datacommons-client SKILL.md skillA

datacommons-client from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add foryourhealth111-pixel/vibe-skills/datacommons-client@git:20260430.71401a2

Pins git:20260430.71401a2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
foryourhealth111-pixel/vibe-skills
Path
bundled/skills/datacommons-client/SKILL.md
Versions recorded
2
Latest version
git:20260430.71401a2, committed Apr 30, 2026
First version recorded
Mar 3, 2026
Size
8,472 bytes
Repository stars
3,758
License
Apache-2.0

Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets available through Data Commons. Applicable for querying population statistics, GDP figures, unemployment rates, disease prevalence, geographic entity resolution, and exploring relationships between statistical entities.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Data Commons Client

## Overview

Provides comprehensive access to the Data Commons Python API v2 for querying statistical observations, exploring the knowledge graph, and resolving entity identifiers. Data Commons aggregates data from census bureaus, health organizations, environmental agencies, and other authoritative sources into a unified knowledge graph.

## Routing Boundary

Use this skill when the user explicitly asks for Data Commons/datacommons, Data Commons statistical variables, Data Commons entities/DCIDs, or population/economic indicators that fit the Data Commons knowledge graph.

Generic public data, open data, public dataset search, or public download-link collection by itself is not enough to select this skill. Those requests need a clearer Data Commons/statistical-graph signal before this skill becomes the route owner.

## Installation

Install the Data Commons Python client with Pandas support:

```bash
uv pip install "datacommons-client[Pandas]"
```

For basic usage without Pandas:
```bash
uv pip install datacommons-client
```

## Core Capabilities

The Data Commons API consists of three main endpoints, each detailed in dedicated reference files:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add foryourhealth111-pixel/vibe-skills/datacommons-client@sha256:6aca6eee2c0c1f2b

The line at the top of this page pins the label git:20260430.71401a2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ieqqiu6tgyrt6d53.svg)](https://markdownregistry.com/a/art_ieqqiu6tgyrt6d53)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Mar 3, 2026 and Apr 30, 2026, about one every 58 days.

versioncommittedcommitsizeaudit
git:20260430.71401a2 latest2026-04-30 71401a2 8,472 BA view · diff
git:20260303.491ea972026-03-03 491ea97 7,985 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8472 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

foryourhealth111-pixel/vibe-skills · 3,758 stars · license Apache-2.0 · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ieqqiu6tgyrt6d53
GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/datacommons-client
GET https://markdownregistry.com/api/v1/blob/6aca6eee2c0c1f2b1a3cf9aaa11b0ab89fabab6ee1b5760126063c53043b6ff2

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in foryourhealth111-pixel/vibe-skills

Other files named datacommons-client

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