Agent skill · Data & Analytics

education-data-source-saipe

SAIPE — annual Census poverty estimates for school districts (Portal; county/state not in Portal). Use for district poverty, Title I context, or trends. ~18-month lag. No race/ethnicity disaggregation at district level — use ACS 5-year for that.

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeNOASSERTION
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill education-data-source-saipe --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 7
SKILL.md size: 14 KB
Bundled scripts: none
Path: skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/education-data-source-saipe/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 3,244
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# SAIPE Data Source Reference Census Bureau Small Area Income and Poverty Estimates (SAIPE) — annual model-based poverty estimates for school districts (Portal mirror; county and state data not in Portal). Use when district-level poverty is needed for Title I allocation interpretation, annual poverty trend analysis, or school-age children in poverty estimates. Estimates have ~18-month lag and no r

More from Auto-Empirical-Research-Skills
All skills →
election-data-source-countypresCounty Presidential Returns 2000-2024 (MIT MEDSL). Vote shares, party trends, turnout by…Data & Analyticsarchitecture-designUse only when creating new registrable ML components that require Factory or Registry patterns.Design & Presentationworkflows:workExecute research implementation plans efficiently while maintaining estimation quality and…Code Review & Qualitycompile-latexUse when compiling a LaTeX paper, debugging LaTeX errors, building a paper PDF, or when a .tex file…Otheragent-identifierUse when creating or configuring Claude Code agents and their frontmatter.AI & Agentsbug-detectiveThis skill should be used when the user asks to "debug this", "fix this error", "investigate this…Code Review & Quality
About this skill
What does the education-data-source-saipe skill do?

SAIPE — annual Census poverty estimates for school districts (Portal; county/state not in Portal). Use for district poverty, Title I context, or trends. ~18-month lag. No race/ethnicity disaggregation at district level — use ACS 5-year for that.

How do I install it?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill education-data-source-saipe --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Auto-Empirical-Research-Skills, a repository with 3,244 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going
All skills →
The full catalog, by category and by tool.
Open Source Radar →
The repositories these skills come from, watched daily.
The people behind them →
Makers and builders across the ecosystem.