From sd0x-dev-flow
Removes AI artifacts from Markdown documents: tool names, boilerplate phrases, over-structuring. Cleans AI-generated text preserving intent. Invoke via /de-ai-flavor on files, dirs, or git diff.
npx claudepluginhub sd0xdev/sd0x-dev-flow --plugin sd0x-dev-flowThis skill is limited to using the following tools:
- Keywords: de-ai, remove AI traces, humanize document, de-ai-flavor, humanize
Removes AI-generated jargon, cliches, buzzwords, hedging, and robotic patterns from text files to restore natural human voice. Creates -HUMAN version with changelog.
Humanizes AI-generated text in project files, READMEs, docs, and blogs by detecting and fixing 24 documented AI writing patterns. Interactive workflow with input selection, content type, and intensity options.
Humanizes AI-generated memory files like CLAUDE.md, todos, and docs by removing AI-isms, adding burstiness, and preserving code blocks, URLs, paths, commands, headings exactly. Supports fast regex (--deterministic) or Claude LLM rewrite modes.
Share bugs, ideas, or general feedback.
/de-ai-flavor docs/xxx.md # Process specified file
/de-ai-flavor docs/ # Process all .md in directory
/de-ai-flavor # Process .md in git diff
| Type | Pattern | Action |
|---|---|---|
| Tool names | Claude/Codex/GPT/AI assistant | Remove |
| Boilerplate | "Let me...", "First...then...", "In conclusion" | Rewrite |
| Over-structuring | One sentence per heading, too many #### levels | Simplify |
| Service tone | "Hope this helps", "If you have questions..." | Remove |
| Self-description | "Next I will...", "I will proceed to..." | Remove |
| Iteration leaks | "Round 1/Round 2/Round N" | Rewrite |
Scan file -> Mark AI traces -> Remove/Rewrite/Simplify -> Output summary
## De-AI-Flavor Results
**File**: `docs/xxx.md`
| Line | Original | Change | Reason |
| ---- | --------------------- | ----------------------- | ---------------- |
| 15 | Let me explain... | Removed | AI self-description |
| 32 | Claude suggests... | Changed to "Suggest..." | Tool name |
**Stats**: Removed 3 tool names | Rewrote 5 boilerplate | Simplified 2 structures
Input: /de-ai-flavor docs/tech-spec.md
Action: Scan -> Remove "Claude suggests" -> Rewrite "Let me explain" -> Output summary
Input: This document feels very AI-generated, please clean it up
Action: Detect git diff -> Mark AI traces -> Batch process -> Output stats