Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
Remove AI-generated writing patterns from rebuttal prose to make it sound natural, direct, and authentically human-authored.
Install Writing Anti AI
$ npx skills add runtsang/RebuttalStudio --skill writing-anti-ai -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install runtsang/RebuttalStudio writing-anti-ai --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/utility/stage/writing-anti-ai .claude/skills/writing-anti-ai && rm -rf skills-srcUse ~/.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/
Install the "writing-anti-ai" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/utility/stage/writing-anti-ai into .claude/skills/writing-anti-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-anti-ai", 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 install https://github.com/runtsang/RebuttalStudio/tree/master/skills/utility/stage/writing-anti-aiType 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.
$ npx skills add runtsang/RebuttalStudio --skill writing-anti-ai -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install runtsang/RebuttalStudio writing-anti-ai --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/utility/stage/writing-anti-ai .agents/skills/writing-anti-ai && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "writing-anti-ai" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/utility/stage/writing-anti-ai into .agents/skills/writing-anti-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-anti-ai", 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.
$ npx skills add runtsang/RebuttalStudio --skill writing-anti-ai -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install runtsang/RebuttalStudio writing-anti-ai --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/utility/stage/writing-anti-ai .cursor/skills/writing-anti-ai && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "writing-anti-ai" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/utility/stage/writing-anti-ai into .cursor/skills/writing-anti-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-anti-ai", 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 https://github.com/runtsang/RebuttalStudio.git --path skills/utility/stage/writing-anti-ai--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add runtsang/RebuttalStudio --skill writing-anti-ai -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install runtsang/RebuttalStudio writing-anti-ai --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/utility/stage/writing-anti-ai .gemini/skills/writing-anti-ai && rm -rf skills-srcUse ~/.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/
Install the "writing-anti-ai" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/utility/stage/writing-anti-ai into .gemini/skills/writing-anti-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-anti-ai", 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.
$ gh skill install runtsang/RebuttalStudio writing-anti-aiInstalls 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).
$ npx skills add runtsang/RebuttalStudio --skill writing-anti-ai -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/utility/stage/writing-anti-ai .github/skills/writing-anti-ai && rm -rf skills-srcUse ~/.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/
Install the "writing-anti-ai" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/utility/stage/writing-anti-ai into .github/skills/writing-anti-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-anti-ai", 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.
$ npx skills add runtsang/RebuttalStudio --skill writing-anti-ai -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install runtsang/RebuttalStudio writing-anti-ai --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/utility/stage/writing-anti-ai .opencode/skills/writing-anti-ai && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "writing-anti-ai" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/utility/stage/writing-anti-ai into .opencode/skills/writing-anti-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-anti-ai", 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
writing-anti-ai- GitHub stars
- 218
- Token cost
- ~1.6k tokens
- SKILL.md length
- 775 words
- Files
- 1
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- None found
At a glance
Remove AI-generated writing patterns from rebuttal prose to make it sound natural, direct, and authentically human-authored.
- Works in 6 steps: Cut Filler Phrases → Break Formulaic Structures → Vary Rhythm → …
- A Stage 2 refined draft
- SKILL.md covers Why This Matters for Rebuttals, Core Insight, Quick Checklist (Apply in Order) and Common AI Vocabulary in…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Writing Anti AI is an agent skill from runtsang/RebuttalStudio. Remove AI-generated writing patterns from rebuttal prose to make it sound natural, direct, and authentically human-authored. Use when a Stage 2 refined draft or Stage 4 follow-up response reads too formulaic, robotic, or "GPT-like". Supports academic English.
Its SKILL.md is about 1.6k 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 Research & Science. The repository describes itself as: A rebuttal editor for researchers to craft high-quality academic rebuttals — so you can focus on what to say, not how to format it.
When your agent uses it
- A Stage 2 refined draft
- Stage 4 follow-up response reads too formulaic
Example prompts
- “GPT-like”
- “/writing-anti-ai”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Cut Filler Phrases
- Break Formulaic Structures
- Vary Rhythm
- Trust the Reviewer
- Remove Pull-Quote Language
- Use First-Person Plural Correctly
What it can do on your machine
Read from SKILL.md and the folder at commit 1f81e2f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
en.wikipedia.orggithub.com
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
Writing Anti AI loads about 1.6k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 775 words of instructions outside code blocks.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 775 words (~1,625 tokens).
