Agent skill

Walmart Review Checker

by nexscope-ai in nexscope-ai/eCommerce-Skills

Walmart review authenticity analyzer. An agent skill from nexscope-ai/eCommerce-Skills.

MITAuto-check passed

Install Walmart Review Checker

skills CLI
$ npx skills add nexscope-ai/eCommerce-Skills --skill walmart-review-checker -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nexscope-ai/eCommerce-Skills walmart-review-checker --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nexscope-ai/eCommerce-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/review-checker/walmart-review-checker .claude/skills/walmart-review-checker && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
walmart-review-checker
GitHub stars
1.1k
Token cost
~617 tokens
SKILL.md length
121 words
Files
4 (incl. scripts)
Skills in repo
114
Repo updated
First seen
Licence
MIT

At a glance

Walmart review authenticity analyzer. An agent skill from nexscope-ai/eCommerce-Skills.

  • SKILL.md covers Installation, Features, Walmart-Specific Detection and Risk Levels, plus 2 more sections
  • Runs Python scripts from its folder; calls python3 and npx

What it does

Walmart Review Checker is an agent skill from nexscope-ai/eCommerce-Skills. Walmart review authenticity analyzer. Detect fake reviews, suspicious patterns, and rating manipulation. Includes WFS verified badge analysis, incentivized review detection, and Walmart-specific red flag identification. No API key required.

Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `scripts/analyzer.py`, `scripts/parser.py` and `scripts/report_html.py`).

The repository describes itself as: E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy… The licence is MIT.

Example prompts

  • “/walmart-review-checker”

Requirements

  • Python 3
  • Node.js

What it can do on your machine

Read from SKILL.md and the folder at commit ee0fb29. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 3 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3
    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • nexscope.ai

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Walmart Review Checker loads about 617 tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 121 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~617

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from nexscope-ai/eCommerce-Skills at commit ee0fb29, republished under its MIT licence (© nexscope-ai). 121 words, ~617 tokens.

Download SKILL.mdSave it as .claude/skills/walmart-review-checker/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
walmart-review-checker
description
Walmart review authenticity analyzer. Detect fake reviews, suspicious patterns, and rating manipulation. Includes WFS verified badge analysis, incentivized review detection, and Walmart-specific red flag identification. No API key required.
version
1.0.0

Walmart Review Checker 🔍

Review authenticity analyzer for Walmart — detect fake reviews, suspicious patterns, and feedback manipulation.

Installation

bash
npx skills add nexscope-ai/eCommerce-Skills --skill walmart-review-checker -g

Features

  • Authenticity Score — 0-100 comprehensive rating
  • WFS Verified Badge Analysis — Check fulfillment verification patterns
  • Incentivized Review Detection — Identify paid/incentivized reviews
  • Walmart-specific Red Flags — Platform-specific warning signs
  • Progressive Analysis — More data = deeper insights

Walmart-Specific Detection

SignalDescription
WFS BadgeVerified fulfillment patterns
Incentivized"Received free product" indicators
Review timingClustered reviews in short periods
Generic commentsTemplated review patterns

Risk Levels

ScoreLevelDescription
70-100✅ Low RiskReviews appear authentic
50-69⚠️ Medium RiskSome concerns found
30-49🔴 High RiskMultiple red flags
0-29💀 CriticalLikely manipulated reviews

Usage

Paste Reviews
Check these Walmart reviews:

5 stars - Great product, fast shipping from WFS!
5 stars - Exactly as described, love it!
1 star - Arrived damaged.
JSON Input
bash
python3 scripts/analyzer.py '[
  {"content": "Great product!", "rating": 5, "date": "2024-01-15", "wfs_verified": true},
  {"content": "Amazing!", "rating": 5, "date": "2024-01-15", "wfs_verified": false}
]'
Demo Mode
bash
python3 scripts/analyzer.py --demo

Output Example

📊 Walmart Review Authenticity Report

Product: Example Product
Reviews: 25
Analysis Level: L3

━━━━━━━━━━━━━━━━━━━━━━━━

Authenticity Score: 74/100 ✅

Low Risk - Reviews appear authentic.

