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指导在保证任务质量前提下降低输出冗余，限制无关文档、示例和注释，并鼓励用关键澄清代替冗长假设
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Documentation AI Skills
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ux-expert
Experto en UX/UI que aplica leyes de diseño y mejores prácticas. Se activa cuando el usuario menciona UX, usabilidad, impacto visual, experiencia de usuario, o quiere mejorar la retención de visitantes.
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GitHub
rust-dependency-analysis
Use this skill when the user asks about Rust module dependencies, dependency graphs, architecture visualization, cycle detection, DAG analysis, or module structure. Activate when you see phrases like "show modu...
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GitHub
skill-markdown-quiz-exporter-tool
Export quiz markdown to Anki, Flashcard Hero, HTML
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documentation-writer
Writes private user manuals and personal reference documentation for codebases. Use when generating personalized documentation, private notes-to-self, or internal reference guides that may include credentials a...
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GitHub
codex-discussion
Use OpenAI Codex CLI as a discussion partner to verify ideas, evaluate plans, and improve quality. Automatically triggered during implementation planning, troubleshooting, debugging, or when seeking a second op...
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cognitive-workflows
Multi-LLM workflow patterns for complex reasoning tasks. Based on Anthropic's "Building Effective Agents" research. Use this skill when: (1) Tasks require multiple perspectives or approaches (2) Complex decisio...
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dsr
Design Science Research Methodology for rigorous artifact development. Use this skill when: (1) Creating new tools, frameworks, or systems that solve real problems (2) Need structured approach to build-evaluate...
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openai-agents-sdk
OpenAI Agents SDK - A lightweight, powerful framework for building multi-agent workflows with Python
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developer-growth-analysis
Analyzes your recent Claude Code and OpenCode chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends...
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code-review-assistant
Activates when reviewing code to identify quality issues, security vulnerabilities, and suggest improvements
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pyspark-test-generator
Generate comprehensive PySpark-based data quality validation tests for Databricks tables. Use when creating automated tests for data completeness, accuracy, consistency, and conformity, or when user mentions te...
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GitHub
databricks-notebook-manager
Create and manage Databricks notebooks programmatically. Use when generating ingestion code, creating ETL notebooks, executing Databricks workflows, or when user mentions notebook creation, job automation, or d...
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GitHub
documentation-writer
Activates when creating or improving technical documentation, READMEs, and API docs
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unity-catalog-tagger
Manage Unity Catalog metadata tags for data governance and classification. Use when applying tags to tables and columns, classifying data sensitivity (PII, PHI), marking data quality attributes, or when user me...
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skill-name
A clear description of when this skill should activate and what it does
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databricks-query
Execute SQL queries against Databricks using the DBSQL MCP server. Use when querying Unity Catalog tables, running SQL analytics, exploring Databricks data, or when user mentions Databricks queries, SQL executi...
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data-profiler
Profile datasets to understand schema, quality, and characteristics. Use when analyzing data files (CSV, JSON, Parquet), discovering dataset properties, assessing data quality, or when user mentions data profil...
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azure-blob-storage
Connect to and interact with Azure Blob Storage (ADLS Gen2). Use when working with Azure blob storage, listing containers, reading files, uploading data, or when user mentions Azure storage, blob containers, or...
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GitHub
test-generator
Activates when generating unit tests, integration tests, or test cases for code
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GitHub
code-review
Comprehensive code review for security, performance, maintainability, and best practices with impact analysis and authoritative references
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GitHub
sync-dotfiles
Sync dotfiles from private chezmoi repository to public dotfiles repository. Use when the user requests to update their public dotfiles repo, sync dotfiles, or copy dotfiles from chezmoi to the public repositor...
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GitHub
sentry-cli
Sentry CLI tool for error tracking and monitoring workflows. Use when working with Sentry for (1) Creating and managing releases, (2) Uploading debug symbols (dSYMs) for iOS/mobile crash reporting, (3) Uploadin...
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GitHub
feature-planner
Creates phase-based feature plans with quality gates and incremental delivery structure. Use when planning features, organizing work, breaking down tasks, creating roadmaps, or structuring development strategy....
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