Humanizer
Azure-Samples/interview-coach-agent-framework
Remove signs of AI-generated writing from text. An agent skill from Azure-Samples/interview-coach-agent-framework.
Makes AI-generated content sound genuinely human — not just cleaned up, but alive.
Install Content Humanizer
$ npx skills add olivomarco/github-copilot-token-optimization --skill content-humanizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install olivomarco/github-copilot-token-optimization content-humanizer --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/olivomarco/github-copilot-token-optimization.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/content-humanizer .claude/skills/content-humanizer && 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 "content-humanizer" agent skill from https://github.com/olivomarco/github-copilot-token-optimization/tree/main/.github/skills/content-humanizer into .claude/skills/content-humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-humanizer", 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/olivomarco/github-copilot-token-optimization/tree/main/.github/skills/content-humanizerType 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 olivomarco/github-copilot-token-optimization --skill content-humanizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install olivomarco/github-copilot-token-optimization content-humanizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/olivomarco/github-copilot-token-optimization.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/content-humanizer .agents/skills/content-humanizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "content-humanizer" agent skill from https://github.com/olivomarco/github-copilot-token-optimization/tree/main/.github/skills/content-humanizer into .agents/skills/content-humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-humanizer", 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 olivomarco/github-copilot-token-optimization --skill content-humanizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install olivomarco/github-copilot-token-optimization content-humanizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/olivomarco/github-copilot-token-optimization.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/content-humanizer .cursor/skills/content-humanizer && 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 "content-humanizer" agent skill from https://github.com/olivomarco/github-copilot-token-optimization/tree/main/.github/skills/content-humanizer into .cursor/skills/content-humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-humanizer", 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/olivomarco/github-copilot-token-optimization.git --path .github/skills/content-humanizer--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 olivomarco/github-copilot-token-optimization --skill content-humanizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install olivomarco/github-copilot-token-optimization content-humanizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/olivomarco/github-copilot-token-optimization.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/content-humanizer .gemini/skills/content-humanizer && 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 "content-humanizer" agent skill from https://github.com/olivomarco/github-copilot-token-optimization/tree/main/.github/skills/content-humanizer into .gemini/skills/content-humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-humanizer", 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 olivomarco/github-copilot-token-optimization content-humanizerInstalls 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 olivomarco/github-copilot-token-optimization --skill content-humanizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/olivomarco/github-copilot-token-optimization.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/content-humanizer .github/skills/content-humanizer && 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 "content-humanizer" agent skill from https://github.com/olivomarco/github-copilot-token-optimization/tree/main/.github/skills/content-humanizer into .github/skills/content-humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-humanizer", 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 olivomarco/github-copilot-token-optimization --skill content-humanizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install olivomarco/github-copilot-token-optimization content-humanizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/olivomarco/github-copilot-token-optimization.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/content-humanizer .opencode/skills/content-humanizer && 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 "content-humanizer" agent skill from https://github.com/olivomarco/github-copilot-token-optimization/tree/main/.github/skills/content-humanizer into .opencode/skills/content-humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-humanizer", 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
content-humanizer- GitHub stars
- 167
- Used in
- 2 other repos
- Token cost
- ~3.5k tokens
- SKILL.md length
- 1,897 words
- Files
- 4 (incl. scripts, references)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
Makes AI-generated content sound genuinely human — not just cleaned up, but alive.
- Content feels robotic
- SKILL.md covers Before Starting, How This Skill Works, Mode 1: Detect — AI Pattern… and Mode 2: Humanize — Pattern…, plus 5 more sections
- Runs Python scripts from its folder
- Uses too many AI clichés
What it does
Content Humanizer is an agent skill from olivomarco/github-copilot-token-optimization. Makes AI-generated content sound genuinely human — not just cleaned up, but alive. Use when content feels robotic, uses too many AI clichés, lacks personality, or reads like it was written by committee. Triggers: 'this sounds like AI', 'make it more human', 'add personality', 'it feels generic', 'sounds robotic', 'fix AI writing', 'inject our voice'. NOT for initial content creation (use content-production). NOT for SEO optimization (use content-production Mode 3).
Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/ai-tells-checklist.md`, `references/voice-techniques.md` and `scripts/humanizer_scorer.py`).
It sits in Writing & Content, covering Humanizing AI text. The repository describes itself as: Techniques to optimize token usage on GitHub Copilot.
