sandbaseai/sandbase-skills · research/product-review-extractor/SKILL.md

product-review-extractor skillA

product-review-extractor is agent-read markdown (skill) from sandbaseai/sandbase-skills: Extract and analyze product reviews from e-commerce and review sites. Aggregates ratings, identifies common themes in positive and negative feedback, and surfaces actionable product insights from customer voices across platforms..

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.

How to install

Latest version
mdr add sandbaseai/sandbase-skills/product-review-extractor@git:20260813.48597a3
Exact content
mdr add sandbaseai/sandbase-skills/product-review-extractor@sha256:87372f09ef1623a6

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_izbtk6oxtzumapwy.svg)](https://markdownregistry.com/a/art_izbtk6oxtzumapwy)

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Versions

versioncommittedcommitsizeaudit
git:20260813.48597a3 latest2026-08-13 48597a3 1,741 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1741 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

GitHub

sandbaseai/sandbase-skills · 195 stars · license Apache-2.0 · pushed 2026-09-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_izbtk6oxtzumapwy
GET https://markdownregistry.com/api/v1/resolve?ref=sandbaseai/sandbase-skills/product-review-extractor
GET https://markdownregistry.com/api/v1/blob/87372f09ef1623a6b7f07a329f17fcdbf1d3775ea43aa956ef6e972616dc97f1

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.