de-ai-pipeline
CommunityClean docs by removing AI tells.
Content & Communication#verification#ai-patterns#documentation-cleanup#pattern-detection#content-quality#text-rewrite
Authornotque
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Detects and removes AI writing patterns in documentation to improve authenticity and clarity, by performing controlled rephrasing while preserving meaning.
Core Features & Use Cases
- Automated detection of AI tells in multiple docs using a deterministic scanner.
- Non-destructive fixes through sentence rephrasing, respecting code blocks, frontmatter, and quotes.
- Iterative verification: re-scan after fixes, repeat up to three iterations, and report remaining issues.
- Parallel fixes across files for speed; supports dry-run modes and pattern refinement via false-positive reporting.
- Use Case: maintain human-like documentation for product guides or developer docs.
Quick Start
Run the de-ai-pipeline on your docs to scan for AI patterns, apply fixes, and re-scan up to three iterations.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: de-ai-pipeline Download link: https://github.com/notque/claude-code-toolkit/archive/main.zip#de-ai-pipeline Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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