나노바나나 치트시트 이미지를 Gemini Vision으로 분석하여 해당 kr md 파일의 내용과 일치하는지 검증합니다.
$ npx skills add team-attention/stanford-cs146s-kr --skill review-cheatsheet -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install team-attention/stanford-cs146s-kr review-cheatsheet --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/team-attention/stanford-cs146s-kr.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/review-cheatsheet .claude/skills/review-cheatsheet && 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 "review-cheatsheet" agent skill from https://github.com/team-attention/stanford-cs146s-kr/tree/main/.claude/skills/review-cheatsheet into .claude/skills/review-cheatsheet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-cheatsheet", 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/team-attention/stanford-cs146s-kr/tree/main/.claude/skills/review-cheatsheetType 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 team-attention/stanford-cs146s-kr --skill review-cheatsheet -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install team-attention/stanford-cs146s-kr review-cheatsheet --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/stanford-cs146s-kr.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/review-cheatsheet .agents/skills/review-cheatsheet && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-cheatsheet" agent skill from https://github.com/team-attention/stanford-cs146s-kr/tree/main/.claude/skills/review-cheatsheet into .agents/skills/review-cheatsheet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-cheatsheet", 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 team-attention/stanford-cs146s-kr --skill review-cheatsheet -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install team-attention/stanford-cs146s-kr review-cheatsheet --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/stanford-cs146s-kr.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/review-cheatsheet .cursor/skills/review-cheatsheet && 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 "review-cheatsheet" agent skill from https://github.com/team-attention/stanford-cs146s-kr/tree/main/.claude/skills/review-cheatsheet into .cursor/skills/review-cheatsheet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-cheatsheet", 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/team-attention/stanford-cs146s-kr.git --path .claude/skills/review-cheatsheet--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 team-attention/stanford-cs146s-kr --skill review-cheatsheet -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install team-attention/stanford-cs146s-kr review-cheatsheet --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/stanford-cs146s-kr.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/review-cheatsheet .gemini/skills/review-cheatsheet && 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 "review-cheatsheet" agent skill from https://github.com/team-attention/stanford-cs146s-kr/tree/main/.claude/skills/review-cheatsheet into .gemini/skills/review-cheatsheet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-cheatsheet", 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 team-attention/stanford-cs146s-kr review-cheatsheetInstalls 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 team-attention/stanford-cs146s-kr --skill review-cheatsheet -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/team-attention/stanford-cs146s-kr.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/review-cheatsheet .github/skills/review-cheatsheet && 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 "review-cheatsheet" agent skill from https://github.com/team-attention/stanford-cs146s-kr/tree/main/.claude/skills/review-cheatsheet into .github/skills/review-cheatsheet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-cheatsheet", 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 team-attention/stanford-cs146s-kr --skill review-cheatsheet -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install team-attention/stanford-cs146s-kr review-cheatsheet --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/stanford-cs146s-kr.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/review-cheatsheet .opencode/skills/review-cheatsheet && 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 "review-cheatsheet" agent skill from https://github.com/team-attention/stanford-cs146s-kr/tree/main/.claude/skills/review-cheatsheet into .opencode/skills/review-cheatsheet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-cheatsheet", 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.
review-cheatsheet나노바나나 치트시트 이미지를 Gemini Vision으로 분석하여 해당 kr md 파일의 내용과 일치하는지 검증합니다.
Review Cheatsheet is an agent skill from team-attention/stanford-cs146s-kr. 나노바나나 치트시트 이미지를 Gemini Vision으로 분석하여 해당 kr md 파일의 내용과 일치하는지 검증합니다. 기술적/문맥적 오류, 잘못된 텍스트/그래프/그림을 찾아냅니다. 사용: /review-cheatsheet week1/slug/chapter
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Stanford CS146S: The Modern Software Developer - Korean Edition.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit a13c516. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
aistudio.google.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
GOOGLE_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Review Cheatsheet loads about 1.4k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 181 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.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
# .env 파일에서 API 키 로드env_path = Path(".env")| API 키 없음 | ".env 파일에 GOOGLE_API_KEY를 설정해주세요" |- **환경변수**: `.env` 파일에 `GOOGLE_API_KEY` 설정Automated 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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 181 words (~1,419 tokens).
“나노바나나 치트시트 이미지를 Gemini Vision API로 분석하여 원본 한국어 문서와 비교 검증합니다.”
Just SKILL.md in .claude/skills/review-cheatsheet of team-attention/stanford-cs146s-kr.
