Agent skill

Research Analysis Router

by wentorai in wentorai/Research-Claw

科研分析能力入口:统计、因果推断、数据清洗与可视化。Use for statistics, econometrics, wrangling, causal inference, charts, and publication figures.

Custom licenceAuto-check passedData & Analytics

Install Research Analysis Router

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

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

GitHub CLI
$ gh skill install wentorai/Research-Claw research-analysis-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-analysis-router .claude/skills/research-analysis-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-analysis-router
GitHub stars
858
Token cost
~169 tokens
SKILL.md length
72 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

科研分析能力入口:统计、因果推断、数据清洗与可视化。Use for statistics, econometrics, wrangling, causal inference, charts, and publication figures.

  • Works in 3 steps: Call skill_search with the concrete… → Compare the compact candidates and… → Call skill_load for that one ID before…
  • Causal inference
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Publication figures

What it does

Research Analysis Router is an agent skill from wentorai/Research-Claw. 科研分析能力入口:统计、因果推断、数据清洗与可视化。Use for statistics, econometrics, wrangling, causal inference, charts, and publication figures.

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 Data & Analytics, covering Econometrics and empirical research, Data visualization and Statistics. The repository describes itself as: In the AI era, why can't everyone be a Principal Investigator?

When your agent uses it

  • Causal inference
  • Publication figures

Example prompts

  • “/research-analysis-router”

Workflow steps

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

  1. Call skill_search with the concrete method, data type, and desired output.
  2. Compare the compact candidates and choose one stable Skill ID.
  3. Call skill_load for that one ID before following its instructions.

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 Analysis Router loads about 169 tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 72 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~37
When it runs · the whole SKILL.md, loaded when a task matches
~169

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 72 words (~169 tokens).

“Use this router when the task needs statistical analysis, causal inference, data wrangling, econometrics, visualization, or publication figures.”

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

Read the full SKILL.md on GitHub

Files

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

Open the folder on GitHubat commit 5015be7

Compare with similar skills

Research Analysis 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 Analysis Router compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Research Analysis Router this skillwentorai/Research-Claw858—~169Automated safety check: PassCustom licence
Fin Arch Diagramcsmar432/finai-research109—~1.5kAutomated safety check: PassMIT
Results AnalysisGalaxy-Dawn/claude-scholar5.7k1 repos~2.4kAutomated safety check: PassMIT
Bio Metagenomics VisualizationGPTomics/bioSkills1.2k1 repos~3.7kAutomated safety check: PassMIT
Pyfixestbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~3.5kAutomated safety check: PassCustom licence
Statsbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~2kAutomated safety check: PassCustom licence

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Questions about Research Analysis Router

What does Research Analysis Router do?

科研分析能力入口:统计、因果推断、数据清洗与可视化。Use for statistics, econometrics, wrangling, causal inference, charts, and publication figures. Research Analysis Router is an agent skill from wentorai/Research-Claw. 科研分析能力入口:统计、因果推断、数据清洗与可视化。Use for statistics, econometrics, wrangling, causal inference, charts, and publication figures.

When should I use Research Analysis Router?

Research Analysis Router fits situations like: causal inference; publication figures.

How do I install Research Analysis Router in Claude Code?

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

How do I install Research Analysis Router in Codex?

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

Can I use Research Analysis 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-analysis-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-analysis-router, .gemini/skills/research-analysis-router, .github/skills/research-analysis-router and .opencode/skills/research-analysis-router in your project.

What does Research Analysis Router need to run?

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

Does Research Analysis 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 Analysis 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 Analysis Router use?

Research Analysis 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 Analysis Router use?

About 169 tokens (SKILL.md is roughly 676 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 Analysis Router?

Skills that share tags, products or a category with Research Analysis Router: Fin Arch Diagram (csmar432/finai-research, 109 stars), Results Analysis (Galaxy-Dawn/claude-scholar, 5.7k stars), Bio Metagenomics Visualization (GPTomics/bioSkills, 1.2k stars) and Pyfixest (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Research Analysis 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.