amazon-customer-review-and-rating-summary-scraper SKILL.md skillA
amazon-customer-review-and-rating-summary-scraper from bolvein-firex/scraping-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bolvein-firex/scraping-skills/amazon-customer-review-and-rating-summary-scraper@git:20261104.c6b6dc8Pins git:20261104.c6b6dc8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bolvein-firex/scraping-skills
- Path
skills/amazon-customer-review-and-rating-summary-scraper/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261104.c6b6dc8, committed Nov 4, 2026
- First version recorded
- Nov 2, 2026
- Size
- 6,847 bytes
- Repository stars
- 2
- License
- MIT
Get Amazon customer reviews and a product-level rating summary by product URL, keyword, or category, with star-rating and sort filters, across 23 Amazon domains. Output fields: productAsin, ratingScore, reviewTitle, reviewDescription, isVerified and more, as JSON rows. Use it for requests like "Amazon review scraper", "Amazon rating summary", "product review export", or a CSV/JSON export of public Amazon data.
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
# Amazon Customer Review & Rating Summary Scraper Get Amazon customer reviews and a product-level rating summary by product URL, keyword, or category, with star-rating and sort filters, across 23 Amazon domains. - Actor: https://apify.com/vexaloom-labs/amazon-customer-review-and-rating-summary-scraper (ID `vexaloom-labs~amazon-customer-review-and-rating-summary-scraper`) - n8n workflow for the same Actor: https://github.com/bolvein-firex/scraping-n8n-workflows/blob/main/docs/amazon-customer-review-and-rating-summary-scraper.md - Example input: `references/example-input.json` - Input schema: `references/input-schema.json` - Output fields: `references/output-fields.json` Short video breakdown: - [Stop copying Amazon reviews; sort them in a sheet](https://www.youtube.com/shorts/WhVOks5q4MU) ## When to use Use this skill when the user wants: - Amazon review scraper - Amazon rating summary - product review export - a repeatable export of public Amazon data as CSV or JSON Do not use it for private, login-protected or paywalled data. ## What it returns One JSON row per result. Columns from the Actor's dataset schema: - `productAsin`: ASIN - `ratingScore`: Rating …
Read the whole file at its exact version.
How to install
mdr add bolvein-firex/scraping-skills/amazon-customer-review-and-rating-summary-scraper@sha256:e7d6f054f9762351The line at the top of this page pins the label git:20261104.c6b6dc8, 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_mterm4r5stogam2c)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Nov 2, 2026 and Nov 4, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261104.c6b6dc8 latest | 2026-11-04 | c6b6dc8 | 6,847 B | A | view · diff |
| git:20261104.105f3cf | 2026-11-04 | 105f3cf | 6,595 B | A | view · diff |
| git:20261104.94103e0 | 2026-11-04 | 94103e0 | 6,585 B | A | view · diff |
| git:20261102.5d1257f | 2026-11-02 | 5d1257f | 5,935 B | A | view · diff |
| git:20261102.565694d | 2026-11-02 | 565694d | 6,249 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 (6847 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
bolvein-firex/scraping-skills · 2 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mterm4r5stogam2c GET https://markdownregistry.com/api/v1/resolve?ref=bolvein-firex/scraping-skills/amazon-customer-review-and-rating-summary-scraper GET https://markdownregistry.com/api/v1/blob/e7d6f054f9762351de97b50bd056c6e8512bac1157320986259a095e722933c5
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.