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This skill should be used when users need help with Git, GitHub workflows, pull requests, branching strategies, repository contributions, and open source collaboration.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
FastAPI Python backend for LLM Arena game server. Use when working on API endpoints, LLM provider integration via LiteLLM, game move processing, prompt engineering for AI players, error handling, or backend testing.
React 19 + Vite frontend for LLM Arena game visualization. Use when working on UI components, game board rendering, state management with hooks, API integration, Tailwind CSS v4 styling, Framer Motion animations, or frontend build configuration.
Full-stack LLM Arena application for AI vs AI game battles. Use when working on project-wide configurations, deployment, architecture decisions, or coordinating between frontend and backend. Covers Tic-Tac-Toe and Reversi games with OpenAI, Anthropic, and Google Gemini support.
Audits mobile app codebases for pre-release readiness across iOS (Swift/SwiftUI/UIKit), Android (Kotlin/Jetpack Compose), Flutter (Dart), and React Native. Produces a ship / ship-with-caveats / block verdict backed by findings in six layers — privacy & permissions, accessibility, localization, crash-prone code, store metadata, and release-build hygiene. Use when given a mobile app repo (or parts of one) and asked to review, audit, pre-flight, check if ready to ship, prepare for App Store or Play Store submission, run a release checklist, do an accessibility or privacy compliance review, or diagnose a likely store rejection. Also use when user mentions TestFlight, beta submission, privacy manifest, PrivacyInfo.xcprivacy, Data Safety form, ATT prompt, content rating, age rating, export compliance, Info.plist audit, AndroidManifest audit, or "why will this get rejected".
Assistant for designing, building, and optimizing Power BI semantic models. Helps with data architecture decisions, DAX formula development, relationship configuration, performance tuning, and implementation of analytics best practices. Triggers on questions about model design patterns, metric calculations, schema optimization, data integrity, security frameworks, and documentation standards.
Use this skill when the user asks to load, fine-tune, or run inference with pre-trained transformer models using the Hugging Face transformers library. Triggers include requests like "classify this text with BERT", "fine-tune GPT-2 on my dataset", "build a text summarization pipeline", "tokenize text for transformers", or "run question answering with a pre-trained model". Also use when the user asks about AutoTokenizer, AutoModel, Trainer API, or pipeline(). Do NOT use for CNNs, RNNs, NLTK, spaCy, or tasks that don't involve transformer architecture or the Hugging Face library.
| name | developer-workflow-mentor |
| description | This skill should be used when users need help with Git, GitHub workflows, pull requests, branching strategies, repository contributions, and open source collaboration. |
| license | MIT |
A practical skill for helping users contribute to repositories, manage Git workflows, and navigate open source collaboration.
This skill specializes in:
Use this skill when a user asks things like:
Always determine:
Ask for:
Standard contribution workflow:
git clone <fork-url>
cd repo
git checkout -b feature/change-name
Make changes:
git add .
git commit -m "Describe change"
git push origin feature/change-name
Open PR against upstream repository.
If maintainer requests changes:
Modify files locally.
Stage changes:
git add .
git commit -m "Requested changes from review"
git push origin current-branch
Important:
git pull --rebase origin branch-name
git push origin branch-name
git mv OLD.md SKILL.md
git commit -m "Rename file to SKILL.md"
git push
git remote add upstream <original-repo-url>
git fetch upstream
git merge upstream/main
git push origin main
Always encourage:
Avoid:
When helping users:
User: “I pushed but maintainer asked me to rename README to SKILL.md”
Response: Explain:
User: “My pull request says merge conflict”
Response: Guide user through:
git fetch upstream
git merge upstream/main
# resolve conflicts
git add .
git commit
git push
Help users contribute cleanly to repositories and confidently manage Git/GitHub workflows without duplicate PRs or broken branches.