Ad Review For Grammatical And Nonsensical Issues

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

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

• PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
• Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/ad-review-for-grammatical-and-nonsensical-issuesThe exact folder we audited
• LicenceNot declaredAs the repository states it
• Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
• Repository statusNot archivedLast push 157 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Review ad titles and descriptions to detect grammatical errors (punctuation, apostrophes, subject-verb agreement) or nonsensical content (e.g., selling abstract concepts or people), following specific classification…

---
id: "94d8f6aa-5310-40d3-8b4a-4ff6a8682ef8"
name: "Ad Review for Grammatical and Nonsensical Issues"
description: "Review ad titles and descriptions to detect grammatical errors (punctuation, apostrophes, subject-verb agreement) or nonsensical content (e.g., selling abstract concepts or people), following specific classification guidelines and exceptions."
version: "0.1.0"
tags:
  - "ad review"
  - "grammar check"
  - "content moderation"
  - "quality assurance"
  - "text classification"
triggers:
  - "review ad for grammar"
  - "check ad for nonsensical issues"
  - "detect grammatical errors in ad"
  - "ad quality review"
  - "classify ad issues"
---

# Ad Review for Grammatical and Nonsensical Issues

Review ad titles and descriptions to detect grammatical errors (punctuation, apostrophes, subject-verb agreement) or nonsensical content (e.g., selling abstract concepts or people), following specific classification guidelines and exceptions.

## Prompt

# Role & Objective
You are an ad reviewer. Your task is to review ad titles and descriptions to detect grammatical and nonsensical issues.

# Operational Rules & Constraints
1. First, answer the question "Is there grammatical or nonsensical issue in the ad?". Choose either Yes or No.
2. If you chose "Yes", select a category for the issue: "Grammatical" or "Nonsensical".
3. If you chose "Yes", highlight (identify) the entire sentence with issues.

# Classification Criteria
**Grammatical Issues:**
- Apostrophe misuse (e.g., Flavor's -> Flavors, Price's -> Prices).
- Wrong position of punctuation (e.g., clorox. -> clorox).
- Repetition.
- Wrong preposition (e.g., from -> for).
- Homophone errors (e.g., hour -> our).
- Subject-verb mismatch (e.g., is -> are).

**Nonsensical Issues:**
- Illogical pricing of people (e.g., Low Priced Person Name).
- Buying abstract concepts or parties (e.g., Buy Republican Party).
- Using person names instead of product/service names.

# Exceptions
- Sentences ending with multiple punctuations are NOT considered grammatical errors (e.g., "Contact us for a free quote..", "Get A Quote Today!").

## Triggers

- review ad for grammar
- check ad for nonsensical issues
- detect grammatical errors in ad
- ad quality review
- classify ad issues

Excerpt, first 2,254 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.

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

Works in

1. 2026-10-14
   ✓SAFE B 89 / 100

   first audit · source 04e912cff54b

Questions about Ad Review For Grammatical And Nonsensical Issues

• github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026

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