Surveys
davepoon/buildwithclaude
Manages the founder's survey-based validation — crafting the right questions, deploying a survey to the internet, and analyzing results against hypotheses.
Access harmonized census and survey microdata via the IPUMS API
$ npx skills add wentorai/research-plugins --skill ipums-microdata-api -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins ipums-microdata-api --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/domains/social-science/ipums-microdata-api .claude/skills/ipums-microdata-api && rm -rf skills-srcUse ~/.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/
Install the "ipums-microdata-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/social-science/ipums-microdata-api into .claude/skills/ipums-microdata-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ipums-microdata-api", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wentorai/research-plugins/tree/main/skills/domains/social-science/ipums-microdata-apiType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wentorai/research-plugins --skill ipums-microdata-api -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins ipums-microdata-api --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/domains/social-science/ipums-microdata-api .agents/skills/ipums-microdata-api && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ipums-microdata-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/social-science/ipums-microdata-api into .agents/skills/ipums-microdata-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ipums-microdata-api", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill ipums-microdata-api -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins ipums-microdata-api --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/domains/social-science/ipums-microdata-api .cursor/skills/ipums-microdata-api && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ipums-microdata-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/social-science/ipums-microdata-api into .cursor/skills/ipums-microdata-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ipums-microdata-api", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wentorai/research-plugins.git --path skills/domains/social-science/ipums-microdata-api--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wentorai/research-plugins --skill ipums-microdata-api -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins ipums-microdata-api --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/domains/social-science/ipums-microdata-api .gemini/skills/ipums-microdata-api && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ipums-microdata-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/social-science/ipums-microdata-api into .gemini/skills/ipums-microdata-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ipums-microdata-api", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wentorai/research-plugins ipums-microdata-apiInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wentorai/research-plugins --skill ipums-microdata-api -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/domains/social-science/ipums-microdata-api .github/skills/ipums-microdata-api && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ipums-microdata-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/social-science/ipums-microdata-api into .github/skills/ipums-microdata-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ipums-microdata-api", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill ipums-microdata-api -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins ipums-microdata-api --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/domains/social-science/ipums-microdata-api .opencode/skills/ipums-microdata-api && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ipums-microdata-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/social-science/ipums-microdata-api into .opencode/skills/ipums-microdata-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ipums-microdata-api", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ipums-microdata-apiAccess harmonized census and survey microdata via the IPUMS API
Ipums Microdata API is an agent skill from wentorai/research-plugins. Access harmonized census and survey microdata via the IPUMS API
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit bf44b3c. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
curlFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
api.ipums.orgipums.orgAlso links to:
developer.ipums.orgusa.ipums.orgFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
IPUMS_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ipums Microdata API loads about 1.6k tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 247 words of instructions outside code blocks.
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.
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.
The full file from wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 247 words, ~1,565 tokens.
.claude/skills/ipums-microdata-api/SKILL.md (or your agent's skills folder).IPUMS (Integrated Public Use Microdata Series) provides the world's largest collection of harmonized census and survey microdata. Hosted by the University of Minnesota, it covers demographic, health, labor, and geographic data across 100+ countries and 100+ years. The API enables programmatic extract creation, metadata queries, and data retrieval. Free registration required.
| Collection | Coverage | Records |
|---|---|---|
| IPUMS USA | U.S. Census & ACS (1850-present) | 16B+ person-records |
| IPUMS CPS | Current Population Survey (1962-present) | Labor force data |
| IPUMS International | Census data from 100+ countries | 2B+ person-records |
| IPUMS NHGIS | U.S. geographic/aggregate data | County-level stats |
| IPUMS DHS | Demographic and Health Surveys | 300+ surveys, 90 countries |
| IPUMS Time Use | American Time Use Survey | Time diary data |
| IPUMS Health | NHIS health surveys | Health/disability data |
| IPUMS Higher Ed | NSCG/SDR science workforce | S&E workforce data |
https://api.ipums.org/extracts/# Register at https://www.ipums.org/
# API key from your account settings
export IPUMS_KEY="..."# Request a data extract (IPUMS USA example)
curl -X POST "https://api.ipums.org/extracts/?collection=usa&version=2" \
-H "Authorization: $IPUMS_KEY" \
-H "Content-Type: application/json" \
-d '{
"description": "Income by education, 2020 ACS",
"data_structure": {"rectangular": {"on": "P"}},
"data_format": "csv",
"samples": {"us2020a": {}},
"variables": {
"AGE": {},
"SEX": {},
"RACE": {},
"EDUC": {},
"INCTOT": {},
"EMPSTAT": {}
}
}'curl "https://api.ipums.org/extracts/42?collection=usa&version=2" \
-H "Authorization: $IPUMS_KEY"# When status is "completed"
curl -O "https://api.ipums.org/extracts/42/download?collection=usa&version=2" \
-H "Authorization: $IPUMS_KEY"# List available variables
curl "https://api.ipums.org/metadata/usa/variables?version=2" \
-H "Authorization: $IPUMS_KEY"
# Get variable details
curl "https://api.ipums.org/metadata/usa/variables/EDUC?version=2" \
-H "Authorization: $IPUMS_KEY"
# List available samples
curl "https://api.ipums.org/metadata/usa/samples?version=2" \
-H "Authorization: $IPUMS_KEY"import os
import time
import requests
BASE_URL = "https://api.ipums.org"
HEADERS = {"Authorization": os.environ.get("IPUMS_KEY", "")}
def create_extract(collection: str, samples: dict,
variables: list, description: str = "",
data_format: str = "csv") -> int:
"""Create an IPUMS data extract request."""
