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deli-autoresearch

100 / 100 · Low risk

Fine to try.

By rongxinzy/RongxinAI (GitHub) · research · 162 stars · scanned at commit 95313ba

A protocol framework for long-horizon autonomous research tasks. Targets three empirically-observed failure modes — cognitive loops, stalling, runtime fragility — by prescribing state management, stall detection, and watchdog mechanisms. Use when the user asks for academic research, literature surveys, paper writing, or any unattended multi-day research task. Triggers: academic research, 学术研究, literature review, 文献综述, paper writing, 论文写作, ICLR survey, autonomous research.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'deli-autoresearch' ] || [ -L ~/.agents/skills/'deli-autoresearch' ]; then echo 'A skill folder named deli-autoresearch already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/rongxinzy/RongxinAI' "$d" && git -C "$d" checkout --quiet '95313ba7e60af96e152aa42321640b4de7782f4e' -- 'SKILLs/deli-autoresearch' && mkdir -p ~/.agents/skills && cp -R "$d"/'SKILLs/deli-autoresearch' ~/.agents/skills/'deli-autoresearch' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'deli-autoresearch' ~/.claude/skills/'deli-autoresearch' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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