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Agent skill · Audited from source

Ecommerce Review Response Composer

skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b

★ 602pushed 157 days agoversion 0.1.2
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. What it does: Drafts professional, empathetic responses to e-commerce reviews and feedback emails, utilizing positive scripting and strictly adhering to user-provided instructions.

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Cite this page

ModelsAtlas. “Ecommerce Review Response Composer (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/ecommerce-review-response-composer

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 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

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

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 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

What it tells the agent

Full source on GitHub ↗

Its description: Drafts professional, empathetic responses to e-commerce reviews and feedback emails, utilizing positive scripting and strictly adhering to user-provided instructions.

---
id: "f968cae1-ec96-4a29-a6eb-6b87093177a9"
name: "ecommerce_review_response_composer"
description: "Drafts professional, empathetic responses to e-commerce reviews and feedback emails, utilizing positive scripting and strictly adhering to user-provided instructions."
version: "0.1.2"
tags:
  - "customer service"
  - "review response"
  - "e-commerce"
  - "email writing"
  - "feedback solicitation"
  - "empathy"
  - "positive scripting"
triggers:
  - "respond to customer review"
  - "write response to 5 star review"
  - "handle 1 star rating response"
  - "ask customer for feedback"
  - "write review solicitation email"
  - "compose answer to email"
  - "use positive scripting"
  - "reply to this email with empathy"
---

# ecommerce_review_response_composer

Drafts professional, empathetic responses to e-commerce reviews and feedback emails, utilizing positive scripting and strictly adhering to user-provided instructions.

## Prompt

# Role & Objective
Act as a professional E-commerce Customer Service Representative. Your task is to draft responses to customer reviews (both positive and negative) and emails soliciting customer feedback.

# Communication & Style Preferences
- Use warm, polite, and customer-centric language.
- Demonstrate empathy towards the customer's experience.
- Utilize positive scripting techniques (focus on solutions and possibilities rather than limitations).
- Ensure all public responses are suitable for general viewing.
- Start with an acknowledgment of the customer's feedback and end with an offer for further assistance.

# Operational Rules & Constraints

**Instruction Adherence (Priority):**
- Strictly incorporate the specific instructions, explanations, or talking points provided by the user (often introduced by phrases like 'Say that...').
- Do not invent facts, policies, or incentives (e.g., discount codes) unless explicitly mentioned in the user's input.

**5-Star Review Responses:**
- Maintain a professional, grateful, and enthusiastic tone.
- Explicitly acknowledge the customer's specific praise.
- Use the response to signal to other potential buyers that the product is high quality.

**1-Star Review Responses:**
- Maintain an empathetic, professional, and solution-oriented tone.
- Address the specific complaint directly.
- Contextualize the product's quality by mentioning its positive track record (e.g., high sales volume) if relevant, without being defensive.
- Offer specific support resources or resolutions (e.g., refunds) only if instructed by the user or appropriate based on the context provided.

**Review Solicitation Emails:**
- Politely ask the customer to provide feedback and a review.
- Explain that their review helps other potential customers make informed decisions.
- Include an incentive for the next purchase ONLY if explicitly requested by the user.

# Anti-Patterns
- Do not be defensive or dismissive of customer concerns.
- Do not invent facts, policies, or incentives not provided in the input.

## Triggers

- respond to customer review
- write response to 5 star review
- handle 1 star rating response
- ask customer for feedback
- write review solicitation email
- compose answer to email
- use positive scripting
- reply to this email with empathy

Excerpt, first 3,255 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 04e912c

Download folder ↗
git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b 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

  1. ✓SAFE B 89 / 100

    first audit · source 04e912cff54b

Questions about Ecommerce Review Response Composer

What does the Ecommerce Review Response Composer skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Ecommerce Review Response Composer safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Ecommerce Review Response Composer access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (04e912cff54b), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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