chicago-data-portal SKILL.md skillA

chicago-data-portal from misterclean/ai-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add misterclean/ai-plugins/chicago-data-portal@v1.1.0

Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
misterclean/ai-plugins
Path
skills/chicago-data-portal/SKILL.md
Versions recorded
3
Latest version
v1.1.0, committed Sep 20, 2026
First version recorded
Jan 13, 2026
Size
6,444 bytes
Repository stars
3
License
MIT

This skill should be used when the user asks to "query Chicago data", "find Chicago datasets", "get Chicago crime data", "download Chicago permits", "write a SODA query for Chicago", "search data.cityofchicago.org", or mentions Chicago city data (311, permits, licenses, inspections, crimes, etc.).

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

# Chicago Data Portal Skill

Query and download datasets from the City of Chicago Data Portal using the Socrata Open Data API (SODA) and SoQL.

## Prerequisites

Before querying, check if the user has an app token:

1. Look for `CHICAGO_DATA_PORTAL_TOKEN` in the user's `.env` file
2. If found, use it in requests via header: `X-App-Token: <token>`
3. If not found, instruct the user to:
   - Sign up at https://data.cityofchicago.org/signup
   - Create an app token in Developer Settings
   - Add to `.env`: `CHICAGO_DATA_PORTAL_TOKEN=your_token_here`

Queries work without a token but are rate-limited.

## Quick Start

The Chicago Data Portal is at `data.cityofchicago.org`. Each dataset has a unique 4x4 ID (e.g., `ijzp-q8t2` for crimes). Use the catalog API to discover datasets, then query via SODA.

## Workflow

### Step 1: Clarify the Data Need

Ask the user:
- **Topic**: What data? (crimes, permits, 311 requests, businesses, etc.)
- **Geography**: Citywide, ward, community area, or specific location/radius?
- **Time window**: Date range or "most recent"?
- **Output**: JSON (code) or CSV (Excel)?
- **Granularity**: Raw rows or aggregated counts?

### Step 2: Find the Dataset
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add misterclean/ai-plugins/chicago-data-portal@sha256:01a75f43f2125935

The line at the top of this page pins the label v1.1.0, 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_mknwunsdvxspxlag.svg)](https://markdownregistry.com/a/art_mknwunsdvxspxlag)

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

Versions

The registry has recorded 3 versions of this file, between Jan 13, 2026 and Sep 20, 2026, about one every 125 days.

versioncommittedcommitsizeaudit
v1.1.0 latest2026-09-20 8890776 6,444 BA view · diff
v1.1.02026-01-18 22da0ec 6,430 BA view · diff
v1.0.02026-01-13 83be48f 5,968 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 (6444 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

misterclean/ai-plugins · 3 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mknwunsdvxspxlag
GET https://markdownregistry.com/api/v1/resolve?ref=misterclean/ai-plugins/chicago-data-portal
GET https://markdownregistry.com/api/v1/blob/01a75f43f2125935a0c2dadbf9a6323fbd7b72a3a7e91c251f0da17ab920b8e1

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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