File contents De-AI-Flavor Skill
Trigger
Keywords: de-ai, remove AI traces, humanize document, de-ai-flavor, humanize
When NOT to Use
Co-Authored-By in CHANGELOG (Git convention)
Documents discussing AI technology (topic itself requires it)
Quoting others' AI-related content
Variable/function names in code
Usage
/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
Detection Rules
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
Workflow
Scan file -> Mark AI traces -> Remove/Rewrite/Simplify -> Output summary
Verification
All tool names removed
Boilerplate rewritten to natural tone
Structure not overly flat or nested
Output Format
## 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
Examples
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
Converted and distributed by TomeVault — claim your Tome and manage your conversions.
1 --- 2 name: sd0xdev-sd0x-dev-flow-de-ai-flavor 3 description: De-AI-Flavor Skill 4 --- 5 6 # De-AI-Flavor Skill 7 8 ## Trigger 9 10 - Keywords: de-ai, remove AI traces, humanize document, de-ai-flavor, humanize 11 12 ## When NOT to Use 13 14 - Co-Authored-By in CHANGELOG (Git convention) 15 - Documents discussing AI technology (topic itself requires it) 16 - Quoting others' AI-related content 17 - Variable/function names in code 18 19 ## Usage 20 21 ```bash 22 /de-ai-flavor docs/xxx.md # Process specified file 23 /de-ai-flavor docs/ # Process all .md in directory 24 /de-ai-flavor # Process .md in git diff 25 ``` 26 27 ## Detection Rules 28 29 | Type | Pattern | Action | 30 | ----------------- | --------------------------------------------------- | ------- | 31 | Tool names | Claude/Codex/GPT/AI assistant | Remove | 32 | Boilerplate | "Let me...", "First...then...", "In conclusion" | Rewrite | 33 | Over-structuring | One sentence per heading, too many #### levels | Simplify| 34 | Service tone | "Hope this helps", "If you have questions..." | Remove | 35 | Self-description | "Next I will...", "I will proceed to..." | Remove | 36 | Iteration leaks | "Round 1/Round 2/Round N" | Rewrite | 37 38 ## Workflow 39 40 ``` 41 Scan file -> Mark AI traces -> Remove/Rewrite/Simplify -> Output summary 42 ``` 43 44 ## Verification 45 46 - All tool names removed 47 - Boilerplate rewritten to natural tone 48 - Structure not overly flat or nested 49 50 ## Output Format 51 52 ```markdown 53 ## De-AI-Flavor Results 54 55 **File**: `docs/xxx.md` 56 57 | Line | Original | Change | Reason | 58 | ---- | --------------------- | ----------------------- | ---------------- | 59 | 15 | Let me explain... | Removed | AI self-description | 60 | 32 | Claude suggests... | Changed to "Suggest..." | Tool name | 61 62 **Stats**: Removed 3 tool names | Rewrote 5 boilerplate | Simplified 2 structures 63 ``` 64 65 ## Examples 66 67 ``` 68 Input: /de-ai-flavor docs/tech-spec.md 69 Action: Scan -> Remove "Claude suggests" -> Rewrite "Let me explain" -> Output summary 70 ``` 71 72 ``` 73 Input: This document feels very AI-generated, please clean it up 74 Action: Detect git diff -> Mark AI traces -> Batch process -> Output stats 75 ``` 76 77 --- 78 > Converted and distributed by [TomeVault](https://tomevault.io/claim/sd0xdev) — claim your Tome and manage your conversions. 79 <!-- tomevault:4.0:skill_md:2026-04-11 -->
commit 428e9d52a6
Frequently asked questions How do I install the Sd0xdev Sd0x Dev Flow De AI Flavor skill? Run npx skillmds@latest add tomevault-io/sd0xdev-sd0x-dev-flow-de-ai-flavor in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
What does the Sd0xdev Sd0x Dev Flow De AI Flavor skill do? De-AI-Flavor Skill It is listed under Coding & Dev Tools on SkillMD.
Is Sd0xdev Sd0x Dev Flow De AI Flavor safe to use? This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
Which AI agents work with Sd0xdev Sd0x Dev Flow De AI Flavor? This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Is Sd0xdev Sd0x Dev Flow De AI Flavor free to use? Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
Who published Sd0xdev Sd0x Dev Flow De AI Flavor? tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.
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