Auto-claude-code-research-in-sleep (ARIS ⚔️🌙)

<p align="center"> <a href="https://huggingface.co/papers/2605.03042"> <img src="docs/hf_daily_paper_1.svg" alt="Hugging Face Daily Paper · #1 Paper of the Day" width="360"> </a> </p>

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🌱 ARIS is a methodology, not a platform. What matters is the research workflow — take it wherever you go.

💡 Use ARIS as a skill-based workflow in Claude Code / Codex CLI / Cursor / Trae / Antigravity / GitHub Copilot CLI / OpenClaw / DeepSeek Harness — enjoy any way you like!<br>The executor drives, an independent model (Codex MCP by default) reviews. Alternative model combinations, including ModelScope-hosted models, need no Claude or OpenAI API.

📦 Those are the skills installed directly. Want it in one command? ARIS also ships as a standalone CLI and as plugins: · · ·

❗ codex-cli 0.154.0 removed codex mcp-server — the entry point every ARIS reviewer call used. No impact on ARIS: the codex MCP server is now ARIS's own bridge over codex exec (mcp-servers/codex-exec/), same tools, same results, all 82 skills unchanged, ultra and per-thread resume intact. One re-registration is all it takes — already installed? → Quick Start step 2b · new install → step 2 · what changed.

🧩 The ARIS family — same method, other jobs. One line each; the details live in their own repos.

— EasyAIOffer: 34 bilingual ML / LLM interview cheat sheets on one page — derivations, from-scratch PyTorch, 25 questions each. 希望大家秋招轻松一点 🌱

· — two sides of one disease. HERO: a ~550-token block for CLAUDE.md / AGENTS.md against the four shapes agents over-defend in (Hashing, Edge cases, Rubrics, Overbuild), bounding what the agent proposes, never what it looks for. Anti-Autoresearch: 61 integrity signals into a deterministic, reviewer-ready report — fabrication forensics, not an AI-text detector.

— ARIS goes multimodal: a rough story in, a movie told in still frames out, every scene checked by another model; the same loop draws clean method diagrams (/method-figure).

— a tiny always-on-top macOS widget that lights up 🔴 when a session waits for your approval; cd aris-monitor && ./run.sh. Many windows? Claude Fleet by @tianyilt is the full dashboard.

🔥 ARIS-Code CLI — 独立安装版 · English | ⬇️ Download · — v0.4.27: launching and quitting the REPL leaves no empty session file. v0.4.26: the fable alias and /model now point at Fable 5.1 (default stays Opus 5). v0.4.25: the Codex reviewer works again on codex-cli ≥ 0.154 (built-in codex exec bridge, nothing to register), /since takes you back to your last input, /resume lists sessions by index, Windows multi-line paste fixed (pending confirmation), 83 bundled skills on GPT-6-Astra.

<details><summary>ARIS-Code — screenshot, what's in v0.4.27, per-release details, older versions</summary> <p align="center"><img src="docs/aris-code-banner.png" width="100%" alt="ARIS-Code CLI terminal — Auto Research in Sleep"></p>

📰 ARIS-Code v0.4.27 (2026-09) — latest: launching and quitting the REPL no longer leaves an empty session file, and /resume lists only sessions with messages (#439 follow-up). v0.4.26 made Fable 5.1 the fable alias and the first /model entry (the default executor stays Opus 5). v0.4.25 is the reviewer-bridge release: codex-cli 0.154 removed codex mcp-server, so every Codex review from ARIS-Code died on an updated codex. The reviewer now runs over a built-in codex exec bridge — no mcpServers.codex entry, old entries migrate in memory, thread records interoperate with ARIS's Python bridge. Also: /since replays everything after your last input (folded like the live display, /since full for complete output), /resume lists sessions with indices and shows where you stopped (#439), Windows multi-line paste no longer submits line by line (#430, pending confirmation), the Windows shim message carries the native installer (#428), and the bundle moves to 83 skills on GPT-6-Astra. Recent headliners: v0.4.24 — Claude 5 model refresh (Opus 5 default, Fable 5 tier, availability chain) and v0.4.23 — output folding. Caps a 23-release run (v0.4.5 → v0.4.27); per-release detail below. Credits: @GetIT-Sunday, @Anduin9527, @GO-player-hhy, @Jxy-yxJ, @screw-44, @StevenUST, @opposj, @ShijunLei-cn, @algojogacor, @YukinoshitaLove, @jinliye-2026, @SajimJC.

<details><summary>Per-release details (v0.4.5 → v0.4.27)</summary>

v0.4.27 (2026-09-19) — launching and quitting the REPL no longer leaves an empty session file; /resume lists only sessions with messages (#439 follow-up).

v0.4.26 (2026-09-16) — Fable 5.1: the fable alias now resolves to claude-fable-5-1, /model lists Fable 5.1 first (Fable 5 stays selectable) and the system-prompt identity names it; the default executor remains claude-opus-5 (the Mythos tier is $10/$50 vs Opus 5's $5/$25, so the default does not move). Saved executor_model values are ids, not aliases, and are untouched. Pricing already matched on fable; a test pins 5.1. Tests unchanged (aris-cli 225 + 4 e2e / runtime 252 / tools 71 / commands 6). Codex MCP (gpt-6-astra xhigh) gate: GO.

v0.4.25 (2026-09-16) — the reviewer-bridge release. codex-cli 0.154 removed codex mcp-server, the entry point ARIS-Code's aris setup had written into settings.json for every Codex review; on an updated codex every review call died. Built-in codex exec bridge: mcp__codex__codex / codex-reply run as codex exec --json with nothing to register — no settings entry, a legacy codex mcp-server entry is migrated in memory (env, -c defaults, requestTimeoutSecs, trust kept), an explicit Python-bridge entry is used as configured, thread records share ~/.codex/state/codex-exec/threads/ with the Python bridge, 1800 s budget for ultra audits, ARIS_CODEX_BRIDGE=0 restores the old path; aris doctor prints the effective backend. Found on the way: the model never received a Codex result's threadId (it lives only in structuredContent), so codex-reply could not continue a thread — results now start with a threadId: line. /since [full] replays the user's last input and everything after it with the live formatters (display only; after /resume and in --resume batch mode too); a dim hint after turns with ≥ 8 tool calls (ARIS_TURN_SUMMARY=0). #430 Windows consoles deliver no paste event, so each pasted line became its own Enter — lines are now merged into the input and never auto-submitted, Ctrl+C discards the rest (ARIS_PASTE_BURST=0; inferred from crossterm's source, pending confirmation on a Windows machine). #439 /resume lists sessions with [n] indices and ages and accepts an index, a unique id prefix or a path; the last turn is replayed after loading. #428 the .cmd-shim message carries the official native installer one-liner. Bundle 81→83 (pin 3e49e63 → 4734364): /proof-orchestrator, /research-implement-feature, 32 helpers (+review_gate.py, `copi