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/de-ai-flavor

Remove AI artifacts from documents. Use when: cleaning AI-generated text, removing tool names, fixing boilerplate patterns. Not for: doc review (use doc-review), doc refactoring (use doc-refactor). Output: cleaned document preserving original intent.

From plugin
sd0x-dev-flow
194102 skills16 agents5 hooks

Claude Code

$ npx -y skills add sd0xdev/sd0x-harness --skill de-ai-flavor --agent claude-code

SKILL.md

de-ai-flavor.SKILL.md
name: de-ai-flavor
description: "Remove AI artifacts from documents. Use when: cleaning AI-generated text, removing tool names, fixing boilerplate patterns. Not for: doc review (use doc-review), doc refactoring (use doc-refactor). Output: cleaned document preserving original intent."
allowed-tools: Read, Grep, Glob, Edit

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
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@sd0xdev
Ships withsd0x-dev-flow

Language: English | 繁體中文 | 简体中文 | 日本語 | 한국어 | Español The harness layer for Claude Code. Let the model choose the path. Keep "done" verifiable. Claude has discretion inside a closed, test-pinned anchor set.

194102 skills16 agents
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Questions about de-ai-flavor.

Which coding agents can use de-ai-flavor?
de-ai-flavor installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.