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scientific-reporting
很多“报告写作失败”不是写不出来，而是： 路由误入 docs-media（被 PDF/Word 关键词抢走） 报告没有结构（缺少 Executive Summary / 方法可复现 / 结果可追溯） 图表不达标（截图、低 DPI、字体不一致、颜色不友好） 这个 skill 的职责是：把报告当成可交付...
latex-posters
Research posters are a critical medium for scientific communication at conferences, symposia, and academic events. This skill provides comprehensive g...
skill-lookup
When the user needs Agent Skills, wants to extend Claude's capabilities, or is looking for reusable AI agent components, use the prompts.chat MCP serv...
shap
SHAP is a unified approach to explain machine learning model outputs using Shapley values from cooperative game theory. This skill provides comprehens...
performing-causal-analysis
Executes causal analysis on existing data. This skill owns model setup, treatment-effect estimation, counterfactual comparison, robustness checks, and...
performance-testing
cd tools/performance dotnet run -c Release dotnet run -c Release --filter StreamIndicators dotnet run -c Release --filter BufferIndicators dotnet run ...
senior-computer-vision
World-class senior computer vision engineer skill for production-grade AI/ML/Data systems. python scripts/visionmodeltrainer.py --input data/ --output...
security-threat-model
Deliver an actionable AppSec-grade threat model that is specific to the repository or a project path, not a generic checklist. Anchor every architectu...
security-ownership-map
Build a bipartite graph of people and files from git history, then compute ownership risk and export graph artifacts for Neo4j/Gephi. Also build a fil...
security-best-practices
This skill provides a description of how to identify the language and frameworks used by the current context, and then to load information from this s...
writing-plans
Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste. Document everything they need...
weights-and-biases
Use Weights & Biases (W&B) when you need to: Track ML experiments with automatic metric logging Visualize training in real-time dashboards Compare run...