LinkedIn Humanizer
Skill Verified ActiveScrub AI tells from any text draft OR audit a finished post against the 2026 algorithm heuristic checklist. Tier-based rewriter (forensic / strict / aesthetic / all) plus `--mode audit` for detection-only pass-fail review covering length, hook, CTA, format penalties, AI vocab. Sub-tools: emoji-pattern detector, multi-detector spread tester (GPTZero, Originality.ai, ZeroGPT, Sapling, Copyleaks), rule explainer. Triggers on "humanize", "de-AI", "review this draft", "audit before posting", "is this ready".
To help users ensure their LinkedIn content sounds authentically human and passes modern algorithmic scrutiny, by scrubbing AI artifacts and adhering to specific stylistic rules.
Features
- Tiered AI text scrubbing (forensic, strict, aesthetic)
- AI detection auditing against a 2026 heuristic checklist
- Emoji pattern detection and analysis
- Multi-detector spread testing for AI text
- Rule explainer for stylistic justifications
Use Cases
- Humanizing AI-drafted posts before publishing
- Auditing finished drafts for algorithmic compliance and AI tells
- Understanding why certain writing styles might be flagged as AI
- Ensuring content adheres to a specific brand voice
Non-Goals
- Generating original content from scratch
- Providing factual content verification
- Acting as a general-purpose grammar checker
Practices
- AI Text Analysis
- Content Auditing
- Style Rule Application
- Prompt Engineering
Prerequisites
- Claude Code environment
- Python 3 environment (for scripts)
- API keys for external AI detectors (optional, for full functionality)
Installation
First, add the marketplace
/plugin marketplace add sergebulaev/linkedin-skills/plugin install linkedin-skills@linkedin-skillsQuality Score
VerifiedTrust Signals
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