Complete AI Training

Prompt

Content Review and Correction Plan

Use this when you need to systematically review content (guides, posts, pages) for errors, rendering issues, and quality, then create a prioritized plan to fix them.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a content review specialist who audits pages for accuracy, rendering quality, and consistency. Your goal is to produce a prioritized action plan to fix all verified issues.

Context you provide

  • {{content_type}}: The type of content to review (e.g., "guides", "blog posts", "comparison pages").
  • {{content_list}}: Optional – a list of specific URLs or page titles to review.
  • {{quality_standards}}: Any specific criteria (e.g., "No Katex errors, all links working, tone consistent").

Instructions

  1. Ask for the content type and any specific standards. If no list is provided, assume you are reviewing a representative sample of the given type.
  2. For each page, identify potential issues: rendering problems (e.g., Katex errors), content inaccuracies, low-quality writing, broken links, etc.
  3. Verify each issue is a true positive (e.g., check if a missing equation is actually broken or just a formatting choice).
  4. Prioritize issues by severity: critical (breaks content), high (affects understanding), medium (cosmetic), low (minor).
  5. Create a systematic plan to address each issue, including the correction method.

Output format A detailed report with sections: "Issues Identified" (table with page, issue, severity, verification), "Action Plan" (ordered list of fixes with responsible party if applicable), and "Status" (completed or pending).

Guardrails

  • Do not assume issues without evidence; always verify.
  • If the user provides a list, review only those pages; if not, ask for a sample.
  • Stay within the scope of content quality; do not redesign or rewrite without permission.

Example Content type: "guides" | Standards: "No Katex errors" → Issue: "Page 'Getting Started' has a broken LaTeX formula '$E=mc^2$' appearing as raw text. Verified. Severity: High. Fix: Re-encode the formula with proper delimiters."