computer-vision-expert
SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis.
Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosmosdb_requirements.md" file and "cosmosdb_data_model.md" file
Develop and maintain the Astro-based websites in this monorepo. Use when building features, fixing bugs, refactoring code, running dev or build checks, or working on shared packages or any of the `home`, `hack`, or `muse` websites.
Galaxy MCP server tools reference for histories, datasets, tools, and workflows
Write JupyterLite notebooks for Galaxy dataset interaction using gxy package
Galaxy Collection Transformation Command - transform Galaxy dataset collections reproducibly using Galaxy's native tools. Use when asked to filter, sort, relabel, restructure, flatten, nest, merge, or otherwise manipulate Galaxy collections.
Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.
固定翼气动方案设计:阻力分解、极曲线、升阻比与高升力装置取值范围。当需要建立可用于性能/重量闭合的气动模型时调用。
Image and asset optimization in Astro 6 — <Image />, <Picture />, getImage(), remote images, @astrojs/sharp, Fonts API, OG image generation with Satori, Cloudinary/Imgix. Use for any image optimization or asset handling task.
固定翼重量方案(Class I):空重统计模型 + 航程燃油估算 + MTOW 迭代闭合。当需要建立重量闭合与敏感性分析时调用。
Guide users through computing physical observables from Tenax ground states: local expectation values, correlation functions, entanglement entropy, and order parameters from MPS (DMRG/iDMRG) and iPEPS states. Use this skill when the user asks "how do I compute observables", "measure correlation function", "entanglement entropy", "expectation value", "order parameter", "magnetization", "structure factor", or "what can I measure from my ground state". Also trigger for "post-DMRG analysis", "reduced density matrix", or "how to extract physics from MPS".
CesiumJS spatial math - Cartesian3, Cartographic, Matrix4, Quaternion, Transforms, Ellipsoid, BoundingSphere, projections, coordinate conversions. Use when converting between coordinate systems, computing positions on the ellipsoid, performing spatial intersection tests, building model matrices, or working with geographic projections.
Calculate statistical power and required sample sizes for research studies. Use when: (1) Designing experiments to determine sample size, (2) Justifying sample size for grant proposals or protocols, (3) Evaluating adequacy of existing studies, (4) Meeting NIH rigor standards for pre-registration, (5) Conducting retrospective power analysis to interpret null results.
Complex research requiring deeper analysis, multi-step reasoning, and sophisticated source evaluation for technical, academic, or specialized domain queries needing expert-level analysis, high-stakes decisions, or multi-layered problem solving.
Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use when asked to "engineer features" or "select features".
Stress-test book concepts against existing research before committing to architecture. Use when the user has a Book Concept Document ready for validation, wants to verify their thesis is defensible, needs to understand the competitive intellectual landscape, or wants honest assessment of their idea's strengths and weaknesses. Produces a Validation Report that informs the Go/No-Go decision. Nonfiction only.
Assess commercial viability of book concepts for Amazon KDP self-publishing. Use when the user has a Book Concept Document and wants to understand market demand, competition, pricing, and positioning before committing to write. Produces a Market Research Report with viability scorecard and Go/No-Go recommendation. Works standalone (commercial analysis only) or after idea-validator (integrated assessment). Nonfiction only.
Design document review format with 100-point scoring system for SOW/Spec. Use when reviewing SOW or Spec documents, scoring design quality, or when user mentions SOW review, Spec review, 設計書レビュー, 品質スコア, document scoring.
Research-first content creation optimized for both human readers and AI search engines (Claude, ChatGPT, Perplexity, Gemini). Creates authentic, authoritative content that becomes the go-to citation source for AI models answering user questions. Use this skill when: - Creating content that should appear in AI search results (Perplexity, ChatGPT, Claude) - Building topical authority to become THE source AI cites for a topic - Launching a new product and need compelling, citable content - Creating blog posts, articles, social media, or press releases - Need content that references real trends, people, and recent events - Want AI-assisted content that doesn't sound AI-generated - Creating thought leadership content in any industry Triggers: "create content for", "write about", "research and write", "find experts for", "content for launch", "blog post about", "article on", "press release for", "AI search", "show up in AI", "Perplexity", "be cited by AI"