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cccskills

'data framework' 검색 결과

605건 · 관련도순

Prepare Bifrost releases by turning Git history into release summaries and module changelogs. Coordinate version updates across dependent modules, document database migration risks, and include closed issues and outside contributor credits.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Preparing changelogs for a Bifrost release
  • Coordinating version updates across dependent modules
  • Documenting database migration rollback limits
maximhq/bifrost9천2026년 10월 20일 업데이트

Choose a prioritization method that fits your product stage, team, stakeholder needs, and available data. Get a recommended framework, practical setup steps, a scoring example, and an alternative approach with its tradeoffs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Choosing a method for recurring roadmap prioritization
  • Selecting a lightweight approach when data is scarce
  • Agreeing on prioritization rules with stakeholders
deanpeters/Product-Manager-Skills7.5천2026년 10월 16일 업데이트

Convert NUnit 3 or 4 tests to MSTest v4 while keeping the existing target framework and test runner. The workflow translates assertions, test data, setup, and concurrency settings, then compares test counts and results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Migrating NUnit 3 or 4 tests to MSTest v4
  • Preserving parameterized tests and test data
  • Reviewing shared state and parallel execution during migration
dotnet/skills5.7천2026년 10월 20일 업데이트

Convert .NET tests from xUnit.net v2 or v3 to MSTest v4 while keeping the existing test runner and target framework. Preserve assertions, shared setup, and parallel execution, then compare test counts and outcomes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Converting xUnit tests to MSTest v4
  • Preserving shared setup and parallel execution
  • Checking test counts and outcomes after migration
dotnet/skills5.7천2026년 10월 20일 업데이트

Migrate legacy .NET project files to SDK-style format, reducing repetitive XML and explicit file lists. Convert package references, move assembly metadata into project settings, and consolidate shared build and package settings across multiple projects.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Convert legacy .csproj or .vbproj files to SDK-style
  • Migrate packages.config to PackageReference
  • Replace AssemblyInfo.cs with generated assembly metadata
dotnet/skills5.7천2026년 10월 20일 업데이트

Correct and improve existing MSTest tests using APIs supported by the installed version. Refine assertions and failure messages, update data-driven tests, fix setup and cleanup, and address MSTest diagnostics while preserving the project's established conventions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Making assertion failures easier to understand
  • Correcting expected and actual argument order
  • Improving existing data-driven tests
dotnet/skills5.7천2026년 10월 20일 업데이트

Choose diagnostic tools and collect performance traces for production .NET problems such as high CPU usage, memory growth, or slow requests. Get environment-specific collection commands and guidance on which tools to use for later analysis.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Collecting traces during high CPU usage or slow requests
  • Choosing diagnostic tools for Windows or Linux
  • Collecting diagnostics from containers or Kubernetes
dotnet/skills5.7천2026년 10월 20일 업데이트

Investigate Next.js security issues across Server Actions, middleware, image optimization, and cached pages. Provides testing workflows for authentication bypass and data exposure, with checks to distinguish actual vulnerabilities from normal responses.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Checking authentication in Server Actions and middleware
  • Testing image optimization for unintended server requests
  • Inspecting page data for sensitive information
elementalsouls/Claude-BugHunter5.2천2026년 10월 19일 업데이트

Analyze interviews, focus groups, and open-ended survey responses using Braun and Clarke's six-phase framework. Label meaningful passages, develop and review themes, and produce an academic Word report with an annotated map showing theme relationships.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Identifying themes across interview transcripts
  • Analyzing open-ended survey responses
  • Choosing an approach before coding qualitative data
brycewang-stanford/Auto-Empirical-Research-Skills4.7천2026년 10월 19일 업데이트

dowhy

무료

Analyze whether an intervention causes an outcome using DoWhy in Python. Build a graph of causal assumptions, determine whether the effect can be estimated, compare estimates, and test how well results withstand changes to assumptions or data.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Estimating an advertising campaign’s causal effect on sales
  • Analyzing observational data with confounding factors
  • Testing how robust a causal estimate is
brycewang-stanford/Auto-Empirical-Research-Skills4.7천2026년 10월 19일 업데이트

