Agent skill

Research Tools Router

by wentorai in wentorai/Research-Claw

科研工具能力入口:文档解析、OCR、知识图谱、代码执行与数据采集。Use for research software, diagrams, scraping, notebooks, OCR, and graphs.

Custom licenceAuto-check passedDocuments & Office

Install Research Tools Router

skills CLI
$ npx skills add wentorai/Research-Claw --skill research-tools-router -a claude-code

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

GitHub CLI
$ gh skill install wentorai/Research-Claw research-tools-router --agent claude-code

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

Manual copy
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research-tools-router .claude/skills/research-tools-router && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

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

Facts

Skill name
research-tools-router
GitHub stars
858
Token cost
~172 tokens
SKILL.md length
75 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

科研工具能力入口:文档解析、OCR、知识图谱、代码执行与数据采集。Use for research software, diagrams, scraping, notebooks, OCR, and graphs.

  • Works in 3 steps: Call skill_search with the artifact… → Select one stable Skill ID from the… → Call skill_load for exactly that ID.
  • Research software
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Diagrams

What it does

Research Tools Router is an agent skill from wentorai/Research-Claw. 科研工具能力入口:文档解析、OCR、知识图谱、代码执行与数据采集。Use for research software, diagrams, scraping, notebooks, OCR, and graphs.

Its SKILL.md is about 170 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Documents & Office, covering Diagrams and Web scraping. The repository describes itself as: In the AI era, why can't everyone be a Principal Investigator?

When your agent uses it

  • Research software
  • Tasks that involve Diagrams
  • Tasks that involve Web scraping

Example prompts

  • “/research-tools-router”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Call skill_search with the artifact format, intended operation, and named
  2. Select one stable Skill ID from the metadata candidates.
  3. Call skill_load for exactly that ID.

What it can do on your machine

Read from SKILL.md and the folder at commit 5015be7. 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 Tools Router loads about 172 tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 75 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~172

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 75 words (~172 tokens).

“Use this router when a task needs a specialized research application or technical workflow: document parsing, OCR/translation, diagrams, knowledge graphs, code execution, notebooks, or ethical data collection.”

— opening of SKILL.md by wentorai, Custom licence
name
research-tools-router

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/research-tools-router of wentorai/Research-Claw.

Open the folder on GitHubat commit 5015be7

Compare with similar skills

Research Tools Router 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 Tools Router compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Research Tools Router this skillwentorai/Research-Claw858—~172Automated safety check: PassCustom licence
Markvisgeekplux/markvis1.6k—~786Automated safety check: PassMIT
Auto Visio Helper0Antique/Auto-Visio-Helper244—~1.2kAutomated safety check: PassNone
Power DesignItsssssJack/power-design722—~2.8kAutomated safety check: PassMIT
Smalldocs Authorespressoplease/smalldocs209—~1.1kAutomated safety check: PassCustom licence
Writing Markdownasymmetric-research/solana-exporter133—~576Automated safety check: PassApache-2.0

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Questions about Research Tools Router

What does Research Tools Router do?

科研工具能力入口:文档解析、OCR、知识图谱、代码执行与数据采集。Use for research software, diagrams, scraping, notebooks, OCR, and graphs. Research Tools Router is an agent skill from wentorai/Research-Claw. 科研工具能力入口:文档解析、OCR、知识图谱、代码执行与数据采集。Use for research software, diagrams, scraping, notebooks, OCR, and graphs.

When should I use Research Tools Router?

Research Tools Router fits situations like: research software; tasks that involve Diagrams; tasks that involve Web scraping.

How do I install Research Tools Router in Claude Code?

Run `npx skills add wentorai/Research-Claw --skill research-tools-router -a claude-code`. Or copy the skill folder (skills/research-tools-router in wentorai/Research-Claw) into .claude/skills/research-tools-router in your project. Claude Code loads it when a task matches its description.

How do I install Research Tools Router in Codex?

Run `npx skills add wentorai/Research-Claw --skill research-tools-router -a codex`. Or copy the skill folder (skills/research-tools-router in wentorai/Research-Claw) into .agents/skills/research-tools-router in your project. Codex loads it when a task matches its description.

Can I use Research Tools Router 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 wentorai/Research-Claw --skill research-tools-router -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-tools-router, .gemini/skills/research-tools-router, .github/skills/research-tools-router and .opencode/skills/research-tools-router in your project.

What does Research Tools Router need to run?

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

Does Research Tools Router 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 Tools Router 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 Tools Router use?

Research Tools Router has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Research Tools Router use?

About 172 tokens (SKILL.md is roughly 688 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 Tools Router?

Skills that share tags, products or a category with Research Tools Router: Markvis (geekplux/markvis, 1.6k stars), Auto Visio Helper (0Antique/Auto-Visio-Helper, 244 stars), Power Design (ItsssssJack/power-design, 722 stars) and Smalldocs Author (espressoplease/smalldocs, 209 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Research Tools Router?

wentorai (a GitHub user) maintains it in wentorai/Research-Claw, which has 858 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on August 20, 2026.

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