$git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep💡 *Use ARIS as a skill-based workflow in Claude Code / Codex CLI / Cursor / Trae / Antigravity / [GitHub Copil
| 1 | # Auto-claude-code-research-in-sleep (ARIS ⚔️🌙) |
| 2 | |
| 3 | <p align="center"> |
| 4 | <a href="https://huggingface.co/papers/2605.03042"> |
| 5 | <img src="docs/hf_daily_paper_1.svg" alt="Hugging Face Daily Paper · #1 Paper of the Day" width="360"> |
| 6 | </a> |
| 7 | </p> |
| 8 | |
| 9 | [](https://huggingface.co/papers/2605.03042) · [](https://wanshuiyin.github.io/Auto-claude-code-research-in-sleep/ARIS_INTRO.html) · [](docs/aris_intro_slides.pdf) · [](AGENT_GUIDE.md) · [](https://mp.weixin.qq.com/s/tDniVryVGjDkkkWl-5sTkQ) · [](https://github.com/VoltAgent/awesome-agent-skills) · [-orange?style=flat)](https://aidigitalcrew.com) · [](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/stargazers) · [💬 Join Community](#community) · [](#citation) |
| 10 | |
| 11 | 💡 *Use ARIS as a skill-based workflow in [Claude Code](https://docs.anthropic.com/en/docs/claude-code) / [Codex CLI](skills/skills-codex/) / [Cursor](docs/CURSOR_ADAPTATION.md) / [Trae](docs/TRAE_ARIS_RUNBOOK_EN.md) / [Antigravity](docs/ANTIGRAVITY_ADAPTATION.md) / [GitHub Copilot CLI](docs/COPILOT_CLI_ADAPTATION.md) / [OpenClaw](docs/OPENCLAW_ADAPTATION.md), or get the full experience with the standalone **[ARIS-Code](docs/ARIS-Code-README_EN.md)** CLI — enjoy any way you like!* |
| 12 | |
| 13 | 🌱 *ARIS is a methodology, not a platform. What matters is the research workflow — take it wherever you go.* |
| 14 | |
| 15 | 🤖 **AI agents:** Read [`AGENT_GUIDE.md`](AGENT_GUIDE.md) instead — structured for LLM consumption, not human browsing. |
| 16 | |
| 17 | 🛡️ **ARIS audits its own output → now [Anti-Autoresearch](https://github.com/wanshuiyin/Anti-Autoresearch) audits everyone's.** It catalogs **46 integrity hack-patterns across 8 families (A–H), plus 13 zero-verdict-weight AI-style impressions and 2 advisory signals — 61 signals total** — and checks a submission for them **end-to-end**, producing a deterministic, reviewer-ready integrity report. *Self-consistency + fabrication forensics, **not** an AI-text detector.* |
| 18 | |
| 19 | <p align="center"><em>The field has put up with unreliable autoresearch long enough —<br>Anti-Autoresearch is the read that finally catches it.</em></p> |
| 20 | |
| 21 | 🎬 **ARIS goes multimodal → [ARIS-Movie-Director](https://github.com/wanshuiyin/ARIS-Movie-Director)** — hand it a rough story and get back a movie told in still frames, checked scene by scene (the reference run has 19 scenes). |
| 22 | Long stories usually break when the model forgets earlier details or judges its own work — so ARIS keeps a research-wiki for memory and has other models check every frame. |
| 23 | |
| 24 | <p align="center"> |
| 25 | <a href="https://github.com/wanshuiyin/ARIS-Movie-Director"> |
| 26 | <img src="docs/aris-movie-director-method.png" alt="ARIS-Movie-Director method — the audited spiral: authored source of truth (asset library · outline · storyboard · comic.json) → per-panel image_gen + cross-model panel_gate (blind token-diff, single-vote veto) → research-wiki audit trace → |