Agent skill

Research Claw

by AlphaLab-USTC in AlphaLab-USTC/ResearchClaw

Complete AI research assistant with 6 core capabilities: paper discovery, deep reading notes, reading list management, research taste learning, idea generation, and paper writing.

MITAuto-check passedResearch & Science

Install Research Claw

skills CLI
$ npx skills add AlphaLab-USTC/ResearchClaw --skill research-claw -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install AlphaLab-USTC/ResearchClaw research-claw --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
research-claw
GitHub stars
134
Token cost
~578 tokens
SKILL.md length
142 words
Files
26
Skills in repo
7
Repo updated
First seen
Licence
MIT

At a glance

Complete AI research assistant with 6 core capabilities: paper discovery, deep reading notes, reading list management, research taste learning, idea generation, and paper writing.

  • Paper recommendation
  • SKILL.md covers Skills, Quick Reference, Shared Config and Install
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • 帮我安装 ResearchClaw

What it does

Research Claw is an agent skill from AlphaLab-USTC/ResearchClaw. Complete AI research assistant with 6 core capabilities: paper discovery, deep reading notes, reading list management, research taste learning, idea generation, and paper writing. Trigger words: 论文推荐, paper recommendation, arXiv, 读论文, paper notes, DNL, 推荐今日论文, 每日论文, 帮我读一下, paper scout, 论文速读, 帮我安装 ResearchClaw, research claws, researchclaw, 加入待读, 我的论文列表, reading list, 标记已读, 更新我的研究画像, 我的研究画像, research profile, 给我一些研究灵感, idea generator, 跨论文分析, 帮我写论文, paper writing, 论文大纲, 写引言, rebuttal.

Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. The skill folder holds 29 other files (for example `README.md`, `docs/config.md` and `docs/install.md`).

It sits in Research & Science, covering Deep research, Academic paper search and Scientific writing. It works with arXiv. The repository describes itself as: 上朝式科研:AI-powered research workflow showcase. The licence is MIT.

When your agent uses it

  • Paper recommendation
  • 帮我安装 ResearchClaw
  • Research profile

Example prompts

  • “/research-claw”

What it can do on your machine

Read from SKILL.md and the folder at commit 9d64c4b. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Research Claw loads about 578 tokens when it runs. Until then it costs about 125 tokens; SKILL.md has 142 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~125
When it runs · the whole SKILL.md, loaded when a task matches
~578

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from AlphaLab-USTC/ResearchClaw at commit 9d64c4b, republished under its MIT licence (© AlphaLab-USTC). 142 words, ~578 tokens.

Download SKILL.mdSave it as .claude/skills/research-claw/SKILL.md (or your agent's skills folder). This skill also uses 25 other files; get the full folder from GitHub.
name
research-claw
description
Complete AI research assistant with 6 core capabilities: paper discovery, deep reading notes, reading list management, research taste learning, idea generation, and paper writing. Trigger words: 论文推荐, paper recommendation, arXiv, 读论文, paper notes, DNL, 推荐今日论文, 每日论文, 帮我读一下, paper scout, 论文速读, 帮我安装 ResearchClaw, research claws, researchclaw, 加入待读, 我的论文列表, reading list, 标记已读, 更新我的研究画像, 我的研究画像, research profile, 给我一些研究灵感, idea generator, 跨论文分析, 帮我写论文, paper writing, 论文大纲, 写引言, rebuttal.

ResearchClaw v3.1 — Modular Research Assistant

ResearchClaw is a complete AI research companion with 6 atomic skills. Each skill is self-contained and can be used independently.

Skills

#SkillDirectoryWhat it does
1Paper Scout 📡skills/paper-scout/Daily arXiv paper discovery with personalized ranking
2Paper Reader 📝skills/paper-reader/Deep reading → markdown deep notes (default) or HTML page
3Reading List 📋skills/reading-list/Kanban paper management + HTML dashboard
4Research Profile 🧠skills/research-profile/Research taste profile + visualization
5Idea Generator 💡skills/idea-generator/Cross-paper insights → research idea proposals
6Paper Writer 📄skills/paper-writer/Outline → draft → auto-review → rebuttal

Quick Reference

Say thisSkill triggered
推荐今日论文Paper Scout
帮我读一下 [arXiv link]Paper Reader
加入待读 [link]Reading List
我的论文列表Reading List
我的研究画像Research Profile
给我一些研究灵感Idea Generator
论文大纲 [idea]Paper Writer
rebuttal [comments]Paper Writer

Shared Config

  • Research profile: ~/.openclaw/workspace/research-claw-config.md
  • Reading list data: ~/.openclaw/workspace/research-claw-reading-list.json
  • HTML output: ~/.openclaw/workspace/research-claw-output/
  • Templates: templates/ (paper-note, reading-list, research-profile)

Install

帮我安装 ResearchClaw:https://raw.githubusercontent.com/AlphaLab-USTC/ResearchClaw/main/docs/install.md

© AlphaLab-USTC, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 25 other files in the repository root of AlphaLab-USTC/ResearchClaw.

