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.
가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. An agent skill from epoko77-ai/im-not-ai.
Install Humanize Redo
$ npx skills add epoko77-ai/im-not-ai --skill humanize-redo -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install epoko77-ai/im-not-ai humanize-redo --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/epoko77-ai/im-not-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/humanize-redo .claude/skills/humanize-redo && 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 "humanize-redo" agent skill from https://github.com/epoko77-ai/im-not-ai/tree/main/skills/humanize-redo into .claude/skills/humanize-redo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanize-redo", 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/epoko77-ai/im-not-ai/tree/main/skills/humanize-redoType 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 epoko77-ai/im-not-ai --skill humanize-redo -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install epoko77-ai/im-not-ai humanize-redo --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/epoko77-ai/im-not-ai.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/humanize-redo .agents/skills/humanize-redo && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "humanize-redo" agent skill from https://github.com/epoko77-ai/im-not-ai/tree/main/skills/humanize-redo into .agents/skills/humanize-redo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanize-redo", 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 epoko77-ai/im-not-ai --skill humanize-redo -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install epoko77-ai/im-not-ai humanize-redo --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/epoko77-ai/im-not-ai.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/humanize-redo .cursor/skills/humanize-redo && 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 "humanize-redo" agent skill from https://github.com/epoko77-ai/im-not-ai/tree/main/skills/humanize-redo into .cursor/skills/humanize-redo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanize-redo", 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/epoko77-ai/im-not-ai.git --path skills/humanize-redo--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 epoko77-ai/im-not-ai --skill humanize-redo -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install epoko77-ai/im-not-ai humanize-redo --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/epoko77-ai/im-not-ai.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/humanize-redo .gemini/skills/humanize-redo && 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 "humanize-redo" agent skill from https://github.com/epoko77-ai/im-not-ai/tree/main/skills/humanize-redo into .gemini/skills/humanize-redo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanize-redo", 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 epoko77-ai/im-not-ai humanize-redoInstalls 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 epoko77-ai/im-not-ai --skill humanize-redo -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/epoko77-ai/im-not-ai.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/humanize-redo .github/skills/humanize-redo && 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 "humanize-redo" agent skill from https://github.com/epoko77-ai/im-not-ai/tree/main/skills/humanize-redo into .github/skills/humanize-redo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanize-redo", 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 epoko77-ai/im-not-ai --skill humanize-redo -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install epoko77-ai/im-not-ai humanize-redo --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/epoko77-ai/im-not-ai.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/humanize-redo .opencode/skills/humanize-redo && 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 "humanize-redo" agent skill from https://github.com/epoko77-ai/im-not-ai/tree/main/skills/humanize-redo into .opencode/skills/humanize-redo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanize-redo", 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
humanize-redo- GitHub stars
- 5.9k
- Token cost
- ~326 tokens
- SKILL.md length
- 143 words
- Files
- 1
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- MIT
At a glance
가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. An agent skill from epoko77-ai/im-not-ai.
- Works in 5 steps: Glob으로… → 사용자 지시 파싱 → korean-style-rewriter 재호출 입력: 기존… → …
- Tasks that involve Humanizing AI text
- SKILL.md covers 사용자 지시, 동작, 루프 한도 and 참고
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Humanize Redo is an agent skill from epoko77-ai/im-not-ai. 가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. humanize-korean strict 윤문(Phase B)을 기존 runid에 재실행해 잔존 finding을 처리한다. 트리거 — "/humanize-redo".
Its SKILL.md is about 330 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 Writing & Content, covering Humanizing AI text. The repository describes itself as: AI가 쓴 한글을 사람 글처럼 윤문하는 Claude 스킬 — Korean AI-text humanizer: detects and rewrites translationese, mechanical parallelism, and 71 other AI tells. The licence is MIT.
When your agent uses it
- Tasks that involve Humanizing AI text
Example prompts
- “/humanize-redo”
- “/humanize-redo”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Glob으로 _workspace/YYYY-MM-DD-*/final.md(또는 01_input.txt)를 매칭해 최신 run_id 식별. 없으면 "이전 실행이 없습니다. /humanize로 시작하세요" 안내 후 종료.
- 사용자 지시 파싱
- korean-style-rewriter 재호출 입력: 기존 02_detection.json 또는 05_naturalness_review.json의 잔존 finding + 사용자 지시를 target_filter로 전달.
- 산출물은 03_rewrite_v2.md(또는 v3)로 버전 분리. 이전 final.md는 final_prev.md로 백업.
- strict Phase C 병렬 검증 → Phase D 최종 출력(변경 비교 표 + 신규 등급).
What it can do on your machine
Read from SKILL.md and the folder at commit 2f3d943. 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
Humanize Redo loads about 326 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 143 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
The full file from epoko77-ai/im-not-ai at commit 2f3d943, republished under its MIT licence (© epoko77-ai). 143 words, ~326 tokens.
Download SKILL.mdSave it as
.claude/skills/humanize-redo/SKILL.md (or your agent's skills folder).- name
- humanize-redo
- description
- 가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. humanize-korean strict 윤문(Phase B)을 기존 run_id에 재실행해 잔존 finding을 처리한다. 트리거 — "/humanize-redo".
