'pert' 검색 결과

Guide for diagnosing and improving MSBuild project evaluation performance. Only activate in MSBuild/.NET build context. USE FOR: builds slow before any compilation starts, high evaluation time in binlog analysis, expensive glob patterns walking large directories (node_modules, .git, bin/obj), deep import chains (>20 levels), preprocessed output >10K lines indicating heavy evaluation, property functions with file I/O ($([System.IO.File]::ReadAllText(...))), multiple evaluations per project. Covers the 5 MSBuild evaluation phases, glob optimization via DefaultItemExcludes, import chain analysis with /pp preprocessing. DO NOT USE FOR: compilation-time slowness (use build-perf-diagnostics), incremental build issues (use incremental-build), non-MSBuild build systems. INVOKES: binlog MCP server tools (evaluations, evaluation_global_properties, evaluation_properties, imports, properties); falls back to dotnet msbuild -pp:full.xml for preprocessing, /clp:PerformanceSummary.

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Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js authentication. Use PROACTIVELY for any Nest.js application issues including architecture decisions, testing strategies, performance optimization, or debugging complex dependency injection problems. If a specialized expert is a better fit, I will recommend switching and stop.

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Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense models), implementing sparse architectures like Mixtral 8x7B or DeepSeek-V3, or scaling model capacity without proportional compute increase. Covers MoE architectures, routing mechanisms, load balancing, expert parallelism, and inference optimization.

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Expert in temporal event detection, spatio-temporal clustering (ST-DBSCAN), and photo context understanding. Use for detecting photo events, clustering by time/location, shareability prediction, place recognition, event significance scoring, and life event detection. Activate on 'event detection', 'temporal clustering', 'ST-DBSCAN', 'spatio-temporal', 'shareability prediction', 'place recognition', 'life events', 'photo events', 'temporal diversity'. NOT for individual photo aesthetic quality (use photo-composition-critic), color palette analysis (use color-theory-palette-harmony-expert), face recognition implementation (use photo-content-recognition-curation-expert), or basic EXIF timestamp extraction.

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Advanced CV for infrastructure inspection including forest fire detection, wildfire precondition assessment, roof inspection, hail damage analysis, thermal imaging, and 3D Gaussian Splatting reconstruction. Expert in multi-modal detection, insurance risk modeling, and reinsurance data pipelines. Activate on "fire detection", "wildfire risk", "roof inspection", "hail damage", "thermal analysis", "Gaussian Splatting", "3DGS", "insurance inspection", "defensible space", "property assessment", "catastrophe modeling", "NDVI", "fuel load". NOT for general drone flight control, SLAM, path planning, or sensor fusion (use drone-cv-expert), GPU shader development (use metal-shader-expert), or generic object detection without inspection context (use clip-aware-embeddings).

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Diagnose when intuitive judgment, agent confidence, or expert routing can be trusted by classifying environment validity, feedback quality, and task-boundary fit. Use for confidence calibration, agent routing, expertise audits, and escalation design. NOT for deterministic implementation tasks, pure syntax debugging, or domains with explicit verifiable answers.

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Diagnose when intuitive judgment, agent confidence, or expert routing can be trusted by classifying environment validity, feedback quality, and task-boundary fit. Use for confidence calibration, agent routing, expertise audits, and escalation design. NOT for deterministic implementation tasks, pure syntax debugging, or domains with explicit verifiable answers.

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Runs an iterative, conversational product-discovery process with a founder/stakeholder: structured interview, live low-fi wireframing, a linked feature/page node-graph built up as you go, a founder-confirmed lock-in checkpoint, then a generated PRD, a Mermaid-rendered sitemap, and a mockup with a full design system (palette, typography, dark mode). Use when building or operating an AI product-discovery chatbot, or when running founder/stakeholder discovery by hand and you need the structure (interview script, node-graph schema, PRD template, design-system handoff order). NOT for implementing the spec'd product once locked — hand off to feature-specific skills (ideal-web-app-builder, tailwind-v4-expert, color-theory-palette-harmony-expert, typography-expert, dark-mode-design-expert) for that. NOT for one-shot PRD generation without an interview loop — if the founder already has a written spec, this process is unnecessary overhead.

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MCP server for scraping Italian rental/sale property listings from multiple real estate portals (Immobiliare.it, Casa.it, and extensible to others) using Camoufox (anti-detection browser) and BeautifulSoup. Plugin architecture — each site is a self-contained adapter with its own URL templates, query param mappings, and CSS selector chains. Use this skill whenever the user wants to search for apartments, houses, or properties in Italy, scrape real estate listings, compare rental prices across Italian cities, or extract property data from Italian portals. Triggers on mentions of immobiliare, casa.it, Italian rentals, affitto, vendita, apartment hunting in Italy, or property scraping.

