webshop-query-interpreter SKILL.md skillA
webshop-query-interpreter from zjunlp/skillnet is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zjunlp/skillnet/webshop-query-interpreter@git:20260316.e08426ePins git:20260316.e08426e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zjunlp/skillnet
- Path
experiments/src/skills/webshop/webshop-query-interpreter/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260316.e08426e, committed Mar 16, 2026
- First version recorded
- Mar 7, 2026
- Size
- 2,502 bytes
- Repository stars
- 1,449
- License
- MIT
Interprets a user's shopping query to extract key product requirements such as item type, attributes, and constraints. Use when a new shopping instruction is received and you need to parse natural language into structured criteria (product category, desired features, price limits) before performing a search. The output is a clear set of search parameters for use in subsequent product lookup steps.
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
# Instructions
## Trigger
Activate this skill when a new shopping instruction is received from the user. The instruction will be a natural language request for a product.
## Core Process
1. **Parse the Instruction:** Analyze the user's query to identify the following key components:
* **Primary Product Type:** The main item being requested (e.g., "hair extension").
* **Key Attributes/Features:** Descriptive requirements (e.g., "long", "clip-in", "natural looking").
* **Constraints:** Hard limits, especially price (e.g., "price lower than 40.00 dollars").
2. **Structure the Output:** Format the extracted information into a clear, structured set of search parameters. Use the following template:
```
Product Type: <primary item>
Attributes: <comma-separated features>
Constraints: <price limits or other hard requirements>
Search Query: <recommended search string>
```
3. **Hand Off:** Pass the structured parameters to the search execution skill (e.g., `webshop-search-executor` or `webshop-product-search`) to perform the actual query.
## Example
…Read the whole file at its exact version.
How to install
mdr add zjunlp/skillnet/webshop-query-interpreter@sha256:6d9461df07b8de3fThe line at the top of this page pins the label git:20260316.e08426e, 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_bxcyw3luymat3sgt)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 7, 2026 and Mar 16, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260316.e08426e latest | 2026-03-16 | e08426e | 2,502 B | A | view · diff |
| git:20260307.388baa3 | 2026-03-07 | 388baa3 | 1,180 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 (2502 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
zjunlp/skillnet · 1,449 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bxcyw3luymat3sgt GET https://markdownregistry.com/api/v1/resolve?ref=zjunlp/skillnet/webshop-query-interpreter GET https://markdownregistry.com/api/v1/blob/6d9461df07b8de3fcc78f4db459b14edf5ac0816f0722a2235989251a825a63e
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.