Agent skill · Audited from source
Customer Feedback Analysis
skill · nexscope-ai/eCommerce-SkillsMIT licenceAudited 19 Oct 2026 · source 3e6c611584c3
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 3e6c611584c3 and found no filesystem, network or shell access and no hard-coded secrets. What it does: E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy, TikTok Shop, and all platforms.
Cite
Cite this page
ModelsAtlas. “Customer Feedback Analysis (nexscope-ai/eCommerce-Skills)”. Retrieved 19 Oct 2026. https://modelsatlas.com/skills/nexscope-ai/customer-feedback-analysis
Trust audit
Audit 0.4.1 · source read 19 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha 3e6c611584c3 · 19 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publishernexscope-ai GitHub organizationOwner of the repository this skill is read from
- Source foldernexscope-ai/eCommerce-Skills/customer-feedback-analysisThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdict3e6c611584c3A new audit runs when the source changes
- Repository statusNot archivedLast push 54 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy, TikTok Shop, and all platforms.
---
nexscope:
name: "Customer Feedback Analysis"
category: "Reviews & Reputation"
version: "1.0.0"
author: "Nexscope AI"
tags:
- "reviews"
- "sentiment-analysis"
- "customer-feedback"
- "product-improvement"
model: "any"
tokens: "~2000"
keywords:
- "customer feedback analysis"
- "review sentiment analysis"
---
# Customer Feedback Analysis
AI-powered customer feedback and review sentiment analysis skill. Extracts pain points, feature requests, and improvement priorities from customer reviews across e-commerce platforms.
## Capabilities
- Generates actionable reviews & reputation frameworks based on your specific business context
- Works across major e-commerce platforms (Amazon, Shopify, Walmart, WooCommerce, Etsy, TikTok Shop)
- Provides data-driven recommendations with industry benchmarks
- Outputs ready-to-implement plans, not just generic advice
## Install
```
clawhub install customer-feedback-analysis
```
## Usage
**Input:**
Product reviews, customer feedback data, brand/ASIN
**Output:**
Sentiment analysis report, pain point extraction, feature request ranking, improvement priority matrix
### Example Prompt
> "I run a [your business type] on [platform]. Help me set up customer feedback analysis for my business. Here's my current situation: [describe context]."
## Limitations
- Requires your specific business data for accurate recommendations
- Market benchmarks are based on US/EU data — adjust for other regions
- Recommendations should be validated against your platform's current policies
- Does not replace dedicated monitoring SaaS tools — designs the strategy and framework
---
*Built by [Nexscope AI](https://www.nexscope.ai/?co-from=skill) — AI-powered e-commerce intelligence.*Excerpt, first 1,767 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 3e6c611
git clone https://github.com/nexscope-ai/eCommerce-Skills git -C eCommerce-Skills checkout 3e6c611584c3
The author documents no install command, so this uses the repository directly. Our verdict covers commit 3e6c611584c3 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
3e6c611584c3
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/nexscope-ai/customer-feedback-analysis/)
The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.
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Add this badge to your README
[](https://modelsatlas.com/skills/nexscope-ai/customer-feedback-analysis/)
<a href="https://modelsatlas.com/skills/nexscope-ai/customer-feedback-analysis/"><img src="https://modelsatlas.com/skills/nexscope-ai/customer-feedback-analysis/badge.svg" alt="ModelsAtlas: SAFE B"></a>
Questions about Customer Feedback Analysis
What does the Customer Feedback Analysis skill do?
Is Customer Feedback Analysis safe to install?
What can Customer Feedback Analysis access on my machine?
How current is this page?
Sources
- github.com/nexscope-ai/eCommerce-Skills/tree/main/customer-feedb — the audited source at commit 3e6c611584c3 and every finding aboveObserved · 19 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Customer Feedback Analysis skill do?
- Is Customer Feedback Analysis safe to install?
- What can Customer Feedback Analysis access on my machine?