GitHub
project-data-separation
Pattern for separating repository code from user data and notebooks. Trigger: organizing scientific pipelines, separating code from data
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测试与安全 AI 技能
发现 测试与安全 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
notebook-module-refactoring
Safe refactoring of Jupyter notebook code into Python modules
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GitHub
training-resilience
Fix PPO training early-stop issues. Trigger when: (1) impossible drawdown values (>100%), (2) training stops too early, (3) need adaptive recovery instead of hard stop.
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GitHub
reward-scaling-calibration
Fix phantom MaxDD values in training by calibrating reward_scale. Trigger when: (1) validation MaxDD shows 35-80% values, (2) MaxDD doesn't correlate with training quality, (3) gating thresholds seem too lenien...
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GitHub
tile-snake-pattern-stitching
SNAKE vs RASTER tile acquisition patterns for image stitching in KINTSUGI
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GitHub
gpu-quality-priority
KINTSUGI processing principles: Never sacrifice quality for speed, always use GPU when available. Trigger: performance optimization, CPU/GPU choice, fast mode, quality vs speed.
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GitHub
dashboard-pnl-visualization
Trading dashboard P&L visualization with profit tracker integration, win-rate overlays, R-multiples, and configurable settings
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GitHub
conda-multi-account-hipergator
Set up conda with multiple group storage locations on HiPerGator, including cache isolation
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GitHub
markov-regime-features
Debugging constant Markov regime features in RL observations - when HMM probabilities show uniform values instead of dynamic regime estimates
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GitHub
multiplex-imaging-analysis
Optimizing segmentation feature extraction, SOM clustering, and spatial analysis for multiplex immunofluorescence imaging with cell compartment and ECM features
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GitHub
region-aware-matching
Spatial region-aware cell matching for CODEX/scRNAseq integration
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GitHub
gpu-memory-cleanup
Preventing Jupyter cell hangs with explicit CuPy GPU memory cleanup
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GitHub
per-sector-candidate-filtering
Per-sector candidate limits using yfinance sector data. Trigger when: (1) universe selection has too many candidates, (2) need sector diversity in candidate pool, (3) downloading historical data takes too long.
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GitHub
testing-benchmarking-infrastructure
Testing suite with benchmarking for version-to-version performance comparison
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GitHub
qc-plot-pdf-export
KINTSUGI quantification plots: Always save QC heatmaps and profiles as PDF
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GitHub
design-review
Evaluate a React component against the Design System and propose UX/UI improvements based on Figma best practices. Use when reviewing components for design compliance, checking UI consistency, or improving user...
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GitHub
backend
Perigon ASP.NET Core + EF Core + Aspire conventions
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GitHub
angular
Angular 21+ standalone/Material/signal conventions for Perigon WebApp
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GitHub
perigon
Pointers for Copilot/agents to apply Perigon conventions
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GitHub
git-workflow
Git workflow patterns for the ACDC Digital monorepo including commit conventions, branching strategy, and common operations. Use when committing code, managing branches, or resolving git issues.
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GitHub
convex-development
Expert guidance for Convex backend development including queries, mutations, actions, schema design, and real-time database patterns. Use when working with Convex functions, database operations, or serverless b...
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GitHub
nextjs-patterns
Next.js 15+ development patterns with App Router, Server Components, Client Components, and Convex integration. Use when building React components, pages, layouts, or working with Next.js features in this monor...
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GitHub
monorepo-navigation
Navigate and understand the ACDC Digital monorepo structure with multiple projects including Soloist, SMNB, and AURA. Use when exploring the codebase, understanding project relationships, or finding specific fi...
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GitHub
tailwind-design
Create distinctive, production-grade frontend interfaces using Tailwind CSS and shadcn/ui. Use when building React components, pages, or applications that need polished visual design. Generates creative, memora...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。