  • SKILL.md
  • LICENSE
  • README.md
  • SKILL.md.bak
  • docs/config.md
  • docs/install.md
  • index.html
  • research-profile-example.md
  • showcase/case1-daily-signal-brief.html
  • showcase/case2-paper-reading-notes.html
  • showcase/case3-research-proposal.html
  • showcase/case4-multi-agent-codebase.html
  • showcase/demo-paper-note.html
  • showcase/demo-reading-list.html
  • showcase/demo-research-profile.html
  • skills/README.md
  • templates/paper-note.html
  • … and 9 more

Open the folder on GitHubat commit 9d64c4b

Compare with similar skills

Research Claw next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Research Claw compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Research Claw this skillAlphaLab-USTC/ResearchClaw134—~578Automated safety check: PassMIT
Scientific Writingneflibata-feng/MyArxiv-Agent12618 repos~8.4kAutomated safety check: NotesMIT
Paper NavigatorEvoScientist/EvoSkills478—~6.3kAutomated safety check: NotesApache-2.0
Academic Researchvoidful/academic-skills135—~887Automated safety check: PassMIT
Paper NavigatorAI4Scientist/nano-scientist128—~7.7kAutomated safety check: NotesNone
Citation ManagementK-Dense-AI/claude-scientific-writer2.4k2 repos~3.9kAutomated safety check: NotesMIT

Similar skills

  • Scientific Writing

    neflibata-feng/MyArxiv-Agent

    Core skill for the deep research and writing tool. An agent skill from neflibata-feng/MyArxiv-Agent.

    126 GitHub starsUsed in 18 repos~8.4k tokens
    Research & ScienceAuto-check: notes
  • Paper Navigator

    EvoScientist/EvoSkills

    Find and read academic papers (S2 + arXiv). An agent skill from EvoScientist/EvoSkills.

    478 GitHub stars~6.3k tokensUpdated 9 days ago
    Research & ScienceAuto-check: notes
  • Academic Research

    voidful/academic-skills

    Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan…

    135 GitHub stars~887 tokensUpdated 6 mo ago
    Research & ScienceAuto-check passed
  • Paper Navigator

    AI4Scientist/nano-scientist

    Find and read academic papers: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA)…

    128 GitHub stars~7.7k tokensUpdated 4 mo ago
    Research & ScienceAuto-check: notes
  • Citation Management

    K-Dense-AI/claude-scientific-writer

    Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.

    2.4k GitHub starsUsed in 2 repos~3.9k tokens
    Research & ScienceAuto-check: notes
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More from AlphaLab-USTC/ResearchClaw

  • Idea Generator

    AlphaLab-USTC/ResearchClaw

    Analyze connections across read papers and generate actionable research ideas.

    134 GitHub stars~1.1k tokensUpdated 6 mo ago
    Auto-check passed
  • Paper Reader

    AlphaLab-USTC/ResearchClaw

    Deep-read an arXiv paper and generate structured Deep Note reading notes.

    134 GitHub stars~1.6k tokensUpdated 6 mo ago
    Auto-check passed
  • Paper Scout

    AlphaLab-USTC/ResearchClaw

    Discover and recommend latest arXiv papers matching user research interests.

    134 GitHub stars~1.4k tokensUpdated 6 mo ago
    Auto-check passed
  • Paper Writer

    AlphaLab-USTC/ResearchClaw

    Help write research papers: outline, draft sections, auto-review, and rebuttal.

    134 GitHub stars~2.7k tokensUpdated 6 mo ago
    Auto-check passed
  • Reading List

    AlphaLab-USTC/ResearchClaw

    Manage a personal reading list with kanban-style statuses and HTML dashboard.

    134 GitHub stars~1.6k tokensUpdated 6 mo ago
    Auto-check passed
  • Research Profile

    AlphaLab-USTC/ResearchClaw

    Maintain and visualize the user research preference profile.

    134 GitHub stars~1.8k tokensUpdated 6 mo ago
    Auto-check passed

Works with

Questions about Research Claw

What does Research Claw do?

Complete AI research assistant with 6 core capabilities: paper discovery, deep reading notes, reading list management, research taste learning, idea generation, and paper writing. Research Claw is an agent skill from AlphaLab-USTC/ResearchClaw. Complete AI research assistant with 6 core capabilities: paper discovery, deep reading notes, reading list management, research taste learning, idea generation, and paper writing.

When should I use Research Claw?

Research Claw fits situations like: paper recommendation; 帮我安装 ResearchClaw; research profile.

How do I install Research Claw in Claude Code?

Run `npx skills add AlphaLab-USTC/ResearchClaw --skill research-claw -a claude-code`. Or copy the skill folder (the AlphaLab-USTC/ResearchClaw repository) into .claude/skills/research-claw in your project. Claude Code loads it when a task matches its description.

How do I install Research Claw in Codex?

Run `npx skills add AlphaLab-USTC/ResearchClaw --skill research-claw -a codex`. Or copy the skill folder (the AlphaLab-USTC/ResearchClaw repository) into .agents/skills/research-claw in your project. Codex loads it when a task matches its description.

Can I use Research Claw in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AlphaLab-USTC/ResearchClaw --skill research-claw -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-claw, .gemini/skills/research-claw, .github/skills/research-claw and .opencode/skills/research-claw in your project.

What does Research Claw need to run?

SKILL.md names no scripts, command-line tools or credentials: Research Claw is instructions for the agent only.

Does Research Claw access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Research Claw safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Research Claw use?

Research Claw is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Research Claw use?

About 578 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Research Claw?

Skills that share tags, products or a category with Research Claw: Scientific Writing (neflibata-feng/MyArxiv-Agent, 126 stars), Paper Navigator (EvoScientist/EvoSkills, 478 stars), Academic Research (voidful/academic-skills, 135 stars) and Paper Navigator (AI4Scientist/nano-scientist, 128 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Research Claw?

AlphaLab-USTC (a GitHub user) maintains it in AlphaLab-USTC/ResearchClaw, which has 134 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on April 7, 2026.

Source: AlphaLab-USTC/ResearchClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.