“Remove predictable AI writing patterns from rebuttal text so it reads as natural, confident academic prose — not as machine-generated boilerplate.”
- name
- writing-anti-ai
- tags
- Writing, Rebuttal, Anti-AI, Humanizer, Polish
- version
- 1.0.0
- source
- Adapted from Claude Scholar (https://github.com/Galaxy-Dawn/claude-scholar), skills/writing-anti-ai/SKILL.md. Original authored by gaoruizhang; based on…
Files
Just SKILL.md in skills/utility/stage/writing-anti-ai of runtsang/RebuttalStudio.
Open the folder on GitHubat commit 1f81e2f
Compare with similar skills
Writing Anti AI 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Writing Anti AI this skillruntsang/RebuttalStudio | 218 | — | ~1.6k | Automated safety check: Pass | None | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
Similar skills
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
More from runtsang/RebuttalStudio
All 19 skills in this repoCitation Verification
runtsang/RebuttalStudio
Verification guide for citations added during rebuttal writing.
Review Response
runtsang/RebuttalStudio
Systematic review response strategy guide for RebuttalStudio.
Stage5 Final Remarks
runtsang/RebuttalStudio
Fill a Stage5 final remarks template using condensed discussion markdown from all reviewers and optional rating changes.
Document Memory Summarize
runtsang/RebuttalStudio
Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section headings and no fabricated claims.
Text Condense
runtsang/RebuttalStudio
Condense rebuttal prose into fewer words without changing the original meaning.
Rebuttal Self Review
runtsang/RebuttalStudio
Systematic quality check for a completed rebuttal document before submission.
Related
Categories
Questions about Writing Anti AI
What does Writing Anti AI do?
Remove AI-generated writing patterns from rebuttal prose to make it sound natural, direct, and authentically human-authored. Writing Anti AI is an agent skill from runtsang/RebuttalStudio. Remove AI-generated writing patterns from rebuttal prose to make it sound natural, direct, and authentically human-authored.
When should I use Writing Anti AI?
Writing Anti AI fits situations like: A Stage 2 refined draft; stage 4 follow-up response reads too formulaic.
How do I install Writing Anti AI in Claude Code?
Run `npx skills add runtsang/RebuttalStudio --skill writing-anti-ai -a claude-code`. Or copy the skill folder (skills/utility/stage/writing-anti-ai in runtsang/RebuttalStudio) into .claude/skills/writing-anti-ai in your project. Claude Code loads it when a task matches its description.
How do I install Writing Anti AI in Codex?
Run `npx skills add runtsang/RebuttalStudio --skill writing-anti-ai -a codex`. Or copy the skill folder (skills/utility/stage/writing-anti-ai in runtsang/RebuttalStudio) into .agents/skills/writing-anti-ai in your project. Codex loads it when a task matches its description.
Can I use Writing Anti AI 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 runtsang/RebuttalStudio --skill writing-anti-ai -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/writing-anti-ai, .gemini/skills/writing-anti-ai, .github/skills/writing-anti-ai and .opencode/skills/writing-anti-ai in your project.
What does Writing Anti AI need to run?
SKILL.md names no scripts, command-line tools or credentials: Writing Anti AI is instructions for the agent only.
Does Writing Anti AI access the network?
SKILL.md names 2 domains. As links in the text: en.wikipedia.org and github.com. This is read from the text; nothing was executed.
Is Writing Anti AI 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 Writing Anti AI use?
No licence was found for Writing Anti AI or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Writing Anti AI use?
About 1.6k tokens (SKILL.md is roughly 6.5k 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 Writing Anti AI?
Skills that share tags, products or a category with Writing Anti AI: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Writing Anti AI?
runtsang (a GitHub user) maintains it in runtsang/RebuttalStudio, which has 218 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on April 3, 2026.
Source: runtsang/RebuttalStudio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.