MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
AI가 쓴 한글의 "AI 문체"를 문장 단위로 걷어 낸다. An agent skill from Turtle-Hwan/im-ai-copyeditor.
MITAuto-check passed
Install Im AI Copyeditor AI
$ npx skills add Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-ai -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Turtle-Hwan/im-ai-copyeditor im-ai-copyeditor-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/Turtle-Hwan/im-ai-copyeditor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/im-ai-copyeditor-ai .claude/skills/im-ai-copyeditor-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 "im-ai-copyeditor-ai" agent skill from https://github.com/Turtle-Hwan/im-ai-copyeditor/tree/main/skills/im-ai-copyeditor-ai into .claude/skills/im-ai-copyeditor-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "im-ai-copyeditor-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/Turtle-Hwan/im-ai-copyeditor/tree/main/skills/im-ai-copyeditor-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 Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-ai -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Turtle-Hwan/im-ai-copyeditor im-ai-copyeditor-ai --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Turtle-Hwan/im-ai-copyeditor.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/im-ai-copyeditor-ai .agents/skills/im-ai-copyeditor-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 "im-ai-copyeditor-ai" agent skill from https://github.com/Turtle-Hwan/im-ai-copyeditor/tree/main/skills/im-ai-copyeditor-ai into .agents/skills/im-ai-copyeditor-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "im-ai-copyeditor-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 Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-ai -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Turtle-Hwan/im-ai-copyeditor im-ai-copyeditor-ai --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Turtle-Hwan/im-ai-copyeditor.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/im-ai-copyeditor-ai .cursor/skills/im-ai-copyeditor-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 "im-ai-copyeditor-ai" agent skill from https://github.com/Turtle-Hwan/im-ai-copyeditor/tree/main/skills/im-ai-copyeditor-ai into .cursor/skills/im-ai-copyeditor-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "im-ai-copyeditor-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/Turtle-Hwan/im-ai-copyeditor.git --path skills/im-ai-copyeditor-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 Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-ai -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Turtle-Hwan/im-ai-copyeditor im-ai-copyeditor-ai --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Turtle-Hwan/im-ai-copyeditor.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/im-ai-copyeditor-ai .gemini/skills/im-ai-copyeditor-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 "im-ai-copyeditor-ai" agent skill from https://github.com/Turtle-Hwan/im-ai-copyeditor/tree/main/skills/im-ai-copyeditor-ai into .gemini/skills/im-ai-copyeditor-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "im-ai-copyeditor-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 Turtle-Hwan/im-ai-copyeditor im-ai-copyeditor-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 Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-ai -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Turtle-Hwan/im-ai-copyeditor.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/im-ai-copyeditor-ai .github/skills/im-ai-copyeditor-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 "im-ai-copyeditor-ai" agent skill from https://github.com/Turtle-Hwan/im-ai-copyeditor/tree/main/skills/im-ai-copyeditor-ai into .github/skills/im-ai-copyeditor-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "im-ai-copyeditor-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 Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-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 Turtle-Hwan/im-ai-copyeditor im-ai-copyeditor-ai --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Turtle-Hwan/im-ai-copyeditor.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/im-ai-copyeditor-ai .opencode/skills/im-ai-copyeditor-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 "im-ai-copyeditor-ai" agent skill from https://github.com/Turtle-Hwan/im-ai-copyeditor/tree/main/skills/im-ai-copyeditor-ai into .opencode/skills/im-ai-copyeditor-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "im-ai-copyeditor-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
im-ai-copyeditor-ai- GitHub stars
- 100
- Token cost
- ~590 tokens
- SKILL.md length
- 294 words
- Files
- 10 (incl. scripts, references)
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
AI가 쓴 한글의 "AI 문체"를 문장 단위로 걷어 낸다. An agent skill from Turtle-Hwan/im-ai-copyeditor.
- SKILL.md covers 절차, 옵션 and 주의
- Runs Python scripts from its folder; calls python3
What it does
Im AI Copyeditor AI is an agent skill from Turtle-Hwan/im-ai-copyeditor. AI가 쓴 한글의 "AI 문체"를 문장 단위로 걷어 낸다. 기계적 나열, 결말 공식, 과장 어휘, 이모지·과한 불릿·볼드, 비슷한 길이·종결 반복, 표현을 자꾸 누그러뜨리기, 문두 접속사 남발, "것이다" 식 맺음을 자연스럽게. 뜻은 한 글자도 바꾸지 않는다. 트리거 — "AI 문체 빼줘", "GPT 문체 자연스럽게", "AI 같은 글 사람처럼", "휴머나이즈". 문장 교정(번역투·군더더기)까지: -sentence / 맞춤법·문체: -grammar / 전부: im-ai-copyeditor.
