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Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
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ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ. Check curl, wget, rm, sudo, apt, dpkg, chmod, dd, format, powershell, bash, sh. Check pipe patterns like | sh or | bash. Check shell wrappers like bash -c, xargs, find -exec. Check cloud CLI (aws, gcloud, kubectl, terraform). Check when user says sysadmin told me, Stack Overflow says, is this safe, can I run. Block reading of .env, .ssh, .aws, and credential files. This skill blocks dangerous commands and warns on risky ones. ALWAYS apply the safety protocol from this document before responding about any command.
AKF \u2014 The AI Native File Format workflow skill. Use this skill when the user needs The AI native file format. EXIF for AI \u2014 stamps every file with trust scores, source provenance, and compliance metadata. Embeds into 20+ formats (DOCX, PDF, images, code). EU AI Act, SOX, HIPAA auditing and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Document Translation SDK for Python workflow skill. Use this skill when the user needs Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Document Translation SDK for Python workflow skill. Use this skill when the user needs Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Behavioral X-Ray workflow skill. Use this skill when the user needs X-ray any AI model's behavioral patterns \u2014 refusal boundaries, hallucination tendencies, reasoning style, formatting defaults. No API key needed and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Behavioral X-Ray workflow skill. Use this skill when the user needs X-ray any AI model's behavioral patterns \u2014 refusal boundaries, hallucination tendencies, reasoning style, formatting defaults. No API key needed and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Biopython: Computational Molecular Biology in Python workflow skill. Use this skill when the user needs Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Biopython: Computational Molecular Biology in Python workflow skill. Use this skill when the user needs Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
LibreOffice Calc workflow skill. Use this skill when the user needs Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
LibreOffice Calc workflow skill. Use this skill when the user needs Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Changelog Automation workflow skill. Use this skill when the user needs Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Claude Ally Health workflow skill. Use this skill when the user needs A health assistant skill for medical information analysis, symptom tracking, and wellness guidance and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Claude Ally Health workflow skill. Use this skill when the user needs A health assistant skill for medical information analysis, symptom tracking, and wellness guidance and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Sentry Commit Messages workflow skill. Use this skill when the user needs ALWAYS use this skill when committing code changes \u2014 never commit directly without it. Creates commits following Sentry conventions with proper conventional commit format and issue references. Trigger on any commit, git commit, save changes, or commit message task and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Sentry Commit Messages workflow skill. Use this skill when the user needs ALWAYS use this skill when committing code changes \u2014 never commit directly without it. Creates commits following Sentry conventions with proper conventional commit format and issue references. Trigger on any commit, git commit, save changes, or commit message task and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Gemini Deep Research Skill workflow skill. Use this skill when the user needs Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Gemini Deep Research Skill workflow skill. Use this skill when the user needs Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
LibreOffice Draw workflow skill. Use this skill when the user needs Vector graphics and diagram creation, format conversion (ODG/SVG/PDF) with LibreOffice Draw and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
LibreOffice Draw workflow skill. Use this skill when the user needs Vector graphics and diagram creation, format conversion (ODG/SVG/PDF) with LibreOffice Draw and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Practical Data Transformations workflow skill. Use this skill when the user needs Everyday data transformations using functional patterns - arrays, objects, grouping, aggregation, and null-safe access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Practical Data Transformations workflow skill. Use this skill when the user needs Everyday data transformations using functional patterns - arrays, objects, grouping, aggregation, and null-safe access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Google Sheets Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Google Sheets Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apple HIG: Selection and Input Controls workflow skill. Use this skill when the user needs Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apple HIG: Selection and Input Controls workflow skill. Use this skill when the user needs Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apple HIG: Menus and Buttons workflow skill. Use this skill when the user needs Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apple HIG: Menus and Buttons workflow skill. Use this skill when the user needs Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apple HIG: Inputs workflow skill. Use this skill when the user needs Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apple HIG: Inputs workflow skill. Use this skill when the user needs Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apple HIG: Technologies workflow skill. Use this skill when the user needs Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apple HIG: Technologies workflow skill. Use this skill when the user needs Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Overview workflow skill. Use this skill when the user needs Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Overview workflow skill. Use this skill when the user needs Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Overview workflow skill. Use this skill when the user needs Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Overview workflow skill. Use this skill when the user needs Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
LibreOffice Impress workflow skill. Use this skill when the user needs Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
LibreOffice Impress workflow skill. Use this skill when the user needs Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
internal-comms workflow skill. Use this skill when the user needs Write internal communications such as status reports, leadership updates, 3P updates, newsletters, FAQs, incident reports, and project updates using repeatable internal formats and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
internal-comms workflow skill. Use this skill when the user needs Write internal communications such as status reports, leadership updates, 3P updates, newsletters, FAQs, incident reports, and project updates using repeatable internal formats and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
jq \u2014 JSON Querying and Transformation workflow skill. Use this skill when the user needs Expert jq usage for JSON querying, filtering, transformation, and pipeline integration. Practical patterns for real shell workflows and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
jq \u2014 JSON Querying and Transformation workflow skill. Use this skill when the user needs Expert jq usage for JSON querying, filtering, transformation, and pipeline integration. Practical patterns for real shell workflows and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
LaTeX Paper Conversion workflow skill. Use this skill when the user needs This skill should be used when the user asks to convert an academic paper in LaTeX from one format (e.g., Springer, IPOL) to another format (e.g., MDPI, IEEE, Nature). It automates extraction, injection, fixing formatting, and compiling and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
LaTeX Paper Conversion workflow skill. Use this skill when the user needs This skill should be used when the user asks to convert an academic paper in LaTeX from one format (e.g., Springer, IPOL) to another format (e.g., MDPI, IEEE, Nature). It automates extraction, injection, fixing formatting, and compiling and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Lint and Validate Skill workflow skill. Use this skill when the user needs MANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
local-llm-expert workflow skill. Use this skill when the user needs Master local LLM inference, model selection, VRAM optimization, and local deployment using Ollama, llama.cpp, vLLM, and LM Studio. Expert in quantization formats (GGUF, EXL2) and local AI privacy and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Office Productivity Workflow Bundle workflow skill. Use this skill when the user needs Office productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Scientific Writing workflow skill. Use this skill when the user needs This is the core skill for the deep research and writing tool\u2014combining AI-driven deep research with well-formatted written outputs. Every document produced is backed by comprehensive literature search and verified citations through the research-lookup skill and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
ShellCheck Configuration and Static Analysis workflow skill. Use this skill when the user needs Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
SOCIAL-ORCHESTRATOR: Canais Unificados workflow skill. Use this skill when the user needs Orquestrador unificado de canais sociais \u2014 coordena Instagram, Telegram e WhatsApp em um unico fluxo de trabalho. Publicacao cross-channel, metricas unificadas, reutilizacao de conteudo por formato, agendamento sincronizado e gestao centralizada de campanhas em todos os canais simultaneamente and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.