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.
Write content in any language indistinguishable from a skilled human writer.
Install Human Writing
$ npx skills add syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install syahiidkamil/Software-Engineer-AI-Agent-Atlas human-writing --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/syahiidkamil/Software-Engineer-AI-Agent-Atlas.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/human-writing .claude/skills/human-writing && 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 "human-writing" agent skill from https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writing into .claude/skills/human-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "human-writing", 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/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writingType 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 syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install syahiidkamil/Software-Engineer-AI-Agent-Atlas human-writing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/human-writing .agents/skills/human-writing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "human-writing" agent skill from https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writing into .agents/skills/human-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "human-writing", 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 syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install syahiidkamil/Software-Engineer-AI-Agent-Atlas human-writing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/human-writing .cursor/skills/human-writing && 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 "human-writing" agent skill from https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writing into .cursor/skills/human-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "human-writing", 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/syahiidkamil/Software-Engineer-AI-Agent-Atlas.git --path .claude/skills/human-writing--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 syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install syahiidkamil/Software-Engineer-AI-Agent-Atlas human-writing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/human-writing .gemini/skills/human-writing && 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 "human-writing" agent skill from https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writing into .gemini/skills/human-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "human-writing", 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 syahiidkamil/Software-Engineer-AI-Agent-Atlas human-writingInstalls 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 syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/human-writing .github/skills/human-writing && 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 "human-writing" agent skill from https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writing into .github/skills/human-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "human-writing", 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 syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install syahiidkamil/Software-Engineer-AI-Agent-Atlas human-writing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/human-writing .opencode/skills/human-writing && 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 "human-writing" agent skill from https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writing into .opencode/skills/human-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "human-writing", 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
human-writing- GitHub stars
- 401
- Token cost
- ~1.5k tokens
- SKILL.md length
- 782 words
- Files
- 3
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- None found
At a glance
Write content in any language indistinguishable from a skilled human writer.
- Works in 2 steps: 1: Detect Language and Load the Right… → Understand the Context First
- Tasks that involve Humanizing AI text
- SKILL.md covers Step 0.1: Detect Language and…, Step 0: Understand the Context…, Core Directive and Readability & Complexity, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Human Writing is an agent skill from syahiidkamil/Software-Engineer-AI-Agent-Atlas. Write content in any language indistinguishable from a skilled human writer. Avoids AI-sounding phrases, varies sentence structure, creates natural prose. Detects target language and loads language-specific AI-tells, register, and orthography from languages/.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `languages/README.md` and `languages/id.md`).
It sits in Writing & Content, covering Humanizing AI text. The repository describes itself as: ATLAS: a senior-engineer layer for Claude Code. Explore with wireframes & prototypes, clarify the essentials, capture it in HTML spec doc then let Claude Code's native…
When your agent uses it
- Tasks that involve Humanizing AI text
Example prompts
- “/human-writing”
Workflow steps
2 steps, taken from the step headings in SKILL.md.
- 1: Detect Language and Load the Right Module
- Understand the Context First
What it can do on your machine
Read from SKILL.md and the folder at commit fc0bf11. 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
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
Human Writing loads about 1.5k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 782 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 782 words (~1,490 tokens).
“Activate human-like writing mode. The goal is to pass the Turing test. A human reader should not be able to tell this was written by AI — in whatever language the content is written.”
- name
- human-writing
Files
SKILL.md and 2 other files in .claude/skills/human-writing of syahiidkamil/Software-Engineer-AI-Agent-Atlas.
- SKILL.md
- languages/README.md
- languages/id.md
Open the folder on GitHubat commit fc0bf11
Compare with similar skills
Human Writing 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 |
|---|---|---|---|---|---|---|
| Human Writing this skillsyahiidkamil/Software-Engineer-AI-Agent-Atlas | 401 | — | ~1.5k | Automated safety check: Pass | None | |
| HumanizerAzure-Samples/interview-coach-agent-framework | 173 | 38 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.
Chinese Text Humanizer
op7418/Humanizer-zh
Edits Chinese articles, comments and documents to remove filler, repetition and template phrasing while keeping the facts, the level of certainty and the author's voice.
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Related
Categories
Questions about Human Writing
What does Human Writing do?
Write content in any language indistinguishable from a skilled human writer. Human Writing is an agent skill from syahiidkamil/Software-Engineer-AI-Agent-Atlas. Write content in any language indistinguishable from a skilled human writer.
When should I use Human Writing?
Human Writing fits situations like: tasks that involve Humanizing AI text.
How do I install Human Writing in Claude Code?
Run `npx skills add syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a claude-code`. Or copy the skill folder (.claude/skills/human-writing in syahiidkamil/Software-Engineer-AI-Agent-Atlas) into .claude/skills/human-writing in your project. Claude Code loads it when a task matches its description.
How do I install Human Writing in Codex?
Run `npx skills add syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a codex`. Or copy the skill folder (.claude/skills/human-writing in syahiidkamil/Software-Engineer-AI-Agent-Atlas) into .agents/skills/human-writing in your project. Codex loads it when a task matches its description.
Can I use Human Writing 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 syahiidkamil/Software-Engineer-AI-Agent-Atlas --skill human-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/human-writing, .gemini/skills/human-writing, .github/skills/human-writing and .opencode/skills/human-writing in your project.
What does Human Writing need to run?
SKILL.md names no scripts, command-line tools or credentials: Human Writing is instructions for the agent only.
Does Human Writing 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 Human Writing 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 Human Writing use?
No licence was found for Human Writing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Human Writing use?
About 1.5k tokens (SKILL.md is roughly 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 Human Writing?
Skills that share tags, products or a category with Human Writing: Humanizer (Azure-Samples/interview-coach-agent-framework, 173 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 Human Writing?
syahiidkamil (a GitHub user) maintains it in syahiidkamil/Software-Engineer-AI-Agent-Atlas, which has 401 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on June 25, 2026.
Source: syahiidkamil/Software-Engineer-AI-Agent-Atlas on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.