embed-catalog SKILL.md skillB
embed-catalog from unbox-ai/behaviorgpt is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add unbox-ai/behaviorgpt/embed-catalog@git:20261022.70419a6Pins git:20261022.70419a6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- unbox-ai/behaviorgpt
- Path
.claude/skills/embed-catalog/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261022.70419a6, committed Oct 22, 2026
- First version recorded
- Oct 18, 2026
- Size
- 8,419 bytes
- Repository stars
- 17
- License
- MIT
Convert a user's catalog (products, artworks, articles, listings; CSV, TSV, JSON, Excel, Shopify/WooCommerce export, Google Merchant feed, database dump) into the BehaviorGPT catalog parquet and embed it with the UnboxAI API. Use when the user wants to bring, upload, embed, or use their own catalog, products or items with BehaviorGPT, or asks to build a catalog parquet.
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
# Embed your own catalog Goal: take whatever item data the user has, produce one parquet that passes `check_catalog_schema`, upload it with `client.embed`, and hand back the `catalog_id`. `docs/catalog-format.md` is the source of truth for columns, types and failure modes. Read it before starting. `examples/sample_catalog.csv` shows realistic values for every column. `src/behaviorgpt/resources/catalogs.py` holds `CATALOG_SCHEMA` and `check_catalog_schema`. ## Environment - Run Python through the project env: `uv sync` once, then `uv run python <script>`. pandas is in the dev group, which `uv sync` installs. - The API key comes from `UNBOXAI_API_KEY`, set in `.env` (copied from `.env.example`). Never print, log, or echo the key. If it is missing, ask the user to add it; do not ask them to paste it in chat. - Put conversion scripts and the output parquet in `.untracked/` (gitignored). Never commit the user's catalog. ## Workflow ### 1. Inspect the source Load a sample (first ~20 rows) and report: row count, column names, a few example values per column, and which columns look like lists, prices, dates or image links. Do not guess types from the file extension alone. …
Read the whole file at its exact version.
How to install
mdr add unbox-ai/behaviorgpt/embed-catalog@sha256:ba4b242836164419The line at the top of this page pins the label git:20261022.70419a6, 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_2ei6hiyxnyrkhbpe)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Oct 18, 2026 and Oct 22, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261022.70419a6 latest | 2026-10-22 | 70419a6 | 8,419 B | B | view · diff |
| git:20261021.f38ad61 | 2026-10-21 | f38ad61 | 8,376 B | B | view · diff |
| git:20261020.5bd57bf | 2026-10-20 | 5bd57bf | 8,278 B | B | view · diff |
| git:20261018.1c061fc | 2026-10-18 | 1c061fc | 7,970 B | B | view · diff |
| git:20261018.37b6b46 | 2026-10-18 | 37b6b46 | 7,665 B | B | view · diff |
| git:20261018.1f785f8 | 2026-10-18 | 1f785f8 | 7,663 B | B | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8419 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
unbox-ai/behaviorgpt · 17 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2ei6hiyxnyrkhbpe GET https://markdownregistry.com/api/v1/resolve?ref=unbox-ai/behaviorgpt/embed-catalog GET https://markdownregistry.com/api/v1/blob/ba4b2428361644198ac016c4c3e8f154c313b31ea018209f9d8aa4c1824e3305
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.