Anti Vibe Writing
weijt606/anti-vibe-writing
A skill your agent uses when the user wants to humanize, de-AI, polish, or warm up an AI-generated document, in English or Chinese.
Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register.
Install Unslop Text
$ npx skills add JCarterJohnson/vibecoded-design-tells --skill unslop-text -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install JCarterJohnson/vibecoded-design-tells unslop-text --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/JCarterJohnson/vibecoded-design-tells.git skills-src && mkdir -p .claude/skills && cp -r skills-src/unslop-ai-text/skill .claude/skills/unslop-text && 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 "unslop-text" agent skill from https://github.com/JCarterJohnson/vibecoded-design-tells/tree/main/unslop-ai-text/skill into .claude/skills/unslop-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unslop-text", 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/JCarterJohnson/vibecoded-design-tells/tree/main/unslop-ai-text/skillType 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 JCarterJohnson/vibecoded-design-tells --skill unslop-text -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install JCarterJohnson/vibecoded-design-tells unslop-text --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JCarterJohnson/vibecoded-design-tells.git skills-src && mkdir -p .agents/skills && cp -r skills-src/unslop-ai-text/skill .agents/skills/unslop-text && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "unslop-text" agent skill from https://github.com/JCarterJohnson/vibecoded-design-tells/tree/main/unslop-ai-text/skill into .agents/skills/unslop-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unslop-text", 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 JCarterJohnson/vibecoded-design-tells --skill unslop-text -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install JCarterJohnson/vibecoded-design-tells unslop-text --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JCarterJohnson/vibecoded-design-tells.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/unslop-ai-text/skill .cursor/skills/unslop-text && 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 "unslop-text" agent skill from https://github.com/JCarterJohnson/vibecoded-design-tells/tree/main/unslop-ai-text/skill into .cursor/skills/unslop-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unslop-text", 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/JCarterJohnson/vibecoded-design-tells.git --path unslop-ai-text/skill--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 JCarterJohnson/vibecoded-design-tells --skill unslop-text -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install JCarterJohnson/vibecoded-design-tells unslop-text --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JCarterJohnson/vibecoded-design-tells.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/unslop-ai-text/skill .gemini/skills/unslop-text && 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 "unslop-text" agent skill from https://github.com/JCarterJohnson/vibecoded-design-tells/tree/main/unslop-ai-text/skill into .gemini/skills/unslop-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unslop-text", 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 JCarterJohnson/vibecoded-design-tells unslop-textInstalls 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 JCarterJohnson/vibecoded-design-tells --skill unslop-text -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/JCarterJohnson/vibecoded-design-tells.git skills-src && mkdir -p .github/skills && cp -r skills-src/unslop-ai-text/skill .github/skills/unslop-text && 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 "unslop-text" agent skill from https://github.com/JCarterJohnson/vibecoded-design-tells/tree/main/unslop-ai-text/skill into .github/skills/unslop-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unslop-text", 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 JCarterJohnson/vibecoded-design-tells --skill unslop-text -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install JCarterJohnson/vibecoded-design-tells unslop-text --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JCarterJohnson/vibecoded-design-tells.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/unslop-ai-text/skill .opencode/skills/unslop-text && 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 "unslop-text" agent skill from https://github.com/JCarterJohnson/vibecoded-design-tells/tree/main/unslop-ai-text/skill into .opencode/skills/unslop-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unslop-text", 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
unslop-text- GitHub stars
- 513
- Token cost
- ~3.5k tokens
- SKILL.md length
- 2,130 words
- Files
- 8 (incl. scripts, references)
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register.
- Auditing any prose for a reader (a post
- SKILL.md covers The trap to avoid (this is the…, How this differs from an AI…, Mode 1: Build (the important… and Mode 2: Audit (the guardrail), plus 2 more sections
- Runs Python scripts from its folder; calls python3
- Marketing copy)
What it does
Unslop Text is an agent skill from JCarterJohnson/vibecoded-design-tells. Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register. It has no house style and does not write for you. It removes the cited tells (the em dash, the "it's not just X, it's Y" cadence, assistant boilerplate, the delve/tapestry diction, listicle scaffolding, the "in conclusion" wrap-up) and warns against the over-corrected "trying not to sound like AI" register that swaps one default for another. Grounded in a Reddit analysis of 89,239…
Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `README.md`, `references/tells.md` and `references/writing-with-intent.md`).
It sits in Development, covering Project scaffolding, Humanizing AI text and Copywriting. It works with OpenAI and Reddit. The repository describes itself as: Reddit-mined data ranking the visual tells of vibe-coded (AI-built) sites: 3.2M posts scanned across 47 subreddits, with scripts, raw data, and charts.
