Agent skill

De AI Flavor

Remove AI artifacts from documents. An agent skill from sd0xdev/sd0x-harness.

MITAuto-check passedDevelopment

Install De AI Flavor

skills CLI

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

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install sd0xdev/sd0x-harness de-ai-flavor --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/de-ai-flavor .claude/skills/de-ai-flavor && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "de-ai-flavor" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/de-ai-flavor into .claude/skills/de-ai-flavor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "de-ai-flavor", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/sd0xdev/sd0x-harness/tree/main/skills/de-ai-flavor

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add sd0xdev/sd0x-harness --skill de-ai-flavor -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install sd0xdev/sd0x-harness de-ai-flavor --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/de-ai-flavor .agents/skills/de-ai-flavor && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "de-ai-flavor" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/de-ai-flavor into .agents/skills/de-ai-flavor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "de-ai-flavor", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add sd0xdev/sd0x-harness --skill de-ai-flavor -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install sd0xdev/sd0x-harness de-ai-flavor --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/de-ai-flavor .cursor/skills/de-ai-flavor && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "de-ai-flavor" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/de-ai-flavor into .cursor/skills/de-ai-flavor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "de-ai-flavor", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/sd0xdev/sd0x-harness.git --path skills/de-ai-flavor

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add sd0xdev/sd0x-harness --skill de-ai-flavor -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install sd0xdev/sd0x-harness de-ai-flavor --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/de-ai-flavor .gemini/skills/de-ai-flavor && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "de-ai-flavor" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/de-ai-flavor into .gemini/skills/de-ai-flavor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "de-ai-flavor", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install sd0xdev/sd0x-harness de-ai-flavor

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add sd0xdev/sd0x-harness --skill de-ai-flavor -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/de-ai-flavor .github/skills/de-ai-flavor && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "de-ai-flavor" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/de-ai-flavor into .github/skills/de-ai-flavor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "de-ai-flavor", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add sd0xdev/sd0x-harness --skill de-ai-flavor -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install sd0xdev/sd0x-harness de-ai-flavor --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/de-ai-flavor .opencode/skills/de-ai-flavor && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "de-ai-flavor" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/de-ai-flavor into .opencode/skills/de-ai-flavor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "de-ai-flavor", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: de-ai-flavor
GitHub stars: 192
Token cost: ~643 tokens
SKILL.md length: 110 words
Files: 1
Skills in repo: 89
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Remove AI artifacts from documents. An agent skill from sd0xdev/sd0x-harness.

: cleaning AI-generated text
SKILL.md covers Trigger, When NOT to Use, Usage and Detection Rules, plus 4 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Removing tool names

What it does

De AI Flavor is an agent skill from sd0xdev/sd0x-harness. 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.

Its SKILL.md is about 640 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Refactoring and Project scaffolding. The repository describes itself as: The harness layer for Claude Code — a reference implementation of harness engineering with hook-enforced dual review, state-machine gates that survive context compaction, and… The licence is MIT.

When your agent uses it

: cleaning AI-generated text
Removing tool names
Fixing boilerplate patterns

Example prompts

“/de-ai-flavor”

Requirements

Pre-approved tools (allowed-tools): Read, Grep, Glob, Edit

What it can do on your machine

Read from SKILL.md and the folder at commit a4d4bc1. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
- Read
- Grep
- Glob
- Edit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

De AI Flavor loads about 643 tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 110 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~66
When it runs · the whole SKILL.md, loaded when a task matches: ~643

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from sd0xdev/sd0x-harness at commit a4d4bc1, republished under its MIT licence (© sd0xdev). 110 words, ~643 tokens.

Download SKILL.mdSave it as .claude/skills/de-ai-flavor/SKILL.md (or your agent's skills folder).

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

bash

/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

markdown

## 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

Files

Just SKILL.md in skills/de-ai-flavor of sd0xdev/sd0x-harness.

Open the folder on GitHubat commit a4d4bc1

Compare with similar skills

De AI Flavor next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

De AI Flavor compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
De AI Flavor this skillsd0xdev/sd0x-harness	192	—	~643	Automated safety check: Pass	MIT	2 days ago
PonytailDavidObando/gsharp	564	8 repos	~1.7k	Automated safety check: Pass	MIT	today
Unslop CodeJCarterJohnson/vibecoded-design-tells	513	—	~2.5k	Automated safety check: Pass	Custom licence	3 mo ago
Rust Hygiene Audittsz-org/tsz	577	—	~1.5k	Automated safety check: Pass	Apache-2.0	1 mo ago
Nextjs App Architecturejakubwarkusz/themes	123	1 repos	~2.5k	Automated safety check: Pass	MIT	2 days ago
Task Workflowikarenkov/Modo	343	—	~2.4k	Automated safety check: Pass	None	3 mo ago

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Questions about De AI Flavor

What does De AI Flavor do?

Remove AI artifacts from documents. An agent skill from sd0xdev/sd0x-harness. De AI Flavor is an agent skill from sd0xdev/sd0x-harness. Remove AI artifacts from documents.

When should I use De AI Flavor?

De AI Flavor fits situations like: : cleaning AI-generated text; removing tool names; fixing boilerplate patterns.

How do I install De AI Flavor in Claude Code?

Run `npx skills add sd0xdev/sd0x-harness --skill de-ai-flavor -a claude-code`. Or copy the skill folder (skills/de-ai-flavor in sd0xdev/sd0x-harness) into .claude/skills/de-ai-flavor in your project. Claude Code loads it when a task matches its description.

How do I install De AI Flavor in Codex?

Run `npx skills add sd0xdev/sd0x-harness --skill de-ai-flavor -a codex`. Or copy the skill folder (skills/de-ai-flavor in sd0xdev/sd0x-harness) into .agents/skills/de-ai-flavor in your project. Codex loads it when a task matches its description.

Can I use De AI Flavor in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sd0xdev/sd0x-harness --skill de-ai-flavor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/de-ai-flavor, .gemini/skills/de-ai-flavor, .github/skills/de-ai-flavor and .opencode/skills/de-ai-flavor in your project.

What does De AI Flavor need to run?

SKILL.md names no scripts, command-line tools or credentials: De AI Flavor is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Edit.

Does De AI Flavor access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is De AI Flavor safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does De AI Flavor use?

De AI Flavor is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does De AI Flavor use?

About 643 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to De AI Flavor?

Skills that share tags, products or a category with De AI Flavor: Ponytail (DavidObando/gsharp, 564 stars), Unslop Code (JCarterJohnson/vibecoded-design-tells, 513 stars), Rust Hygiene Audit (tsz-org/tsz, 577 stars) and Nextjs App Architecture (jakubwarkusz/themes, 123 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains De AI Flavor?

sd0xdev (a GitHub user) maintains it in sd0xdev/sd0x-harness, which has 192 GitHub stars. The repository holds 89 skills in this directory. The repository was last updated on October 8, 2026.

Source: sd0xdev/sd0x-harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install De AI Flavor

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

De-AI-Flavor Skill

Trigger

When NOT to Use

Usage

Detection Rules

Workflow

Verification

Output Format

Examples

Files

Compare with similar skills

Similar skills

More from sd0xdev/sd0x-harness

Related

Questions about De AI Flavor