREPORT, AUTOREVIEW, KILLARGUMENT, PAPERPLAN, research-wiki state, etc.) into a single-file HTML view designed for human reading. | wanshuiyin/ | 17k | 1 repo | ~5.4k | Automated safety check: Notes | MIT | 3 days ago |
| 4 | Audit experiment integrity before claiming results. An agent skill from wanshuiyin/Auto-claude-code-research-in-sleep. | wanshuiyin/ | 17k | 1 repo | ~2.7k | Automated safety check: Notes | MIT | 3 days ago |
| 5 | Run the Anti-Autoresearch integrity-forensics DETERMINISTIC slice (numeric core + rules-only reporter) against a paper via a SHA-pinned thin launcher, then convert the verdict into a typed policy… | wanshuiyin/ | 17k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 6 | Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). | wanshuiyin/ | 17k | 1 repo | ~3.3k | Automated safety check: Notes | MIT | 3 days ago |
| 7 | Privileged applier that LANDS meta-optimize / corpus-audit patches the user approved, with a fresh landing review and human approval. | wanshuiyin/ | 17k | 1 repo | ~2.1k | Automated safety check: Notes | MIT | 3 days ago |
| 8 | Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. | wanshuiyin/ | 17k | 1 repo | ~3.5k | Automated safety check: Notes | MIT | 3 days ago |
| 9 | Search GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources for software errors, compatibility problems, API usage questions, and… | wanshuiyin/ | 17k | 1 repo | ~3.7k | Automated safety check: Pass | MIT | 3 days ago |
| 10 | 10.Wiki Enrich Fill in the per-paper TODO sections of research-wiki/papers/<slug.md pages that literature-ingest skills leave as bare scaffolds. | wanshuiyin/ | 17k | 1 repo | ~4.1k | Automated safety check: Notes | MIT | 3 days ago |
| 11 | Plans the ablation studies a paper needs after main results support its claim: Codex designs them like a reviewer, Claude Code checks feasibility and runs them. | wanshuiyin/ | 17k | — | ~1.3k | Automated safety check: Notes | MIT | 3 days ago |
| 12 | Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong… | wanshuiyin/ | 17k | 1 repo | ~7.7k | Automated safety check: Notes | MIT | 3 days ago |
| 13 | Rigorous mathematical proof verification and fixing workflow. | wanshuiyin/ | 17k | 1 repo | ~7.3k | Automated safety check: Notes | MIT | 3 days ago |
| 14 | Audit experiment integrity before claiming results. An agent skill from wanshuiyin/Auto-claude-code-research-in-sleep. | wanshuiyin/ | 17k | — | ~3.2k | Automated safety check: Notes | MIT | 3 days ago |
| 15 | Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about… | wanshuiyin/ | 17k | — | ~4.2k | Automated safety check: Notes | MIT | 3 days ago |
| 16 | Develop and verify a mathematical proof in Lean, continue an incomplete Lean project, or audit whether it proves the original statement. | wanshuiyin/ | 17k | — | ~5.4k | Automated safety check: Notes | MIT | 3 days ago |
| 17 | 17.Meta Apply Privileged applier that LANDS meta-optimize / corpus-audit patches the user approved — the ONLY skill permitted to mutate the skill corpus from a self-modification proposal, with cross-model jury… | wanshuiyin/ | 17k | — | ~2k | Automated safety check: Notes | MIT | 3 days ago |
| 18 | Get a deep critical review of research from an external reviewer backend (Codex or manual). | wanshuiyin/ | 17k | — | ~3.1k | Automated safety check: Notes | MIT | 3 days ago |
| 19 | 19.Paper Poster DEPRECATED — superseded by /paper-poster-html. An agent skill from wanshuiyin/Auto-claude-code-research-in-sleep. | wanshuiyin/ | 17k | 1 repo | ~206 | Automated safety check: Pass | MIT | 3 days ago |
| 20 | Rigorous mathematical proof verification and fixing workflow. | wanshuiyin/ | 17k | — | ~14k | Automated safety check: Notes | MIT | 3 days ago |
| 21 | Build a working artifact from a plain "implement X for me" request: a running end-to-end spine first, then one feature per rung, with every under-determined decision written to an assumption ledger… | wanshuiyin/ | 17k | — | ~7.8k | Automated safety check: Notes | MIT | 3 days ago |
| 22 | Build a working artifact from a plain "implement X for me" request: a running end-to-end spine first, then one feature per rung, with every under-determined decision written to an assumption ledger… | wanshuiyin/ | 17k | — | ~5.3k | Automated safety check: Notes | MIT | 3 days ago |
| 23 | Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. | wanshuiyin/ | 17k | 1 repo | ~6.9k | Automated safety check: Warn | MIT | 3 days ago |
| 24 | Workflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. | wanshuiyin/ | 17k | 1 repo | ~13k | Automated safety check: Warn | MIT | 3 days ago |
| 25 | Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. | wanshuiyin/ | 17k | 1 repo | ~5.8k | Automated safety check: Warn | MIT | 3 days ago |
| 26 | Autonomous multi-round research review loop. An agent skill from wanshuiyin/Auto-claude-code-research-in-sleep. | wanshuiyin/ | 17k | — | ~17k | Automated safety check: Warn | MIT | 3 days ago |
Questions, answered from the data.
What is the best skill in wanshuiyin/Auto-claude-code-research-in-sleep?
Academic Poster Builder from wanshuiyin/Auto-claude-code-research-in-sleep ranks first of the 26 skills in wanshuiyin/Auto-claude-code-research-in-sleep listed here, with the highest score: its repository has 17k GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 4.5k tokens and it has informational notes only in the automated safety check. Next come Proof Run Orchestrator and Render HTML.
Are the skills in wanshuiyin/Auto-claude-code-research-in-sleep official?
None yet. All 26 skills in wanshuiyin/Auto-claude-code-research-in-sleep listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from wanshuiyin/Auto-claude-code-research-in-sleep?
Run npx skills add wanshuiyin/Auto-claude-code-research-in-sleep in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.