product-match skillA
product-match is agent-read markdown (skill) from alpacalabsllc/skills-for-architects: Find visually or functionally similar products from an image, name, or description. Use when the user asks to "find something like this", match a product from a photo, or source alternates to a given item..
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:product-match — Product Match Before acting, read the [host contract](../../docs/host-harness-contract.md) and this component's [declaration](host-contract.json) (`skill:product-match`). 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. Library changes are owned by [/as:product-library](../product-library/SKILL.md) under its complete [native contract](../../tools/workspace/product-library-contract.md). Prepare selected rows and evidence, then hand off the complete save under existing authorization, preserving preview/current-byte hash/request-ID binding and actual readback. This skill does not independently mutate `product-library.csv`; recommendations do not authorize adoption or record changes. <!-- architecture-studio:harness-compatibility --> > Read [actual host delivery guidance](../../docs/host-adapters.md). Use available native research, > image and file tools; operation names identify semantic work, not an installed executable. ## Native evidence and authority …
Read the whole file at its exact version.
How to install
mdr add alpacalabsllc/skills-for-architects/product-match@git:20260920.ef0a19emdr add alpacalabsllc/skills-for-architects/product-match@sha256:69854320decf5d44Pin 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_t4mk7pnt4c6fjciv)
1 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260920.ef0a19e latest | 2026-09-20 | ef0a19e | 9,384 B | A | view · diff |
| git:20260812.ab1329f | 2026-08-12 | ab1329f | 6,101 B | A | view · diff |
| git:20260726.e702451 | 2026-07-26 | e702451 | 5,784 B | A | view · diff |
| git:20260720.a66efb1 | 2026-07-20 | a66efb1 | 5,596 B | A | view · diff |
| git:20260720.bc99fae | 2026-07-20 | bc99fae | 5,474 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 (9384 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_t4mk7pnt4c6fjciv GET https://markdownregistry.com/api/v1/resolve?ref=alpacalabsllc/skills-for-architects/product-match GET https://markdownregistry.com/api/v1/blob/69854320decf5d44266452ea8e8066157a35c1047251b2a33d96539a8d6fda6a
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.