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Obsidian 공식 CLI로 노트를 검색하고 작성·편집하며 일일 기록과 작업을 갱신합니다. 링크와 속성을 확인하고 작업할 노트 보관소도 지정할 수 있습니다.

• 회의 메모와 프로젝트 기록을 찾을 때
• 일일 노트에 기록을 추가할 때
• 미완료 작업을 확인하고 완료할 때

공개 데이터베이스에서 화합물 활성, 분자 특성, 약물 상호작용을 조사합니다. 경구 약물 후보의 특성과 유전자·질병 연관성을 정리해 신약 개발 연구를 지원합니다.

• 특정 표적에 작용하는 활성 화합물 탐색
• 경구 약물 후보의 분자 특성 평가
• 상호작용과 이상사례 보고 조사

색채 과학 자료를 바탕으로 배색과 글자 대비 확인을 돕습니다. 색 이름 짓기, 안료 혼합, 역사적 색채 이론 등 창작에 필요한 색 관련 질문을 다룹니다.

• 디자인의 배색을 구상합니다
• 글자와 배경의 대비를 확인합니다
• 색의 이름을 정합니다

Review CSS spacing, borders, and positioning for conversion to logical properties, which follow writing direction. Check rendered layouts across screen sizes and interaction states to support right-to-left languages and vertical text.

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• Adapting layouts for Arabic or Hebrew
• Replacing fixed left and right spacing in CSS
• Reviewing layouts for vertical writing

Find repeated colors, spacing, and font sizes in CSS, then organize them into custom properties, reusable values referenced with var(). Review their use across components and screen sizes, and explain how overrides support theme changes.

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• Consolidating repeated colors and spacing
• Preparing CSS for a brand refresh
• Reviewing values for dark mode

Audit whether author profiles clearly present relevant experience, qualifications, and professional links. Review rendered pages, metadata, structured data, and HTTP responses to identify specific places where author expertise needs clearer presentation and explain how to verify improvements.

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• Check whether article authors have relevant biographies
• Improve profiles with qualifications and professional links
• Audit author information in rendered HTML and structured data

Style text and SVG elements inside Remotion Studio’s CSS reset containers. This skill explains which properties are reset and how to apply styles directly to nested elements when parent styles do not carry through.

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• Fix nested text that ignores a parent’s styles
• Apply intended styles to SVG elements
• Check which properties the Studio CSS reset affects

Build and troubleshoot TorchDrug 0.2.1 workflows for molecular property prediction, molecule generation, protein modeling, and knowledge graph reasoning. Connect datasets, models, training tasks, and evaluation while checking version compatibility and common implementation errors.

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• Training and evaluating molecular property prediction models
• Building molecule generation workflows
• Learning representations of protein sequences and structures

Create and edit Obsidian Markdown notes with links between notes, embedded images and PDFs, highlighted callout boxes, tags, and properties. Use Obsidian-specific formatting to connect related material and organize information within notes.

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• Connect related notes and specific sections with internal links
• Embed notes, images, and PDF pages
• Highlight warnings and key points with callout boxes

Manage Obsidian notes from the command line: read, create, search, update properties, and review tasks. Also supports plugin and theme development through reload commands, error checks, screenshots, and inspection of page elements.

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• Search and update notes in an Obsidian vault
• Add tasks to daily notes
• Review tags, properties, and backlinks

Create, update, search, and organize Anytype notes and tasks through a command-line tool. It also supports properties, tags, file uploads, and chat access, with JSON output for use in scripts.

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• Create and update tasks in Anytype
• Organize notes with tags and properties
• Search objects across spaces

Compare options through a debate among agents given distinct expertise and positions for the topic. Choose a three-round discussion with a visible transcript and synthesis, or a one-round check that presents initial perspectives.

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• Compare technical options from several perspectives
• Review an API design with a quick perspective check
• Examine an important decision through structured debate

Design reusable Figma components, flexible layouts, and shared design systems. Get guidance on managing colors and spacing, supporting themes and screen sizes, and preparing clear specifications and assets for developers.

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• Organizing reusable components and their variants
• Building layouts that adapt to different screen widths
• Managing shared colors, spacing, and light or dark themes

Draft and check Obsidian notes using its Markdown extensions. Get help with note properties, internal links, embedded content, callouts, equations, and Mermaid diagrams, with checks for formatting consistency and locally verifiable link targets.

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• Drafting Obsidian notes with consistent properties
• Checking internal links and embedded content
• Adding callouts, equations, and diagrams

Build and validate Obsidian Bases files that display notes as tables, cards, or lists. Define filters, calculated values, displayed properties, and summaries to create reading lists, task trackers, and other database-like views of existing notes.

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• Creating a reading list from existing notes
• Building task views filtered by status
• Checking formulas and displayed properties