3.7천건 · 관련도순
Expert knowledge of A1 statistics publishing to data warehouse in melosys-api. Use when: (1) Understanding utstedt A1 Kafka publishing, (2) Debugging UtstedtA1Service or Kafka producer issues, (3) Understanding DVH/data warehouse integration, (4) Investigating A1 statistics message format and schema.
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Expert knowledge of EESSI integration via EUX/RINA in melosys-api. Use when: (1) Understanding BUC lifecycle and SED exchange (A-series A001-A012, X-series X001-X013, plus H_BUC/UB_BUC), (2) Debugging SED sending/receiving via EessiClient (opprettBucOgSed, sendSedPåEksisterendeBuc, X008 invalidation, X009 purring), (3) Understanding LA_BUC types and their purposes, (4) Investigating EUX API errors, RINA case (rina saksnummer / saksrelasjon) lookup, (5) Understanding mottakerinstitusjoner / institution catalog lookup.
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Expert knowledge of SED/EESSI integration in melosys-api. Use when: (1) Understanding SED document types (A001, A003, H-series, X008), (2) Debugging SED sending/receiving flows and RINA integration, (3) Working with BUC (Business Use Case) creation and management, (4) Understanding saga steps for SED handling (SEND_VEDTAK_UTLAND, SED_MOTTAK_RUTING), (5) Troubleshooting mottakerinstitusjoner (recipient institutions) issues.
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Expert knowledge of Altinn A1 application processing for posted workers in melosys-api. Use when: (1) Understanding Altinn søknad/skjema processing, (2) Debugging MedlemskapArbeidEOS form mapping, (3) Understanding SoeknadMapper transformations, (4) Investigating posted worker application issues, (5) Understanding the MOTTAK_SOKNAD_ALTINN saga flow.
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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 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 Employer/Employment integration (EREG/AAREG) in melosys-api. Use when: (1) Working with organization data from EREG (Enhetsregisteret), (2) Working with employment data from AAREG (Arbeidsforhold), (3) Understanding employer/organization lookup, (4) Debugging employer or employment issues, (5) Understanding the mapping between register data and domain models. Triggers: orgnummer, arbeidsforhold, EREG, AAREG, Enhetsregisteret, registeropplysninger, ansettelsesperiode, saksopplysning.
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Expert knowledge of Journalføring (document archiving) in melosys-api. Use when: (1) Creating/updating journalposts (Joark API), (2) Retrieving documents from SAF (GraphQL), (3) Understanding document workflows, (4) Debugging journalpost issues, (5) Mapping document types and categories. Triggers: "journalpost", "journalføring", "Joark", "dokarkiv", "SAF", "dokumentoversikt", "hentDokument", "ferdigstill journalpost", "Variantformat".
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Expert knowledge of Fagsak (case) domain in melosys-api. Use when: (1) Understanding the fagsak lifecycle and status transitions, (2) Working with actors (aktører) - citizens, employers, authorities, (3) Debugging case creation, closure, or type/theme changes, (4) Understanding relationship between fagsak and behandling, (5) Working with EU/EEA authorities or bilateral treaty authorities. Triggers: "fagsak", "saksnummer", "MEL-", "aktør", "sakstype", "sakstema", "avslutt sak".
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Expert knowledge of Behandling (case treatment) domain in melosys-api. Use when: (1) Understanding the behandling lifecycle and status transitions, (2) Debugging issues with behandling creation, status changes, or closure, (3) Understanding relationships between Fagsak, Behandling, and Behandlingsresultat, (4) Investigating why a behandling is stuck or has wrong status, (5) Understanding Behandlingstyper, Behandlingstema, Behandlingsstatus enums, (6) Debugging journalføring or SED-triggered behandling creation, (7) Understanding behandling creation via saksflyt sagas.
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Expert knowledge of REST endpoint patterns in melosys-api's frontend-api module. Use when: (1) Creating new REST endpoints for melosys-web, (2) Understanding controller patterns and Swagger documentation, (3) Working with DTOs and request/response objects, (4) Understanding exception handling and HTTP status codes, (5) Adding access control to endpoints. Triggers: "new endpoint", "REST controller", "@RestController", "add a DTO", "ResponseEntity", "Aksesskontroll", "access control on endpoint", "Swagger/@Operation", "return 404/403/401/400", "@Protected", "frontend-api", "search endpoint", "/sok".
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Expert knowledge of Flyway database migrations in melosys-api (Oracle DB). Use when: (1) Creating new database migrations, (2) Understanding migration versioning and naming, (3) Debugging migration failures, (4) Understanding Oracle-specific SQL patterns, (5) Adding tables, columns, or indexes. Triggers: "create migration", "new Flyway migration", "add column/table/index", "Flyway error", "checksum mismatch", "ORA-00955", "ORA-02292", "ORA-01430", "migration failed", "validate failed".
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Expert writing for technical content, social media, and developer documentation. Use when asked to write tweets, LinkedIn posts, blog posts, READMEs, commit messages, feature announcements, or any written content. Optimized to avoid AI detection patterns.
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Convex backend specialist. Use this agent for any code inside a `convex/` directory — function definitions, schemas, indexes, queries, mutations, actions, HTTP endpoints, cron jobs, file storage, auth wiring, and component installation. Knows the object-form function syntax, validator patterns, resource limits, and component ecosystem that generic Claude routinely gets wrong.
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GRASP principles knowledge base for PHP 8.5 projects. Provides quick reference for 9 responsibility assignment patterns (Information Expert, Creator, Controller, Low Coupling, High Cohesion, Polymorphism, Pure Fabrication, Indirection, Protected Variations). Use for architecture audits and design decisions.
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Expert knowledge of academic writing standards for peer-reviewed papers, including citation integrity, style compliance, clarity, and scientific writing best practices. Use when reviewing or editing academic manuscripts, papers, or research documentation.
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Expert guidance for reviewing academic manuscripts submitted to journals, particularly in political science, economics, and quantitative social sciences. Use when asked to review, critique, or provide feedback on academic papers, research designs, or empirical strategies. Emphasizes methodological rigor, causal identification strategies, and constructive feedback on research design.
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Use when explaining concepts at different expertise levels, moving between abstract principles and concrete implementation, identifying edge cases by testing ideas against scenarios, designing layered documentation, decomposing complex problems into actionable steps, or bridging strategy-execution gaps. Invoke when user mentions abstraction levels, making concepts concrete, or explaining at different depths.
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Expert in groups, rings, fields, and algebraic structures with applications to cryptography and number theory
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Expert in web accessibility (WCAG 2.1/2.2 AA/AAA compliance), ARIA patterns, keyboard navigation, screen reader testing, color contrast, focus management, and automated accessibility testing
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Expert in statistical analysis for blind A/B and ABX audio testing. Validates randomization, calculates statistical significance, and ensures proper experimental design. Use when implementing A/B test features or analyzing test results.
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Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion. Covers SAM4D/Point-SAM, human-in-the-loop architectures, and vertical-specific training strategies. Activate on '3D labeling', 'point cloud annotation', 'LiDAR labeling', 'SAM 3D', 'SAM4D', 'sensor fusion annotation', '3D bounding box', 'semantic segmentation point cloud'. NOT for 2D image labeling (use clip-aware-embeddings), general ML training (use ml-engineer), video annotation without 3D (use computer-vision-pipeline), or VLM prompt engineering (use prompt-engineer).
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Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...
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Expert in Three.js, 3D graphics, and interactive 3D visualizations
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