ecommerce.reverse-product-image-search-api SKILL.md skillA

ecommerce.reverse-product-image-search-api from nexscope-ai/nexscope-ecommerce-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nexscope-ai/nexscope-ecommerce-skills/ecommerce.reverse-product-image-search-api@v1.0.3

Pins v1.0.3 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nexscope-ai/nexscope-ecommerce-skills
Path
ecommerce-reverse-product-image-search-api/SKILL.md
Versions recorded
5
Latest version
v1.0.3, committed Sep 29, 2026
First version recorded
Aug 28, 2026
Size
5,402 bytes
Repository stars
96
License
none declared

Find visual or keyword-derived competitors from a product image or URL across supported marketplaces. Use this skill when the user asks for this exact ecommerce workflow, analysis, data lookup, or deliverable.

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

# Reverse Product Image Search Api

## Core Concepts

Find visual or keyword-derived competitors from a product image or URL across supported marketplaces.

## Core workflow

1. Identify the marketplace, entity identifiers, date range, filters, and requested output.
2. Ask only for missing inputs that materially change the result.
3. Read `references/api.json` and select the exact package-local script for the required connector, calculation, transformation, or account workflow.
4. Execute the cataloged mode exactly: run `gateway-script` and `local-script` operations with the package-local script recorded in `upstreamPath`, and follow this document for `agent-guided` operations.
5. Validate returned fields and preserve the distinction between source facts, calculations, and recommendations.
6. Save large results through the runtime and present a concise user-facing summary with the artifact path.

## Operation Catalog

| Operation | Mode | Mutation | Callable |
|---|---|---:|---:|
| `step_3_5_junglescout` | local-script | no | yes |
| `step_4_merge_rank` | local-script | no | yes |
| `junglescout_sales_estimates` | gateway-script | no | yes |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nexscope-ai/nexscope-ecommerce-skills/ecommerce.reverse-product-image-search-api@sha256:13ac50965e52a058

The line at the top of this page pins the label v1.0.3, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lns7wzwa2jdp7ds4.svg)](https://markdownregistry.com/a/art_lns7wzwa2jdp7ds4)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 28, 2026 and Sep 29, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
v1.0.3 latest2026-09-29 56e55c3 5,402 BA view · diff
v1.0.22026-09-17 bc67a35 5,402 BA view · diff
v1.0.12026-09-17 c57e917 5,402 BA view · diff
v1.0.02026-09-14 fe7ea5b 4,894 BA view · diff
v1.0.02026-08-28 7fb4686 4,894 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5402 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

nexscope-ai/nexscope-ecommerce-skills · 96 stars · license none declared · pushed 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lns7wzwa2jdp7ds4
GET https://markdownregistry.com/api/v1/resolve?ref=nexscope-ai/nexscope-ecommerce-skills/ecommerce.reverse-product-image-search-api
GET https://markdownregistry.com/api/v1/blob/13ac50965e52a058946b78924823260be5292c29eec0300eb712daed6524f81c

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.

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