var_dict = {v: {} for v in variables}
body = {
"description": description,
"data_format": data_format,
"data_structure": {"rectangular": {"on": "P"}},
"samples": {s: {} for s in samples} if isinstance(samples, list)
else samples,
"variables": var_dict,
}
resp = requests.post(
f"{BASE_URL}/extracts/?collection={collection}&version=2",
headers={**HEADERS, "Content-Type": "application/json"},
json=body,
)
resp.raise_for_status()
return resp.json()["number"]
def wait_for_extract(extract_id: int, collection: str,
poll_interval: int = 30) -> str:
"""Poll until extract is ready, return download URL."""
while True:
resp = requests.get(
f"{BASE_URL}/extracts/{extract_id}"
f"?collection={collection}&version=2",
headers=HEADERS,
)
resp.raise_for_status()
data = resp.json()
status = data.get("status")
if status == "completed":
return data["download_links"]["data"]["url"]
elif status == "failed":
raise RuntimeError(f"Extract failed: {data}")
print(f"Status: {status}, waiting {poll_interval}s...")
time.sleep(poll_interval)
def get_variable_info(collection: str, variable: str) -> dict:
"""Get metadata about a variable."""
resp = requests.get(
f"{BASE_URL}/metadata/{collection}/variables/{variable}"
f"?version=2",
headers=HEADERS,
)
resp.raise_for_status()
return resp.json()
# Example: request 2020 ACS income data
extract_id = create_extract(
collection="usa",
samples=["us2020a"],
variables=["AGE", "SEX", "RACE", "EDUC", "INCTOT", "EMPSTAT"],
description="Education-income analysis 2020",
)
print(f"Extract #{extract_id} submitted. Waiting...")
download_url = wait_for_extract(extract_id, "usa")
print(f"Ready: {download_url}")| Variable | Description |
|---|---|
AGE | Age |
SEX | Sex |
RACE | Race |
EDUC | Education level |
INCTOT | Total income |
EMPSTAT | Employment status |
OCC | Occupation |
IND | Industry |
POVERTY | Poverty status |
MIGRATE1 | Migration status |
MARST | Marital status |
NCHILD | Number of children |
© wentorai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/domains/social-science/ipums-microdata-api of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Ipums Microdata API 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ipums Microdata API this skillwentorai/research-plugins | 298 | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Surveysdavepoon/buildwithclaude | 3.6k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Cellxgene CensusK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~3.4k | Automated safety check: Notes | MIT | |
| Architecture SurveyYeachan-Heo/oh-my-claudecode | 40k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Cellxgene Censusdavila7/claude-code-templates | 32k | 11 repos | ~3.8k | Automated safety check: Pass | MIT | |
| Census Bureau AutomationComposioHQ/awesome-claude-skills | 77k | 3 repos | ~753 | Automated safety check: Pass | None |
davepoon/buildwithclaude
Manages the founder's survey-based validation — crafting the right questions, deploying a survey to the internet, and analyzing results against hypotheses.
K-Dense-AI/scientific-agent-skills
Queries the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data.
Yeachan-Heo/oh-my-claudecode
Periodic survey that walks a repo's module graph and reports ranked candidates for deepening, without changing any code itself.
davila7/claude-code-templates
Query CZ CELLxGENE Census (61M+ cells). An agent skill from davila7/claude-code-templates.
ComposioHQ/awesome-claude-skills
Automate Census Bureau tasks via Rube MCP (Composio). An agent skill from ComposioHQ/awesome-claude-skills.
tanweai/pua
PUA survey alias for Codex. An agent skill from tanweai/pua.
wentorai/research-plugins
Craft structured research abstracts that maximize clarity and journal acceptance
wentorai/research-plugins
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
wentorai/research-plugins
Summarize academic papers with structured extraction of key elements
wentorai/research-plugins
Evidence-based study techniques for academic learning and retention
wentorai/research-plugins
Adjust writing tone and register for academic audiences and venues
wentorai/research-plugins
Academic translation, post-editing, and Chinglish correction guide
Access harmonized census and survey microdata via the IPUMS API. Ipums Microdata API is an agent skill from wentorai/research-plugins.
Run `npx skills add wentorai/research-plugins --skill ipums-microdata-api -a claude-code`. Or copy the skill folder (skills/domains/social-science/ipums-microdata-api in wentorai/research-plugins) into .claude/skills/ipums-microdata-api in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wentorai/research-plugins --skill ipums-microdata-api -a codex`. Or copy the skill folder (skills/domains/social-science/ipums-microdata-api in wentorai/research-plugins) into .agents/skills/ipums-microdata-api in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wentorai/research-plugins --skill ipums-microdata-api -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ipums-microdata-api, .gemini/skills/ipums-microdata-api, .github/skills/ipums-microdata-api and .opencode/skills/ipums-microdata-api in your project.
Going by SKILL.md and its folder, Ipums Microdata API needs the command-line tools its instructions call (curl) and credentials named IPUMS_KEY. Our summary lists: Python 3; A credential in IPUMS_KEY.
SKILL.md names 4 domains. In commands or code: api.ipums.org and ipums.org; the agent is likely to contact these when it follows the instructions. As links in the text: developer.ipums.org and usa.ipums.org. This is read from the text; nothing was executed.
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.
Ipums Microdata API is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ipums Microdata API: Surveys (davepoon/buildwithclaude, 3.6k stars), Cellxgene Census (K-Dense-AI/scientific-agent-skills, 48k stars), Architecture Survey (Yeachan-Heo/oh-my-claudecode, 40k stars) and Cellxgene Census (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 428 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.