Meta-analysis frameworks and methods for mediation studies. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

Custom licenceAuto-check passedLegal & Compliance

Install Mediation Meta Analyst

skills CLI
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill mediation-meta-analyst -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills mediation-meta-analyst --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/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/26-Data-Wise-scholar/skills/research/mediation-meta-analyst .claude/skills/mediation-meta-analyst && 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
mediation-meta-analyst
GitHub stars
4.6k
Token cost
~4.5k tokens
SKILL.md length
563 words
Files
1
Skills in repo
383
Repo updated
First seen
Licence
Custom licence

At a glance

Meta-analysis frameworks and methods for mediation studies. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

  • Tasks that involve Dispute resolution
  • SKILL.md covers Meta-Analysis Fundamentals, Aggregate Data Meta-Analysis, Multivariate Meta-Analysis and Individual Participant Data…, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Mediation Meta Analyst is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Meta-analysis frameworks and methods for mediation studies

Its SKILL.md is about 4.5k 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 Legal & Compliance, covering Dispute resolution. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI…

When your agent uses it

  • Tasks that involve Dispute resolution

Example prompts

  • “/mediation-meta-analyst”

What it can do on your machine

Read from SKILL.md and the folder at commit 9fa87d8. 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 (its code samples are r).

    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

Mediation Meta Analyst loads about 4.5k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 563 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~20
When it runs · the whole SKILL.md, loaded when a task matches
~4.5k

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 563 words (~4,526 tokens).

“Methods for synthesizing mediation effects across multiple studies”

— opening of SKILL.md by brycewang-stanford, Custom licence
name
mediation-meta-analyst

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/26-Data-Wise-scholar/skills/research/mediation-meta-analyst of brycewang-stanford/Auto-Empirical-Research-Skills.

Open the folder on GitHubat commit 9fa87d8

Compare with similar skills

Mediation Meta Analyst 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.

Mediation Meta Analyst compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mediation Meta Analyst this skillbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~4.5kAutomated safety check: PassCustom licence
Litigation Deadline Calendarlawve-ai/awesome-legal-skills847—~4.3kAutomated safety check: PassMIT
Moot Court Simulation Buildercat-xierluo/legal-skills721—~1.4kAutomated safety check: PassCC-BY-NC-4.0
Intake To Draftstella/stella259—~537Automated safety check: PassApache-2.0
Nla Arbitrateinternet-court/internet-court-skill6.6k1 repos~866Automated safety check: PassMIT
Nla Createinternet-court/internet-court-skill6.6k1 repos~915Automated safety check: PassMIT

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Questions about Mediation Meta Analyst

What does Mediation Meta Analyst do?

Meta-analysis frameworks and methods for mediation studies. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Mediation Meta Analyst is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

When should I use Mediation Meta Analyst?

Mediation Meta Analyst fits situations like: tasks that involve Dispute resolution.

How do I install Mediation Meta Analyst in Claude Code?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill mediation-meta-analyst -a claude-code`. Or copy the skill folder (skills/26-Data-Wise-scholar/skills/research/mediation-meta-analyst in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/mediation-meta-analyst in your project. Claude Code loads it when a task matches its description.

How do I install Mediation Meta Analyst in Codex?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill mediation-meta-analyst -a codex`. Or copy the skill folder (skills/26-Data-Wise-scholar/skills/research/mediation-meta-analyst in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/mediation-meta-analyst in your project. Codex loads it when a task matches its description.

Can I use Mediation Meta Analyst 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill mediation-meta-analyst -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mediation-meta-analyst, .gemini/skills/mediation-meta-analyst, .github/skills/mediation-meta-analyst and .opencode/skills/mediation-meta-analyst in your project.

What does Mediation Meta Analyst need to run?

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

Does Mediation Meta Analyst 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 Mediation Meta Analyst 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 Mediation Meta Analyst use?

Mediation Meta Analyst 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 Mediation Meta Analyst use?

About 4.5k tokens (SKILL.md is roughly 18k 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 Mediation Meta Analyst?

Skills that share tags, products or a category with Mediation Meta Analyst: Litigation Deadline Calendar (lawve-ai/awesome-legal-skills, 847 stars), Moot Court Simulation Builder (cat-xierluo/legal-skills, 721 stars), Intake To Draft (stella/stella, 259 stars) and Nla Arbitrate (internet-court/internet-court-skill, 6.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mediation Meta Analyst?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.

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