Open the folder on GitHubat commit a13c516
Review Cheatsheet 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 |
|---|---|---|---|---|---|---|
| Review Cheatsheet this skillteam-attention/stanford-cs146s-kr | 294 | — | ~1.4k | Automated safety check: Notes | None | |
| Interview Cheatsheetwanshuiyin/Auto-claude-code-research-in-sleep | 17k | 1 repos | ~3.3k | Automated safety check: Notes | MIT | |
| Exam CheatsheetZeKaiNie/universal-examprep-skill | 303 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Cheatsheet GeneratorEvan715823/cheatsheet-generator-skill | 200 | — | ~3k | Automated safety check: Notes | MIT | |
| Interview Cheatsheetwanshuiyin/ARIS-in-AI-Offer | 582 | — | ~3.4k | Automated safety check: Notes | MIT | |
| Lc Cheatsheetyennanliu/CS_basics | 141 | — | ~3.5k | Automated safety check: Notes | None |
wanshuiyin/Auto-claude-code-research-in-sleep
Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab).
ZeKaiNie/universal-examprep-skill
全员通关后把 错题本+笔记本+知识点窗口+wiki 编译成考前速记小抄 cheatsheet.md（每条要点带可溯源 锚点），并在视觉产物模式或用户明确要求 PDF/打印版时按指定页数渲染成打印级 PDF：按「必背结论/公式 → 有难度例题（必要时含题面图）→ 例题解答（代入公式、保留基础过程）→ 要点解释（同类题怎么办）」 四段组织。当复习收尾、用户要「考前小抄/速记/总结/打印版」时使用。
Evan715823/cheatsheet-generator-skill
Generate LaTeX exam cheatsheets from course materials (PDF/PPTX/MD/images).
wanshuiyin/ARIS-in-AI-Offer
Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab).
yennanliu/CS_basics
File a LeetCode problem into the cheatsheets under doc/cheatsheet/ the way the existing sections are written — find the sheet whose Scope line owns the topic, file it under the pattern it belongs to…
mendixlabs/mxcli
Quick fixes for the MDL syntax errors that come up most: undeclared variables, wrong retrieve source, list operations, expression mistakes.
team-attention/stanford-cs146s-kr
코드 수정 완료 후 conventional commit 형식의 커밋 메시지를 자동 생성하고 사용자 확인 후 커밋합니다.
team-attention/stanford-cs146s-kr
GitHub PR 생성 스킬. An agent skill from team-attention/stanford-cs146s-kr.
team-attention/stanford-cs146s-kr
YouTube 영상에서 오디오(MP3)와 자막(Transcript)을 다운로드합니다. An agent skill from team-attention/stanford-cs146s-kr.
team-attention/stanford-cs146s-kr
readings.ts의 요약 필드가 원본 kr 마크다운과 비교하여 잘 작성되었는지 평가합니다. An agent skill from team-attention/stanford-cs146s-kr.
team-attention/stanford-cs146s-kr
나노바나나 프롬프트의 정확성을 한글 번역본과 비교하여 검증하고, WebSearch로 팩트체크한 후 이슈별로 사용자 확인을 거쳐 수정합니다.
team-attention/stanford-cs146s-kr
Reading 원문에서 나노바나나 프로용 치트시트 프롬프트를 생성합니다. An agent skill from team-attention/stanford-cs146s-kr.
나노바나나 치트시트 이미지를 Gemini Vision으로 분석하여 해당 kr md 파일의 내용과 일치하는지 검증합니다. Review Cheatsheet is an agent skill from team-attention/stanford-cs146s-kr. 나노바나나 치트시트 이미지를 Gemini Vision으로 분석하여 해당 kr md 파일의 내용과 일치하는지 검증합니다.
Run `npx skills add team-attention/stanford-cs146s-kr --skill review-cheatsheet -a claude-code`. Or copy the skill folder (.claude/skills/review-cheatsheet in team-attention/stanford-cs146s-kr) into .claude/skills/review-cheatsheet in your project. Claude Code loads it when a task matches its description.
Run `npx skills add team-attention/stanford-cs146s-kr --skill review-cheatsheet -a codex`. Or copy the skill folder (.claude/skills/review-cheatsheet in team-attention/stanford-cs146s-kr) into .agents/skills/review-cheatsheet in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add team-attention/stanford-cs146s-kr --skill review-cheatsheet -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-cheatsheet, .gemini/skills/review-cheatsheet, .github/skills/review-cheatsheet and .opencode/skills/review-cheatsheet in your project.
Going by SKILL.md and its folder, Review Cheatsheet needs the command-line tools its instructions call (python3) and credentials named GOOGLE_API_KEY. Our summary lists: Python 3; A credential in GOOGLE_API_KEY.
SKILL.md names 1 domain. As links in the text: aistudio.google.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
No licence was found for Review Cheatsheet or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Review Cheatsheet: Interview Cheatsheet (wanshuiyin/Auto-claude-code-research-in-sleep, 17k stars), Exam Cheatsheet (ZeKaiNie/universal-examprep-skill, 303 stars), Cheatsheet Generator (Evan715823/cheatsheet-generator-skill, 200 stars) and Interview Cheatsheet (wanshuiyin/ARIS-in-AI-Offer, 582 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
team-attention (a GitHub organization) maintains it in team-attention/stanford-cs146s-kr, which has 294 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on March 4, 2026.
Source: team-attention/stanford-cs146s-kr on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
