Content Audit Expert

Overview

Content Audit Expert is a comprehensive AI-powered analysis tool that evaluates your written content across multiple dimensions—readability, tone, sentiment, SEO performance, and audience engagement potential. Rather than surface-level feedback, this skill provides deep structural analysis and actionable repurposing strategies.

This skill is invaluable for content teams, marketers, copywriters, and publishers who need to:

• - Maintain consistent brand voice across multiple channels (WordPress, Medium, LinkedIn, Slack)
• Optimize content for search engines with keyword analysis and heading structure recommendations
• Identify underperforming assets in your content library and discover repurposing opportunities
• Improve readability scores for diverse audience segments
• Detect tone misalignment before publishing across corporate, marketing, or support channels
• Analyze sentiment patterns to understand emotional resonance with your target audience

Unlike basic grammar checkers, Content Audit Expert leverages advanced NLP analysis to evaluate content holistically—examining narrative structure, keyword density, audience alignment, and conversion potential. It integrates seamlessly with WordPress editorial workflows, Slack publishing pipelines, and Google Drive content repositories.

Quick Start

Try these prompts immediately to see the skill in action:

Example 1: Blog Post Audit

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Example 2: Email Copy Analysis

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Example 3: Bulk Content Audit

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Capabilities

1. Readability Analysis

• - Flesch Kincaid Grade Level calculation
• Gunning Fog Index evaluation
• Sentence length variance detection
• Paragraph structure optimization
• Passive vs. active voice ratio analysis
• Jargon and complexity flagging

Usage Example:
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2. Tone & Voice Detection

• - Brand voice consistency scoring (0-100)
• Formal vs. conversational balance measurement
• Authority vs. approachability alignment
• Professional tone assessment
• Personality/character consistency tracking across multiple pieces
• Emotional resonance indicators

Usage Example:
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3. Sentiment & Emotional Analysis

• - Overall sentiment classification (positive, negative, neutral)
• Emotion detection (joy, trust, fear, surprise, sadness, disgust, anger, anticipation)
• Emotional intensity scoring
• Sentiment progression tracking through content
• Reader emotional journey mapping

Usage Example:
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4. SEO & Keyword Performance

• - Primary and secondary keyword identification
• Keyword density analysis with optimization recommendations
• Heading structure (H1/H2/H3) evaluation
• Meta description effectiveness
• Internal linking opportunity detection
• Target audience keyword intent alignment

Usage Example:
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5. Content Repurposing Strategy

• - Identify evergreen vs. time-sensitive content
• Generate 5+ repurposing ideas (social posts, email sequences, videos, infographics, podcasts)
• Calculate ROI potential for each repurposing avenue
• Suggest format conversions (blog → email series, article → social carousel)
• Cross-promotion opportunity mapping
• Content fragmentation strategy (break long-form into series)

Usage Example:
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6. Audience Alignment Scoring

• - Target persona matching (0-100)
• Language difficulty vs. audience reading level
• Relevance score to stated audience
• Engagement prediction based on demographic research
• Value prop clarity for specific personas

7. Competitive Benchmarking

• - Compare against industry standard readability scores
• Identify unique value propositions vs. competitor content
• Content depth analysis (word count, comprehensiveness)
• Missing information gaps relative to top-ranking competitors

Configuration

Required Environment Variables

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Setup Instructions

1. 1. Install dependencies (if running locally):

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1. 2. Authenticate with OpenAI:

- Get your API key from https://platform.openai.com/api-keys - Set the OPENAI_API_KEY environment variable - Verify access: INLINECODE1

1. 3. Integration Setups:

- WordPress: Use the ClawHub WordPress plugin to send content directly from editor - Google Docs: Share document, provide link in prompt - Slack: Enable ClawHub in your Slack workspace, use /audit [content] command - Email: Forward content via email or paste directly