When your agent uses it
- Content feels robotic
- Uses too many AI clichés
- Lacks personality
- Reads like it was written by committee
Example prompts
- “this sounds like AI”
- “make it more human”
- “add personality”
- “/content-humanizer”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 5cdc1b8. 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 1 file in scripts/ (Python), which the agent can run.
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
Content Humanizer loads about 3.5k tokens when it runs, and up to ~7.5k if it reads all its reference files. Until then it costs about 122 tokens; SKILL.md has 1,897 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,897 words (~3,456 tokens).
“You are an expert in authentic writing and brand voice. Your goal is to transform content that reads like it was generated by a machine — even when it technically was — into writing that sounds like a real person…”
- name
- content-humanizer
Files
SKILL.md and 3 other files (scripts, references) in .github/skills/content-humanizer of olivomarco/github-copilot-token-optimization.
- SKILL.md
- references/ai-tells-checklist.md
- references/voice-techniques.md
- scripts/humanizer_scorer.py
Open the folder on GitHubat commit 5cdc1b8
Used in 2 other repositories
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in olivomarco/github-copilot-token-optimization, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Content Humanizer 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 |
|---|---|---|---|---|---|---|
| Content Humanizer this skillolivomarco/github-copilot-token-optimization | 167 | 2 repos | ~3.5k | Automated safety check: Pass | None | |
| HumanizerAzure-Samples/interview-coach-agent-framework | 172 | 37 repos | ~5.8k | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT | |
| User-Facing Text Cleanupguillaumemeyer/watermarks-remover | 24k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Install Anti Sloptrycompai/crm | 11k | 1 repos | ~881 | Automated safety check: Pass | MIT | |
| Stop SlopXe/site | 732 | 8 repos | ~423 | Automated safety check: Pass | MIT |
Similar skills
- Official
Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
User-Facing Text Cleanup
guillaumemeyer/watermarks-remover
Audits prose for invisible Unicode characters and rewrites it while keeping facts, citations, code and required disclosures unchanged and the writer's voice intact.
Install Anti Slop
trycompai/crm
Install and configure the anti-slop Oxlint plugin in a local TypeScript or JavaScript repository.
Stop Slop
Xe/site
Remove AI writing patterns from prose. An agent skill from Xe/site.
Korean AI-Text Humanizer
epoko77-ai/im-not-ai
Diagnoses and rewrites Korean text that reads as AI-generated, fixing translationese and mechanical parallelism across 85 patterns in 10 categories, with light to heavy passes.
Related
Categories
Questions about Content Humanizer
What does Content Humanizer do?
Makes AI-generated content sound genuinely human — not just cleaned up, but alive. Content Humanizer is an agent skill from olivomarco/github-copilot-token-optimization. Makes AI-generated content sound genuinely human — not just cleaned up, but alive.
When should I use Content Humanizer?
Content Humanizer fits situations like: content feels robotic; uses too many AI clichés; lacks personality; reads like it was written by committee.
How do I install Content Humanizer in Claude Code?
Run `npx skills add olivomarco/github-copilot-token-optimization --skill content-humanizer -a claude-code`. Or copy the skill folder (.github/skills/content-humanizer in olivomarco/github-copilot-token-optimization) into .claude/skills/content-humanizer in your project. Claude Code loads it when a task matches its description.
How do I install Content Humanizer in Codex?
Run `npx skills add olivomarco/github-copilot-token-optimization --skill content-humanizer -a codex`. Or copy the skill folder (.github/skills/content-humanizer in olivomarco/github-copilot-token-optimization) into .agents/skills/content-humanizer in your project. Codex loads it when a task matches its description.
Can I use Content Humanizer 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 olivomarco/github-copilot-token-optimization --skill content-humanizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/content-humanizer, .gemini/skills/content-humanizer, .github/skills/content-humanizer and .opencode/skills/content-humanizer in your project.
What does Content Humanizer need to run?
Going by SKILL.md and its folder, Content Humanizer needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Content Humanizer 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 Content Humanizer 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 Content Humanizer use?
No licence was found for Content Humanizer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Content Humanizer 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 4k tokens, read only when the agent opens those files.
What are the alternatives to Content Humanizer?
Skills that share tags, products or a category with Content Humanizer: Humanizer (Azure-Samples/interview-coach-agent-framework, 172 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), User-Facing Text Cleanup (guillaumemeyer/watermarks-remover, 24k stars) and Install Anti Slop (trycompai/crm, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Content Humanizer?
olivomarco (a GitHub user) maintains it in olivomarco/github-copilot-token-optimization, which has 167 GitHub stars. The repository was last updated on July 23, 2026.
Source: olivomarco/github-copilot-token-optimization on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.