━━━━━━━━━━━━━━━━━━━━━━━━

Detection Results

✅ Time Clustering: Normal
✅ WFS Verified Ratio: 68% (healthy)
⚠️ Generic Comments: 12%

Part of Nexscope AI — AI tools for e-commerce sellers.

© nexscope-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (scripts) in review-checker/walmart-review-checker of nexscope-ai/eCommerce-Skills.

  • SKILL.md
  • scripts/analyzer.py
  • scripts/parser.py
  • scripts/report_html.py

Open the folder on GitHubat commit ee0fb29

Compare with similar skills

Walmart Review Checker next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Walmart Review Checker compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
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Detecting Anomalous Authentication Patternsmukul975/Anthropic-Cybersecurity-Skills34k—~7.5kAutomated safety check: PassApache-2.0
Detecting Suspicious Powershell Executionmukul975/Anthropic-Cybersecurity-Skills34k—~923Automated safety check: PassApache-2.0
Detecting Suspicious OAuth Application Consentmukul975/Anthropic-Cybersecurity-Skills34k—~605Automated safety check: PassApache-2.0
Agent Authenticationruvnet/ruflo74k2 repos~711Automated safety check: PassMIT
Threat Detectionalirezarezvani/claude-skills28k—~3.5kAutomated safety check: PassMIT

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Questions about Walmart Review Checker

What does Walmart Review Checker do?

Walmart review authenticity analyzer. An agent skill from nexscope-ai/eCommerce-Skills. Walmart Review Checker is an agent skill from nexscope-ai/eCommerce-Skills. Walmart review authenticity analyzer.

How do I install Walmart Review Checker in Claude Code?

Run `npx skills add nexscope-ai/eCommerce-Skills --skill walmart-review-checker -a claude-code`. Or copy the skill folder (review-checker/walmart-review-checker in nexscope-ai/eCommerce-Skills) into .claude/skills/walmart-review-checker in your project. Claude Code loads it when a task matches its description.

How do I install Walmart Review Checker in Codex?

Run `npx skills add nexscope-ai/eCommerce-Skills --skill walmart-review-checker -a codex`. Or copy the skill folder (review-checker/walmart-review-checker in nexscope-ai/eCommerce-Skills) into .agents/skills/walmart-review-checker in your project. Codex loads it when a task matches its description.

Can I use Walmart Review Checker in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nexscope-ai/eCommerce-Skills --skill walmart-review-checker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/walmart-review-checker, .gemini/skills/walmart-review-checker, .github/skills/walmart-review-checker and .opencode/skills/walmart-review-checker in your project.

What does Walmart Review Checker need to run?

Going by SKILL.md and its folder, Walmart Review Checker needs Python for the scripts in its folder and the command-line tools its instructions call (python3 and npx). Our summary lists: Python 3; Node.js.

Does Walmart Review Checker access the network?

SKILL.md names 1 domain. As links in the text: nexscope.ai. This is read from the text; nothing was executed.

Is Walmart Review Checker safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Walmart Review Checker use?

Walmart Review Checker is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Walmart Review Checker use?

About 617 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Walmart Review Checker?

Skills that share tags, products or a category with Walmart Review Checker: Detecting Anomalous Authentication Patterns (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Detecting Suspicious Powershell Execution (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Detecting Suspicious OAuth Application Consent (mukul975/Anthropic-Cybersecurity-Skills, 34k stars) and Agent Authentication (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Walmart Review Checker?

nexscope-ai (a GitHub organization) maintains it in nexscope-ai/eCommerce-Skills, which has 1,109 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on August 26, 2026.

Source: nexscope-ai/eCommerce-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.