Installable skillMIT

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.

BY ECNU-ICALKUPDATED Oct 27, 2026
INTENDED FOR✳Claude Code>_Codex◈OpenClaw↗CursorInstall in a listed agent.

instructions.md

---
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
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.