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `references/ai-tell-rules.md`, `references/grammar-rules.md` and `references/prime-directives.md`). Compatibility notes: 문장 분절 스크립트 실행에 python3(없으면 python) 필요.
It works with Python. The repository describes itself as: LLM이 모든 문장을 한 줄씩 읽고, 사람이 읽기 좋은 글로 다듬는 스킬. The licence is MIT.
Example prompts
- “GPT 문체 자연스럽게”
- “AI 같은 글 사람처럼”
- “/im-ai-copyeditor-ai”
Requirements
- Python 3
- Compatibility (from SKILL.md): 문장 분절 스크립트 실행에 python3(없으면 python) 필요.
What it can do on your machine
Read from SKILL.md and the folder at commit 393cf27. 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 3 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.
Compatibility
문장 분절 스크립트 실행에 python3(없으면 python) 필요.
From compatibility in the SKILL.md frontmatter.
Context cost
Im AI Copyeditor AI loads about 590 tokens when it runs, and up to ~15k if it reads all its reference files. Until then it costs about 74 tokens; SKILL.md has 294 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
The full file from Turtle-Hwan/im-ai-copyeditor at commit 393cf27, republished under its MIT licence (© Turtle-Hwan). 294 words, ~590 tokens.
Download SKILL.mdSave it as
.claude/skills/im-ai-copyeditor-ai/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- im-ai-copyeditor-ai
- description
- AI가 쓴 한글의 "AI 문체"를 문장 단위로 걷어 낸다. 기계적 나열, 결말 공식, 과장 어휘, 이모지·과한 불릿·볼드, 비슷한 길이·종결 반복, 표현을 자꾸 누그러뜨리기, 문두 접속사 남발, "것이다" 식 맺음을 자연스럽게. 뜻은 한 글자도 바꾸지 않는다. 트리거 — "AI 문체 빼줘", "GPT 문체 자연스럽게", "AI 같은 글 사람처럼", "휴머나이즈". 문장 교정(번역투·군더더기)까지: -sentence / 맞춤법·문체: -grammar / 전부: im-ai-copyeditor.
- compatibility
- 문장 분절 스크립트 실행에 python3(없으면 python) 필요.
- metadata.version
- 0.3.0
im-ai-copyeditor-ai — AI 문체 제거
AI가 쓴 한글의 기계적 수사·구조·리듬을 문장 단위로 손본다. 정규식으로 한꺼번에 바꾸지 않는다. 말투·장르·뜻은 보존한다.
우선 적용: 보호 구간 밖의 중간점과 구분용 대시는 AI-6에 따라 먼저 풀어 쓴다. 다른 곳을 고쳤더라도 기호가 남으면 완료로 반환하지 않는다. 나머지 기존 규칙과 적용 순서는 유지한다.
스킬 디렉토리를 $SKILL 로 표기한다. Claude Code 는 ${CLAUDE_SKILL_DIR} 나 ${CLAUDE_PLUGIN_ROOT}.
아래 명령의 python3 는 환경에 python3 가 없으면 python(Windows 는 py -3)으로 바꿔 실행한다.
절차
Phase 0 — 상태 한 줄: im-ai-copyeditor-ai — AI 문체 / run_id: {YYYY-MM-DD-NNN}
Phase 1 — 입력을 _workspace/{run_id}/01_input.txt 저장.
Phase 2 — python3 $SKILL/scripts/segment.py _workspace/{run_id}/01_input.txt --outdir _workspace/{run_id} → segments.json + worksheet.md, 문장 수 N 확인.Phase 3 — 룰북 로드: $SKILL/references/ai-tell-rules.md 와 공통 $SKILL/references/prime-directives.md.
Phase 4 — worksheet.md 의 문장 칸을 위에서 아래로 읽으며 ai-tell-rules.md 의 적용 순서대로 다듬어 윤문/규칙 채움. 고칠 게 없으면 원문 그대로 + 변경없음. 문장을 합치거나 나누거나 순서를 바꾸지 않는다. '그대로 둘 줄'과 보호 정보는 보존한다.
Phase 5 — python3 $SKILL/scripts/reassemble.py _workspace/{run_id}/segments.json _workspace/{run_id}/worksheet.md --out _workspace/{run_id}/final.md --check-punctuation. ID 중복·누락·추가, 빈 칸, 잘못된 변경없음은 2, 기본 변경률 상한 50% 초과는 3, 보호 표현/행·열 변경 또는 문장부호 잔존은 4로 멈춘다. 변경률 30% 초과는 의미 재검토 경고다. 요청에 별도 상한이 있으면 --max-change로 명시하며 임의로 높이지 않는다. 실패하면 고친 뒤 다시 실행하며, 이전 결과를 이번 결과로 반환하지 않는다. 통과하려고 검사 옵션을 빼지 않는다.
