product-match SKILL.md skillA
product-match from alpacalabsllc/skills-for-architects is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alpacalabsllc/skills-for-architects/product-match@git:20260920.ef0a19ePins git:20260920.ef0a19e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alpacalabsllc/skills-for-architects
- Path
skills/product-match/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260920.ef0a19e, committed Sep 20, 2026
- First version recorded
- Jul 20, 2026
- Size
- 9,384 bytes
- Repository stars
- 406
- License
- MIT
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.
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
# /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@sha256:69854320decf5d44The line at the top of this page pins the label git:20260920.ef0a19e, 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.
[](https://markdownregistry.com/a/art_t4mk7pnt4c6fjciv)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 20, 2026 and Sep 20, 2026, about one every 16 days.
| 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 · 406 stars · license MIT · pushed 2026-11-03 · 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 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.