- argument-hint
- [조정 지시 — 예: "번역투만 다시" "이 문단만" "강도 낮춰"]
- disable-model-invocation
- true
/humanize-redo — 2차 윤문 / 부분 재실행
cwd 기준 가장 최근 _workspace/{run_id}/를 찾아 humanize-korean 스킬의 strict 윤문(Phase B)부터 재호출한다.
사용자 지시
$ARGUMENTS
동작
Glob으로_workspace/YYYY-MM-DD-*/final.md(또는01_input.txt)를 매칭해 최신run_id식별. 없으면 "이전 실행이 없습니다./humanize로 시작하세요" 안내 후 종료.- 사용자 지시 파싱:
- 카테고리 지정("번역투만", "관용구만", "이모지만") → 해당 카테고리 finding만 재윤문
- 문단 지정("이 문단만", "두 번째 문단만") → 해당 범위 finding만
- 강도 조정("강도 낮춰"·"보수적으로" → S1만, "강도 높여" → S1+S2+S3)
- 롤백 요청("이 변경 되돌려줘") → 해당 edit을
content-fidelity-auditor롤백으로 처리 - 지시 없음·"2차 윤문해줘" → 잔존 finding 전체 대상 round 2
korean-style-rewriter재호출 입력: 기존02_detection.json또는05_naturalness_review.json의 잔존 finding + 사용자 지시를target_filter로 전달.- 산출물은
03_rewrite_v2.md(또는 v3)로 버전 분리. 이전final.md는final_prev.md로 백업. - strict Phase C 병렬 검증 → Phase D 최종 출력(변경 비교 표 + 신규 등급).
루프 한도
최대 round 3. 그 이상 미해결이면 hold_and_report로 사람 검토 권고.
참고
- 풀 파이프라인 신규 실행은
/humanize. - 분류 체계:
humanize-korean/references/ai-tell-taxonomy.md
© epoko77-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/humanize-redo of epoko77-ai/im-not-ai.
Open the folder on GitHubat commit 2f3d943
Compare with similar skills
Humanize Redo 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 |
|---|---|---|---|---|---|---|
| Humanize Redo this skillepoko77-ai/im-not-ai | 5.9k | — | ~326 | Automated safety check: Pass | MIT | |
| 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.
More from epoko77-ai/im-not-ai
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.
Korean AI-Text Humanizer
epoko77-ai/im-not-ai
Rewrites Korean text written by AI so it reads like a human wrote it, detecting translationese and other AI patterns while leaving the content untouched.
Korean Commit Message Polisher
epoko77-ai/im-not-ai
Rewrites Korean commit messages that read like office jargon or translation into natural wording, leaving the type, scope and meaning untouched.
Korean AI-Text Humanizer
epoko77-ai/im-not-ai
Finds the telltale patterns of AI-written Korean text and rewrites style, rhythm and wording so it reads as human, leaving the content unchanged.
Humanize Scan for Korean Text
epoko77-ai/im-not-ai
Scores how AI-written a Korean text reads by testing six signals, then shows sample before-and-after fixes in the chat without creating files.
Korean AI Text Humanizer Entry Command
epoko77-ai/im-not-ai
Runs Korean text through a humanizing pipeline at a light, standard, or heavy pass depth chosen automatically, then reports what changed and why.
Related
Categories
Questions about Humanize Redo
What does Humanize Redo do?
가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. An agent skill from epoko77-ai/im-not-ai. Humanize Redo is an agent skill from epoko77-ai/im-not-ai. 가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능.
When should I use Humanize Redo?
Humanize Redo fits situations like: tasks that involve Humanizing AI text.
How do I install Humanize Redo in Claude Code?
Run `npx skills add epoko77-ai/im-not-ai --skill humanize-redo -a claude-code`. Or copy the skill folder (skills/humanize-redo in epoko77-ai/im-not-ai) into .claude/skills/humanize-redo in your project. Claude Code loads it when a task matches its description.
How do I install Humanize Redo in Codex?
Run `npx skills add epoko77-ai/im-not-ai --skill humanize-redo -a codex`. Or copy the skill folder (skills/humanize-redo in epoko77-ai/im-not-ai) into .agents/skills/humanize-redo in your project. Codex loads it when a task matches its description.
Can I use Humanize Redo 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 epoko77-ai/im-not-ai --skill humanize-redo -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/humanize-redo, .gemini/skills/humanize-redo, .github/skills/humanize-redo and .opencode/skills/humanize-redo in your project.
What does Humanize Redo need to run?
SKILL.md names no scripts, command-line tools or credentials: Humanize Redo is instructions for the agent only.
Does Humanize Redo 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 Humanize Redo 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 Humanize Redo use?
Humanize Redo 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 Humanize Redo use?
About 326 tokens (SKILL.md is roughly 1.3k 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 Humanize Redo?
Skills that share tags, products or a category with Humanize Redo: 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 Humanize Redo?
epoko77-ai (a GitHub user) maintains it in epoko77-ai/im-not-ai, which has 5,909 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on September 26, 2026.
Source: epoko77-ai/im-not-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.