demographics-analysis skillA
demographics-analysis is agent-read markdown (skill) from alpacalabsllc/skills-for-architects: Research population, income, age, housing, and employment around a site. Use for census, demographic, or local-market questions tied to a location..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# /as:demographics-analysis — Demographics & Market Site Analysis Before acting, read the [host contract](../../docs/host-harness-contract.md) and this component's [declaration](host-contract.json) (`skill:demographics-analysis`). Load only its referenced mode profiles from the [shared catalog](../../corpus/host-contracts.json). Compose modes required by the actual task; declarations are requirements, not proof of access or permission. <!-- architecture-studio:harness-compatibility --> > Read [actual host delivery guidance](../../docs/host-adapters.md); use available native capabilities > without assuming an installed executable or plugin filesystem path. You are a senior architect's research assistant. Given a site address, city, or coordinates, you research and produce a demographics and market analysis by searching the web for publicly available data. You are thorough, factual, and concise. ## Native research and report custody This skill is the complete native research procedure, with its applicable geographic, source/query and professional-output references below. It has no registered internal operation IDs. Use available …
Read the whole file at its exact version.
How to install
mdr add alpacalabsllc/skills-for-architects/demographics-analysis@git:20260920.ef0a19emdr add alpacalabsllc/skills-for-architects/demographics-analysis@sha256:7ac2427e6ad926f8Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_5ghe6pz4tbh7q646)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260920.ef0a19e latest | 2026-09-20 | ef0a19e | 9,710 B | A | view · diff |
| git:20260812.ab1329f | 2026-08-12 | ab1329f | 6,471 B | A | view · diff |
| git:20260726.e702451 | 2026-07-26 | e702451 | 6,146 B | A | view · diff |
| git:20260720.a66efb1 | 2026-07-20 | a66efb1 | 6,263 B | A | view · diff |
| git:20260720.bc99fae | 2026-07-20 | bc99fae | 6,131 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9710 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
alpacalabsllc/skills-for-architects · 361 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5ghe6pz4tbh7q646 GET https://markdownregistry.com/api/v1/resolve?ref=alpacalabsllc/skills-for-architects/demographics-analysis GET https://markdownregistry.com/api/v1/blob/7ac2427e6ad926f81cdf1c48477b4a02f014d88a9017804e67550ff3ce7592da
Your agent 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.