Computer Vision

Refine rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and incremental validation. Use before writing code or creating implementation plans.

Create, manage, and optimize email campaigns for Laguna Beach Tennis Academy using ActiveCampaign. Use when Claude needs to: (1) Create email campaigns for program launches, camps, or events, (2) Build automation workflows and nurture sequences, (3) Manage contact lists and segmentation, (4) Design luxury-branded email templates following LBTA brand guidelines, (5) Set up triggered emails for registrations or trials, (6) Analyze campaign performance or optimize email strategy.

Image processing, object detection, segmentation, and vision models. Use for image classification, object detection, or visual analysis tasks.

scvi-tools 单细胞深度学习框架 - 100%覆盖文档（完整API+教程+模型训练+多模态整合）

This skill should be used when the user asks to "define the analysis", "clarify objectives", "understand the data question", or as Phase 1 of the /ds workflow. Uses Socratic questioning to clarify goals, data sources, and constraints.

Generate production-ready SolidJS components with Kobalte accessibility primitives, CVA variants, and Storybook stories. Use when creating UI components for the frontend application.

Phrack magazine article analysis, binary exploitation, vulnerability research, exploit development, Use-After-Free (UAF), heap exploitation, ROP chain, GDB debugging, pwntools, memory corruption, CVE analysis, ProFTPd exploitation, Docker exploit lab, security research, educational hacking, buffer overflow, stack exploitation, shellcode development

Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image, editing, composition, refinement). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images from text prompts, or implementing multimodal AI features. Supports multiple models (Gemini 2.5/2.0) with context windows up to 2M tokens.

Use before implementation when refining rough ideas into specs. Guides collaborative design through Socratic questioning, alternative exploration, and incremental validation. Triggers: 'brainstorm', 'design', 'explore options', 'figure out', 'think through', 'what approach'.

Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image, editing, composition, refinement). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images from text prompts, or implementing multimodal AI features. Supports multiple models (Gemini 2.5/2.0) with context windows up to 2M tokens.

This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets. Use when tasks involve AnnData objects, h5ad files, single-cell RNA-seq data, or integration with scanpy/scverse tools.

Comprehensive skill for scvi-tools - Deep probabilistic models for single-cell omics analysis. Use for scVI, scANVI, totalVI, MultiVI models, single-cell RNA-seq integration, batch correction, differential expression, and multimodal data analysis.

Comprehensive Citrix domain knowledge covering CVAD, DaaS, Gateway, NetScaler, and Workspace products. Use when needing deep product knowledge, architecture understanding, troubleshooting patterns, administration best practices, security hardening, performance optimization, or operational workflows. Provides foundational Citrix expertise for all engineering tasks.

CNN architectures, object detection, image segmentation, and video processing.

Frameworks, strategies, and templates for planning and executing marketing campaigns. Use this skill for market research, crafting messages, segmentation, and analyzing results.

Risk prioritization framework for engineers. CVSS interpretation, exploitability analysis, blast radius calculation, and decision trees for patch management and vulnerability remediation.

Complete end-to-end WhatsApp media processing workflow. Processes audio/images AND integrates them into chat.md in a single step. Use when you want to do the complete daily media processing (transcribe + OCR + integrate into chat).

Fix security vulnerabilities from pip-audit, npm audit, Snyk, and other security scanners. Use when security audit checks fail with CVE warnings.

scvi-tools 深度学习单细胞分析工具包 - 100%覆盖文档（321个文件：完整API+用户指南+教程+开发者文档）

无头模式 AI CLI 调用技能：支持 Gemini/Claude/Codex CLI 的无交互批量调用，包含 YOLO 模式和安全模式。用于批量翻译、代码审查、多模型编排等场景。