GitHub
koan-multi-provider
Provider transparency, capability detection, context routing (partition/source/adapter)
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Development AI Skills
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GitHub
koan-ai-integration
Chat endpoints, embeddings, RAG workflows, vector search
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GitHub
koan-relationships
Entity navigation, batch loading, relationship best practices
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GitHub
koan-performance
Streaming, pagination, count strategies, bulk operations
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GitHub
koan-mcp-integration
MCP server patterns, Code Mode integration, tool building
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GitHub
koan-entity-first
Entity patterns, GUID v7 auto-generation, static methods vs manual repositories
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GitHub
koan-debugging
Framework-specific troubleshooting, boot report analysis, common error patterns
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GitHub
koan-bootstrap
Auto-registration via KoanAutoRegistrar, minimal Program.cs, "Reference = Intent" pattern
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GitHub
commit-push-pr
Validate code, commit, push, and create PR if needed
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GitHub
lint
Run formatting and linting checks on the codebase
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GitHub
commit
Validate code with lints and tests, then commit and push
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GitHub
senior-devops
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring....
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GitHub
lightfriend-db-migration
Step-by-step guide for modifying database schema using Diesel migrations
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GitHub
lightfriend-add-frontend-page
Step-by-step guide for adding new pages to the Yew frontend
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GitHub
lightfriend-add-integration
Step-by-step guide for adding new OAuth integrations to Lightfriend
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GitHub
plugin-submission-checker
Obsidian 커뮤니티 플러그인 코드가 공식 가이드라인을 준수하는지 자동으로 검사하고 개선점을 제안하며, 플러그인 제출 전 코드 품질, 보안, 성능 검토가 필요할 때 사용한다.
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GitHub
obsidian-css-variables
Obsidian CSS variables 공식 문서를 참조하여 테마/플러그인 개발 시 올바른 CSS 변수 사용을 안내합니다. WebFetch 도구와 Jina Reader API를 사용하여 최신 문서를 마크다운으로 가져올 수 있습니다.
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GitHub
scverse-compact
Compact single-cell analysis patterns with AnnData and Scanpy. Essential patterns for QC, preprocessing, clustering, and visualization.
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GitHub
marimo-compact
Compact marimo notebook patterns. Reactive cells, UI elements, data visualization.
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GitHub
python-style-guide-compact
Compact Python style guide. Key conventions for clean, typed, documented code.
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GitHub
plotly
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...
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GitHub
shell-scripting
Specialized knowledge of Bash and Zsh scripting, shell automation, command-line tools, and scripting best practices. Use when the user needs to write, debug, or optimize shell scripts, work with command-line to...
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GitHub
snakemake-compact
Compact Snakemake workflow patterns. Keep rules short, complex logic in Python modules.
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GitHub
plotly-compact
Compact Plotly visualization patterns. Express for quick plots, Graph Objects for control.
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