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Comprehensive guide for developing WebGPU-enabled Three.js applications using TSL (Three.js Shading Language). Covers WebGPU renderer setup, node materials, compute shaders, post-processing, and WGSL integration. Use when working with Three.js WebGPU, TSL shaders, or GPU compute pipelines.
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Nutrient DWS APIを使用したドキュメントの処理、変換、OCR、抽出、墨消し、署名、フォーム入力。PDF、DOCX、XLSX、PPTX、HTML、画像に対応。
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Expert knowledge of income and tax integrations in melosys-api. Use when: (1) Understanding Inntektskomponenten/A-inntekt lookups, (2) Debugging skattehendelser Kafka processing, (3) Understanding årsavregning triggered by skatteoppgjør, (4) Investigating income data for trygdeavgift calculations.
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Expert knowledge of bilateral social security agreements (trygdeavtaler) in melosys-api. Use when: (1) Understanding which countries have agreements with Norway, (2) Debugging Sakstyper.TRYGDEAVTALE processing, (3) Understanding lovvalgsbestemmelser for specific agreement countries, (4) Investigating TrygdeavtaleVedtakService and attestation generation, (5) Understanding differences between EU/EEA and bilateral agreement handling.
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Expert knowledge of EU/EEA social security coordination regulations in melosys-api. Use when: (1) Understanding EU Regulation 883/2004 and 987/2009 framework, (2) Understanding personal and material scope of coordination, (3) Understanding coordination principles (single legislation, lex loci laboris), (4) Understanding territorial scope (EU, EEA, Switzerland, UK), (5) Understanding the relationship between Sakstyper.EU_EOS and regulations, (6) Understanding how EESSI integrates with regulation procedures.
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Expert knowledge of lovvalg (law determination/applicable legislation) domain in melosys-api. Use when: (1) Understanding which EU/EEA article applies (11, 12, 13, 16), (2) Debugging LA_BUC processing and SED sending/receiving, (3) Understanding A1 attestation generation, (4) Investigating lovvalgsperiode and unntaksperiode management, (5) Understanding automatic vs manual lovvalg determination, (6) Debugging lovvalgsbeslutning status transitions, (7) Understanding the mapping between regulations and kodeverk.
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Expert knowledge of Kafka event streaming patterns in melosys-api. Use when: (1) Understanding Kafka producers and consumers, (2) Debugging Kafka message processing issues, (3) Understanding topic configuration and message schemas, (4) Investigating SkippableKafkaErrorHandler and error handling, (5) Understanding Aiven Kafka setup and security configuration.
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Expert knowledge of trygdeavgift (social insurance charge) domain in melosys-api. Use when: (1) Understanding avgift calculation for different member types, (2) Debugging årsavregning (annual reconciliation) processing, (3) Understanding fakturering flow to OEBS/faktureringskomponenten, (4) Investigating avgiftssatser and calculation rules per year, (5) Understanding skatteforhold and inntektskilder, (6) Debugging trygdeavgiftsperiode generation and storage, (7) Understanding the 25% rule and minstebeløp calculations.
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Add a capability to the CURRENT Convex app — consults the served Convex capability catalog for always-current procedures (billing, crons, auth, agent, search, …); falls back to built-in hosting or @convex-dev component search. TRIGGER when the user runs /add, or asks to add hosting/publishing or any backend capability to an existing Convex app.
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Generates Transactional Outbox pattern components for PHP 8.5. Creates OutboxMessage entity, repository, publisher, and processor with unit tests.
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Generates Chain of Responsibility pattern for PHP 8.5. Creates handler chains for request processing with middleware-style composition. Includes unit tests.
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Ably real-time messaging patterns, WebSocket channel management, message validation and processing, staleness filtering, error recovery strategies, collaborative editing with drag-and-drop, optimistic updates for voting, real-time board collaboration, and Ably integration best practices for ree-board project
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When the user requests to add academic papers to a BibTeX bibliography file while maintaining format consistency and sourcing from appropriate repositories. This skill handles 1) Reading existing BibTeX files to understand formatting conventions, 2) Searching for academic papers across multiple sources (OpenReview for conference papers, arXiv for preprints), 3) Extracting proper BibTeX metadata from conference pages or arXiv entries, 4) Determining appropriate citation format (@article vs @inproceedings) based on publication venue, 5) Appending new entries while preserving existing file structure and formatting. Triggers include requests to 'add to ref.bib', 'update bibliography', 'cite papers', or when working with academic reference files.
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Interactive review sessions with academic PDFs (lectures, research papers, book chapters). Extract concepts, run Q&A sessions, generate quizzes with scoring. Preserves mathematical formulas in LaTeX format. Privacy-preserving local processing - PDFs never uploaded. Use when studying academic materials, reviewing research, or preparing for exams.
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Read analysis results. Use when user asks about maximum stress, extracting displacements, reaction forces, or exporting results. Post-processes ODB files.
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Define analysis steps and procedures. Use when user mentions static analysis, dynamic step, frequency analysis, heat transfer step, or asks about analysis type, time increments, or nlgeom.
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[50] EXECUTE. Execute plans step-by-step with confirmation gates. Each step requires user approval before proceeding. Includes change management lifecycle (Pre-Change → During → Post-Change → Rollback). Use when implementing approved plans, deploying changes, or any multi-step execution requiring control and reversibility.
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ALWAYS use this skill when user needs ANY API functionality (AI models, image generation, video, audio, text processing, etc.). Automatically search 302.AI's 1400+ APIs and generate integration code. Use proactively whenever APIs or AI capabilities are mentioned.
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Executive coaching skill that helps you plan your 2026 using research-backed process goals. Guides you through discovery questions, creates outcome goals, converts them to daily behaviors, and sets up accountability systems. Use when you want to plan your year, set goals, or need a coach to help you stay focused.
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Comprehensive Perl security covering taint mode, input validation, safe process execution, DBI parameterized queries, web security (XSS/SQLi/CSRF), and perlcritic security policies.
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Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
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Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience. Includes escalation protocols, carrier-specific behaviors, claims procedures, and judgment frameworks. Use when handling shipping exceptions, freight claims, delivery issues, or carrier disputes.
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Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
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Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years experience. Includes scorecarding frameworks, RFP processes, market intelligence, and compliance vetting. Use when managing carriers, negotiating rates, evaluating carrier performance, or building freight strategies.
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