Agent skill

Education Data Source Campus Safety

by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills

CSS — annual Clery Act crime/fire safety for Title IV institutions.

Custom licenceAuto-check passed

Install Education Data Source Campus Safety

skills CLI
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill education-data-source-campus-safety -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills education-data-source-campus-safety --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/17-DAAF-Contribution-Community-daaf/dot-claude/skills/education-data-source-campus-safety .claude/skills/education-data-source-campus-safety && 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
education-data-source-campus-safety
GitHub stars
4.6k
Token cost
~4.1k tokens
SKILL.md length
1,482 words
Files
10 (incl. references)
Skills in repo
383
Repo updated
First seen
Licence
Custom licence

At a glance

CSS — annual Clery Act crime/fire safety for Title IV institutions.

  • Campus crime analysis
  • SKILL.md covers What is Campus Safety and…, Reference File Structure, Decision Trees and Quick Reference: Crime…, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Education Data Source Campus Safety is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. CSS — annual Clery Act crime/fire safety for Title IV institutions. Portal: hate crimes only (2005-2021); primary offenses, VAWA, arrests, fire safety need ope.ed.gov directly. Use for campus crime analysis. Identified by IPEDS unitid.

Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files (for example `references/arrests-referrals.md`, `references/campus-geography.md` and `references/clery-act.md`).

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

  • Campus crime analysis

Example prompts

  • “/education-data-source-campus-safety”

Requirements

  • Python 3

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 python).

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

  • Network

    Links to these hosts (documentation or services it may open):

    • ope.ed.gov

    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

Education Data Source Campus Safety loads about 4.1k tokens when it runs, and up to ~27k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 1,482 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~4.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~27k

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 1,482 words (~4,119 tokens).

“Campus Safety and Security (CSS) — annual Clery Act crime and fire safety reporting for all Title IV postsecondary institutions. Full dataset covers primary offenses, VAWA offenses, hate crimes, arrests/referrals, and fire safety. Portal mirror provides only hate crimes data…”

— opening of SKILL.md by brycewang-stanford, Custom licence
name
education-data-source-campus-safety
metadata.audience
any-agent
metadata.domain
data-source
metadata.skill-authored
2026-02-09
metadata.skill-last-updated
2026-02-09

Read the full SKILL.md on GitHub

Files

SKILL.md and 9 other files (references) in skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/education-data-source-campus-safety of brycewang-stanford/Auto-Empirical-Research-Skills.

  • SKILL.md
  • references/arrests-referrals.md
  • references/campus-geography.md
  • references/clery-act.md
  • references/crime-categories.md
  • references/fire-safety.md
  • references/hate-crimes.md
  • references/limitations.md
  • references/variable-definitions.md
  • references/vawa-offenses.md

Open the folder on GitHubat commit 9fa87d8

Compare with similar skills

Education Data Source Campus Safety 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.

Education Data Source Campus Safety compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Education Data Source Campus Safety this skillbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~4.1kAutomated safety check: PassCustom licence
CSS Minificationthedaviddias/Front-End-Checklist74k—~415Automated safety check: PassMIT
CSS Orderthedaviddias/Front-End-Checklist74k—~404Automated safety check: PassMIT
Unused CSSthedaviddias/Front-End-Checklist74k—~415Automated safety check: PassMIT
CSS Criticalthedaviddias/Front-End-Checklist74k—~441Automated safety check: PassMIT
Reset CSSthedaviddias/Front-End-Checklist74k—~415Automated safety check: PassMIT

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Questions about Education Data Source Campus Safety

What does Education Data Source Campus Safety do?

CSS — annual Clery Act crime/fire safety for Title IV institutions. Education Data Source Campus Safety is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. CSS — annual Clery Act crime/fire safety for Title IV institutions.

When should I use Education Data Source Campus Safety?

Education Data Source Campus Safety fits situations like: campus crime analysis.

How do I install Education Data Source Campus Safety in Claude Code?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill education-data-source-campus-safety -a claude-code`. Or copy the skill folder (skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/education-data-source-campus-safety in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/education-data-source-campus-safety in your project. Claude Code loads it when a task matches its description.

How do I install Education Data Source Campus Safety in Codex?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill education-data-source-campus-safety -a codex`. Or copy the skill folder (skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/education-data-source-campus-safety in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/education-data-source-campus-safety in your project. Codex loads it when a task matches its description.

Can I use Education Data Source Campus Safety 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 education-data-source-campus-safety -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/education-data-source-campus-safety, .gemini/skills/education-data-source-campus-safety, .github/skills/education-data-source-campus-safety and .opencode/skills/education-data-source-campus-safety in your project.

What does Education Data Source Campus Safety need to run?

SKILL.md names no scripts, command-line tools or credentials: Education Data Source Campus Safety is instructions for the agent only. Our summary lists: Python 3.

Does Education Data Source Campus Safety access the network?

SKILL.md names 1 domain. As links in the text: ope.ed.gov. This is read from the text; nothing was executed.

Is Education Data Source Campus Safety 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 Education Data Source Campus Safety use?

Education Data Source Campus Safety 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 Education Data Source Campus Safety use?

About 4.1k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 23k tokens, read only when the agent opens those files.

What are the alternatives to Education Data Source Campus Safety?

Skills that share tags, products or a category with Education Data Source Campus Safety: CSS Minification (thedaviddias/Front-End-Checklist, 74k stars), CSS Order (thedaviddias/Front-End-Checklist, 74k stars), Unused CSS (thedaviddias/Front-End-Checklist, 74k stars) and CSS Critical (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Education Data Source Campus Safety?

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.