Phase 6 — 반환: 상태 한 줄 / 바뀐 문장 전·후 표 / final.md / 자체검증 6가지.
제목·목록·표 셀의 텍스트도 윤문 대상이다. 중간점과 구분용 대시는 공통 약속 8절에 따라 반드시 풀어 쓴다.
보호할 고유명사·기술 표현은 분절 전에 --preserve-text '원문의 정확한 표현'으로 지정한다.
장식용 따옴표와 작성자 인용 블록의 편집 옵션, 제외된 HTML 처리, 부분 재조립 보고는 공통 약속 2절을 따른다. 스크립트 통과 후에도 의미와 교정 누락을 별도로 검토한다.
옵션
장르: 칼럼|리포트|블로그|공적·강도: 보수|기본|적극기본값 기본
주의
뜻 보존이 최상위다. AI 문체는 맞춤법이 아니라 수사·구조·리듬의 문제다. 격식·반말 같은 말투는 그대로 둔다. 리듬·나열·구조 항목은 문단 흐름도 함께 본다. 수치·고유명사·인용은 불가침이다.
© Turtle-Hwan, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 9 other files (scripts, references) in skills/im-ai-copyeditor-ai of Turtle-Hwan/im-ai-copyeditor.
- SKILL.md
- references/ai-tell-rules.md
- references/grammar-rules.md
- references/prime-directives.md
- references/sentence-rules.md
- references/sources.md
- references/style-guide.md
- scripts/reassemble.py
- scripts/segment.py
- scripts/text_guards.py
Open the folder on GitHubat commit 393cf27
Compare with similar skills
Im AI Copyeditor 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 |
|---|---|---|---|---|---|---|
| Im AI Copyeditor AI this skillTurtle-Hwan/im-ai-copyeditor | 100 | — | ~590 | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| PDF Processinganthropics/skills | 180k | 47 repos | ~2k | Automated safety check: Pass | Proprietary | |
| NotebookLM Research AssistantPleasePrompto/notebooklm-skill | 7.8k | 14 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Manim Video Productionbrowser-use/video-use | 29k | 6 repos | ~3k | Automated safety check: Pass | MIT | |
| PPT Masterhugohe3/ppt-master | 59k | 1 repos | ~2.5k | Automated safety check: Pass | MIT |
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Related
Works with
Questions about Im AI Copyeditor AI
What does Im AI Copyeditor AI do?
AI가 쓴 한글의 "AI 문체"를 문장 단위로 걷어 낸다. An agent skill from Turtle-Hwan/im-ai-copyeditor. Im AI Copyeditor AI is an agent skill from Turtle-Hwan/im-ai-copyeditor. AI가 쓴 한글의 "AI 문체"를 문장 단위로 걷어 낸다.
How do I install Im AI Copyeditor AI in Claude Code?
Run `npx skills add Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-ai -a claude-code`. Or copy the skill folder (skills/im-ai-copyeditor-ai in Turtle-Hwan/im-ai-copyeditor) into .claude/skills/im-ai-copyeditor-ai in your project. Claude Code loads it when a task matches its description.
How do I install Im AI Copyeditor AI in Codex?
Run `npx skills add Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-ai -a codex`. Or copy the skill folder (skills/im-ai-copyeditor-ai in Turtle-Hwan/im-ai-copyeditor) into .agents/skills/im-ai-copyeditor-ai in your project. Codex loads it when a task matches its description.
Can I use Im AI Copyeditor 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 Turtle-Hwan/im-ai-copyeditor --skill im-ai-copyeditor-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/im-ai-copyeditor-ai, .gemini/skills/im-ai-copyeditor-ai, .github/skills/im-ai-copyeditor-ai and .opencode/skills/im-ai-copyeditor-ai in your project.
What does Im AI Copyeditor AI need to run?
Going by SKILL.md and its folder, Im AI Copyeditor AI needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3. Compatibility (from SKILL.md): 문장 분절 스크립트 실행에 python3(없으면 python) 필요..
Does Im AI Copyeditor AI 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 Im AI Copyeditor 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Im AI Copyeditor AI use?
Im AI Copyeditor AI 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 Im AI Copyeditor AI use?
About 590 tokens (SKILL.md is roughly 2.4k 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 14k tokens, read only when the agent opens those files.
What are the alternatives to Im AI Copyeditor AI?
Skills that share tags, products or a category with Im AI Copyeditor AI: MCP Server Builder (anthropics/skills, 180k stars), PDF Processing (anthropics/skills, 180k stars), NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars) and Manim Video Production (browser-use/video-use, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Im AI Copyeditor AI?
Turtle-Hwan (a GitHub user) maintains it in Turtle-Hwan/im-ai-copyeditor, which has 100 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on September 8, 2026.
Source: Turtle-Hwan/im-ai-copyeditor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.