When your agent uses it
- Auditing any prose for a reader (a post
- Marketing copy)
- Especially when the user wants it to sound human rather than AI
- Says it sounds like ChatGPT
Example prompts
- “s not just X, it”
- “in conclusion”
- “trying not to sound like AI”
- “/unslop-text”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit f7c4aef. 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
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Unslop Text loads about 3.5k tokens when it runs, and up to ~9.6k if it reads all its reference files. Until then it costs about 251 tokens; SKILL.md has 2,130 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); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,130 words (~3,504 tokens).
“Read this first, because the most common misunderstanding sinks the whole thing.”
- name
- unslop-text
Files
SKILL.md and 7 other files (scripts, references) in unslop-ai-text/skill of JCarterJohnson/vibecoded-design-tells.
- SKILL.md
- README.md
- references/.gitkeep
- references/tells.md
- references/writing-with-intent.md
- scripts/.gitkeep
- scripts/unslop_text_scan.py
- unslop-text.skill
Open the folder on GitHubat commit f7c4aef
Compare with similar skills
Unslop Text 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 |
|---|---|---|---|---|---|---|
| Unslop Text this skillJCarterJohnson/vibecoded-design-tells | 513 | — | ~3.5k | Automated safety check: Pass | Custom licence | |
| Anti Vibe Writingweijt606/anti-vibe-writing | 120 | — | ~3.9k | Automated safety check: Pass | MIT | |
| Last30daysaiskillstore/marketplace | 433 | 9 repos | ~3.7k | Automated safety check: Notes | None | |
| GitHub Closing DraftDucksss/codex-profiles | 179 | — | ~913 | Automated safety check: Pass | MIT | |
| Kmp Starter Create Fresh AppDevAtrii/Kmp-Starter-Template | 167 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Desloprohitg00/pro-workflow | 2.9k | — | ~899 | Automated safety check: Pass | None |
Similar skills
Last30days
aiskillstore/marketplace
Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
GitHub Closing Draft
Ducksss/codex-profiles
A skill your agent uses when drafting GitHub PRs, issues, listing copy, or maintainer requests for qualified codex-profiles tracker targets.
Kmp Starter Create Fresh App
DevAtrii/Kmp-Starter-Template
Research and plan a brand-new app before scaffolding it on the KMP Starter Template.
Deslop
rohitg00/pro-workflow
Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff.
Deslop
foryourhealth111-pixel/Vibe-Skills
Remove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate, style drift, and type casts.
More from JCarterJohnson/vibecoded-design-tells
Unslop Code
JCarterJohnson/vibecoded-design-tells
Strips the tells that make source code read as AI-generated and forces code that fits the project instead of the model's default average.
Unslop UI
JCarterJohnson/vibecoded-design-tells
Strips the cues that make a website read as AI-generated and forces a deliberate, project-specific design choice instead of the model's default.
Related
Categories
Questions about Unslop Text
What does Unslop Text do?
Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register. Unslop Text is an agent skill from JCarterJohnson/vibecoded-design-tells. Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register.
When should I use Unslop Text?
Unslop Text fits situations like: auditing any prose for a reader (a post; marketing copy); especially when the user wants it to sound human rather than AI; says it sounds like ChatGPT.
How do I install Unslop Text in Claude Code?
Run `npx skills add JCarterJohnson/vibecoded-design-tells --skill unslop-text -a claude-code`. Or copy the skill folder (unslop-ai-text/skill in JCarterJohnson/vibecoded-design-tells) into .claude/skills/unslop-text in your project. Claude Code loads it when a task matches its description.
How do I install Unslop Text in Codex?
Run `npx skills add JCarterJohnson/vibecoded-design-tells --skill unslop-text -a codex`. Or copy the skill folder (unslop-ai-text/skill in JCarterJohnson/vibecoded-design-tells) into .agents/skills/unslop-text in your project. Codex loads it when a task matches its description.
Can I use Unslop Text 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 JCarterJohnson/vibecoded-design-tells --skill unslop-text -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/unslop-text, .gemini/skills/unslop-text, .github/skills/unslop-text and .opencode/skills/unslop-text in your project.
What does Unslop Text need to run?
Going by SKILL.md and its folder, Unslop Text needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Unslop Text 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 Unslop Text 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Unslop Text use?
Unslop Text has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Unslop Text use?
About 3.5k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 6.1k tokens, read only when the agent opens those files.
What are the alternatives to Unslop Text?
Skills that share tags, products or a category with Unslop Text: Anti Vibe Writing (weijt606/anti-vibe-writing, 120 stars), Last30days (aiskillstore/marketplace, 433 stars), GitHub Closing Draft (Ducksss/codex-profiles, 179 stars) and Kmp Starter Create Fresh App (DevAtrii/Kmp-Starter-Template, 167 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Unslop Text?
JCarterJohnson (a GitHub user) maintains it in JCarterJohnson/vibecoded-design-tells, which has 513 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on June 24, 2026.
Source: JCarterJohnson/vibecoded-design-tells on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.