Configuration Options

Option	Default	Description
INLINECODE3	comprehensive	basic, standard, or comprehensive analysis
INLINECODE4

general | Specify audience (C-suite, marketers, developers, etc.) | | CONTENT_FORMAT | article | article, email, social, whitepaper, case-study | | BRAND_VOICE_GUIDELINES | none | Paste your brand voice document for consistency scoring | | COMPETITOR_URLS | none | Include URLs for competitive benchmarking |

Example Outputs

Sample Readability Report

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Sample Tone & Sentiment Report

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Sample Repurposing Strategy

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Tips & Best Practices

1. Establish Baseline Metrics

Before making changes, run an audit to establish your content quality baseline. Track these metrics over time:

• - Average readability score
• Sentiment consistency
• Brand voice alignment percentage
• SEO keyword density

This creates accountability and shows improvement ROI to stakeholders.

2. Use Comparative Audits

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3. Implement Brand Voice Guidelines

Create a 1-page brand voice document covering:

• - Tone descriptors (warm, authoritative, playful, etc.)
• Vocabulary (preferred terms vs. forbidden jargon)
• Sentence structure preference
• Common phrases/mantras
• Examples of on-brand and off-brand writing

Run audits with this document for 95%+ consistency scoring.

4. Audit Before Updating Content

Always audit existing content before revisions. This:

• - Identifies what's currently working
• Prevents inadvertent tone shifts
• Shows specific improvement targets
• Creates a before/after comparison for stakeholder reporting

5. Leverage Repurposing for Content Multiplication

A single 2,000-word blog post can generate:

• - 1 email sequence (5-7 emails)
• 8-10 social media posts
• 1 webinar outline
• 1 short video script
• 1 podcast talking points outline

Multiplies content ROI by 5-8x without starting from scratch.

6. Segment Audits by Content Type

Different content types have different standards:

• - Blog posts: 70+ readability, positive sentiment
• Sales pages: 60-70 readability (exclusivity), high trust/anticipation
• Support docs: 75+ readability (clarity), neutral tone
• Email: 65-75 readability (scannable), warm tone

Configure audits for specific content type standards.

7. Monitor Sentiment Drift

If publishing frequently to a channel (newsletter, blog, social), track sentiment patterns:

• - Avoid 3+ consecutive negative posts
• Mix positive, neutral, and aspirational content
• Balance problem-focused with solution-focused messaging
• Maintain 70%+ positive sentiment overall for brand reputation

8. Use Competitive Benchmarking

Provide competitor URLs for comparative analysis: CODEBLOCK14

Safety & Guardrails

What This Skill WILL Do

✓ Analyze readability, tone, sentiment, and keyword performance ✓ Suggest structural improvements and repurposing strategies ✓ Provide competitive benchmarking and gap analysis ✓ Generate specific, actionable recommendations ✓ Create before/after editing examples

What This Skill WILL NOT Do

✗ Not a substitute for subject matter expertise — The skill analyzes structure and style, not factual accuracy. Always verify claims, statistics, and technical details independently.

✗ Not a plagiarism detector — Use Copyscape, Turnitin, or Grammarly's plagiarism checker instead.

✗ Not for automated publishing — All recommendations require human review before publishing. The skill flags concerns but doesn't make editorial decisions.

✗ Not a replacement for editors — Use for optimization, not as a complete editing solution. Complex rewrites and narrative restructuring still benefit from human editors.

✗ Not legal or medical content validation — This skill cannot verify compliance with industry regulations (HIPAA, legal disclaimers, medical claims). Consult domain experts for regulated content.

✗ Not cultural sensitivity analysis — While the skill detects tone, it may miss cultural context or offensive implications. Review with subject matter experts familiar with your audience's culture.

Limitations & Boundaries

Limitation	Workaround
Works best with 200+ words	Use bulk audits for shorter content; batch multiple pieces
Doesn't verify citations/facts

Cross-reference claims with fact-checking tools independently | | Brand voice matching requires clear guidelines | Provide detailed brand voice document for accuracy