ClaudSkills / General / education-learning

Education Data Source Scorecard

Q: What is a Claude Code skill and how does the Education Data Source Scorecard skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Education Data Source Scorecard is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: education-learning · Last updated: 2026-05-28

College Scorecard — post-enrollment outcomes linking aid records to IRS/Treasury earnings. Earnings, loan repayment, debt via six Portal sub-datasets. Use when tax-record-based earnings needed. Tracks only Title IV aid recipients, not all students.

About this skill (catalog notes)

Education Data Source Scorecard includes 5 code blocks for direct copy-paste. At roughly 2,410 words the SKILL.md is on the longer end of the catalog distribution.

Source: copaper.ai
Original author: brycewang-stanford
Indexed lastmod: 2026-05-28
Catalog position: General · education-learning
Indexed related skills: 10

How Education Data Source Scorecard fits the catalog

Education Data Source Scorecard sits in the General category under the education-learning sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

College Scorecard — the primary institutional-level source for post-enrollment labor market outcomes, linking NSLDS financial aid records to IRS/Treasury earnings data. Use when comparing institutions on post-graduation earnings, loan repayment, or student debt, or when actual tax-record-based earnings are required rather than survey estimates. Covers six sub-datasets accessed via Portal mirrors. Critical limitation: tracks only Title IV federal aid recipients, not all students.

What this skill does

Education Data Source Scorecard is a community-contributed Claude Code skill in the education-learning sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/education-data-source-scorecard/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when tax-record-based earnings needed. Tracks only Title IV aid recipients, not all students.

Who uses this skill

The Education Data Source Scorecard Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 76,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/education-data-source-scorecard
curl -L https://claudskills.com/skills/education-data-source-scorecard/SKILL.md \
  -o ~/.claude/skills/education-data-source-scorecard/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/education-data-source-scorecard/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/education-data-source-scorecard/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\education-data-source-scorecard\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Education Data Source Scorecard Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/education-data-source-scorecard/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Education Data Source Scorecard skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Education Data Source Scorecard skill?

Use Education Data Source Scorecard when your Claude Code task falls under the General category — specifically in the education learning area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Education Data Source Scorecard" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Education Data Source Scorecard skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Education Data Source Scorecard is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/HEAD/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/education-data-source-scorecard/SKILL.md
Author: brycewang-stanford
Website: https://copaper.ai

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

brycewang-stanford. (2026). Education Data Source Scorecard [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/education-data-source-scorecard/

BibTeX

@misc{education-data-source-scorecard-2026,
  author    = {brycewang-stanford},
  title     = {Education Data Source Scorecard [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/education-data-source-scorecard/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/education-data-source-scorecard.svg)](https://claudskills.com/skills/education-data-source-scorecard/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel