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Plotly visualization patterns for statistical and scientific charts. Use when creating interactive visualizations, statistical plots (scatter, box, violin, heatmaps), UpSet plots for set intersections, network graphs, or exporting figures to HTML/PNG/PDF/SVG formats. Covers both Plotly Express (high-level) and Graph Objects (low-level) APIs.
Jupyter notebook operations: editing cells, reading notebooks, executing, and format conversion. Trigger when working with .ipynb files for: (1) Creating/editing/deleting/reordering cells, (2) Reading notebook content, (3) Executing notebooks with papermill, (4) Converting to HTML/PDF/script formats. Supports Cursor EditNotebook tool, Jupytext workflows, and nbformat.
KINTSUGI quantification plots: Always save QC heatmaps and profiles as PDF
This skill should be used when building hybrid Knowledge Graphs that integrate structured data (CSV, databases) with automatically extracted entities from unstructured documents (PDFs, text). The pattern establishes a reliable join key between domain graphs and lexical graphs, enabling GraphRAG, document ingestion with metadata enrichment, and Knowledge Graph construction from heterogeneous sources using neo4j-graphrag SimpleKGPipeline.
Use when user needs to convert project documentation (websites, GitHub repos, PDFs) into Claude skills. Triggers on "create a skill from docs", "codify documentation", "convert [framework] docs to skill", or "make this documentation searchable for Claude". Handles documentation scraping, GitHub analysis, PDF extraction, and multi-source unification.
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry. Triggers include requests like "find skills for PDF", "search for code review skills", "install cloudflare-troubleshooting", "list my installed skills", "what does skill-creator do", or any mention of finding/installing/managing Claude Code skills or plugins.
Unified skill management for AI IDEs. Use when users want to: list skills ("what skills do I have", "show installed skills"), search skills ("find skills for X", "search for PDF skill"), install skills ("install a skill", "add skill from GitHub"), create skills ("create a new skill", "make a skill"), sync skills ("sync to all IDEs", "push skills"), remove skills ("remove skill X", "uninstall skill"), validate skills ("validate my skills", "check skill format"), export/import profiles ("export my skills", "import profile", "sync across machines"). Supports 5 IDEs: Claude Code, Cursor, Codex, Gemini CLI, Antigravity. IMPORTANT: When creating or modifying skills, always follow the guidelines in references/skill-creator/SKILL.md.
PDF-RAG API reference. REQUIRED after any failed curl/jq to localhost:8000 (404, null, jq error). Also use when uncertain about endpoint path or response shape.
Automatically generate Claude skills from documentation websites, GitHub repositories, and PDF files using the Skill_Seekers tool. **ALWAYS use this skill when:**
Claude API development reference guide. Use when developing Claude API applications for Messages API, Vision, PDF processing, Tool Use, Streaming, and more. Triggers: (1) Claude API integration development, (2) Image or PDF file processing, (3) Tool Use or Function Calling implementation, (4) Streaming or Batch processing setup, (5) Any Claude SDK development questions
Gemini CLIを使った任意のタスクを実行するスキル。長文翻訳、PDF翻訳、Q&A、コード生成など、gemini_wrapperを活用して様々なタスクを自動化できる。
Orthogonally-integrated Hegelian syntopical analysis for SAQ/VIVA/concept grounding with systematic textbook citations. Implements thesis extraction → antithesis identification → abductive synthesis across multiple authoritative sources. Tensor-integrated with /m command: activates S×T×L synergies (textbook-grounding × pdf-search × qmd = 0.95). Triggers on requests for model SAQ responses, VIVA preparation, concept explanations requiring textbook evidence, or any PEX exam content needing systematic cross-reference validation.
Pattern d'intégration pour relier un graphe de domaine (structuré, issu d'un CSV) à un graphe lexical (extrait automatiquement de documents non-structurés via LLM). Utiliser cette skill lorsque Claude doit construire un Knowledge Graph hybride combinant données structurées et extraction automatique, notamment avec neo4j-graphrag et SimpleKGPipeline. Cas d'usage: GraphRAG, ingestion de PDFs avec métadonnées, construction de Knowledge Graphs à partir de sources hétérogènes.
Routes medical education grounding requests through atomic primitive composition. Four primitives (Σ Source, Τ Textbook, Δ Dialectical, Ρ Response) combine via operators (∘ ⊗ * |) for SAQ/VIVA/Academic response generation. Integrates: limitless, research, pieces, pdf-search, pdf-brain CLIs.
Leverages the multiple CLIs including PEX, pdf-search, hge, researcher, limitless, pieces, screenapp and more, to extract all relevant LOs across both CICM and ANZCA PEX exams, cross reference them with past SAQ questions, extract examiner comments, cross reference this with recommended textbooks via pdf-search, generate a hypergraph using hge, validate insights with researcher, evaluate against pkm using limitless and pieces, and look for additional context to add polish with screenapp and others. Then leverages the PEX and SAQ skill, as well as the metaskills that exist in .claudeate a scaffolding for a modular, programmatic, state of the art skill that integrates quantitative physiological parameters using the qp skill, teleologically grounded framing using the physiology-style and telos skill and follows all of the principles of the code, mega, and agency skills. Finally it should be recursively optimised with the abduct, critique and refactoring agent skillls. Ergo, this skill makes SOTA PEX LO skills.
Manage Claude Code environments using natural language. Use this skill when: - User wants to add, deploy, or manage Claude Code artifacts (skills, commands, agents, MCP servers) - User asks about available skills or capabilities ("what skills exist for X?") - User wants to search for artifacts to solve a problem ("I need something for PDF processing") - Agent needs to discover or deploy capabilities for a development task - User wants to create, import, or share artifact bundles - User mentions "skillmeat", "claudectl", or managing their Claude Code setup Supports conversational requests and the claudectl power-user alias.
Comprehensive guide for authoring Claude Code extensions including skills (SKILL.md), hooks, slash commands, and subagents. Use when: creating skills, writing hooks, making slash commands, building subagents, learning Claude Code extensions.
Gemini CLI 호출 스킬. 트리거: "gemini로", "gemini 써서", "gemini한테", "with gemini", "use gemini" 암시적 트리거 (자동 제안): - 멀티모달: "이미지 분석", "PDF 읽어", "analyze image", "analyze PDF" - 대용량 컨텍스트: "전체 코드베이스", "entire codebase" - 실시간 검색: "최신 정보", "출처 포함", "with sources" - 보안/아키텍처: "보안 점검", "아키텍처 리뷰", "취약점 찾아" - PR 리뷰: "PR 리뷰해", "코드 리뷰해", "review PR", "code review" - 번역/i18n: "번역해", "i18n 적용", "translate", "localize" Gemini는 범용 에이전트로 분석, 설계, 구현, 리뷰 등 모든 작업을 수행할 수 있습니다.
深度学习论文复现的skill。可以读取pdf并解析其中的图片、公式、表格等内容，然后参考下面的prompts。触发词包括"帮我复现这篇论文"、"论文复现"、"实现这个模型"，或当用户提供深度学习论文需要转化为PyTorch代码时。