Evaluates market bubble risk through quantitative data-driven analysis using the revised Minsky/Kindleberger framework v2.1. Prioritizes objective metrics (Put/Call, VIX, margin debt, breadth, IPO data) over subjective impressions. Features strict qualitative adjustment criteria with confirmation bias prevention. Supports practical investment decisions with mandatory data collection and mechanical scoring. Use when user asks about bubble risk, valuation concerns, or profit-taking timing.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

tradermonty/claude-trading-skills3.1천2026년 10월 20일 업데이트

Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities. Use when the user mentions "architecture layers", "dependency rule", "ports and adapters (hexagonal)", "onion architecture", "screaming architecture", "where should business logic go", "decouple from the database", "swap the framework without a rewrite", or "keep business rules independent". Also trigger when deciding which layer code belongs in, isolating core logic from infrastructure, defining module boundaries, or debating whether the framework should call your code or the reverse. Covers component principles, boundaries, and SOLID. For code-level quality, see clean-code. For domain modeling, see domain-driven-design.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

wondelai/skills2.5천2026년 9월 11일 업데이트

Delimits putative species boundaries from molecular data within the de Queiroz 2007 unified-lineage framework using ASAP (Puillandre 2021 successor to ABGD), mPTP C++ (Kapli 2017 successor to bPTP; bPTP is Python NOT R), GMYC single/multi-threshold (Pons 2006; Fujisawa 2013), multilocus BPP v4 with prior calibration from data (NOT defaults; Yang 2015), SNAPP + BFD* for SNP delimitation, DELINEATE (Sukumaran 2021) speciation-process modeling to address Sukumaran & Knowles 2017 PNAS critique that MSC delimits structure not species, integrative-taxonomy congruence (Padial 2010; Carstens 2013), Dsuite for introgression testing before sister claims (Malinsky 2021), and Meyer & Paulay 2005 barcoding-gap-absence caveat. Use when delineating species from DNA barcoding data, resolving cryptic complexes, choosing among ASAP/mPTP/BPP/DELINEATE, calibrating BPP priors, distinguishing introgression from ILS, or applying the Sukumaran-Knowles oversplitting correction.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

GPTomics/bioSkills1.2천2026년 8월 15일 업데이트

Performance scorecard design, post-matter feedback collection, QBR preparation, and firm comparison for in-house legal ops teams evaluating outside counsel. Design a scorecard framework calibrated to your team's maturity level. Produce post-matter feedback forms for supervising attorneys to complete at matter close. Prepare a QBR pack with agenda, data summary, and talking points for structured business reviews. Produce a side-by-side firm comparison for panel decision-making. Trigger on: 'design a performance scorecard', 'how do we evaluate our firms', 'build us a scorecard', 'post-matter feedback form', 'feedback at matter close', 'collect feedback on the firm', 'QBR', 'quarterly business review', 'prep for the firm review', 'what should I raise with the partner', 'compare the firms', 'which firm is performing better', 'rank our panel', 'firm performance data', 'scorecard framework', 'evaluate outside counsel', 'annual firm review', 'how are our firms performing'.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

lawve-ai/awesome-legal-skills8802026년 10월 20일 업데이트

Provides large-scale single-cell omics data manipulation using Genomic Data Structure (GDS) files. It combines dense and sparse matrices stored in GDS files and the Bioconductor infrastructure framework (SingleCellExperiment and DelayedArray) to provide out-of-memory data storage and large-scale manipulation using the R programming language.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

bioMate-AI/biomate-bioconductor-kb7972026년 6월 21일 업데이트

Use this skill before answering or editing whenever an MSTest v1/v2 project is being upgraded or repaired for v3. Triggers include QualityTools assembly references; MSTest.TestFramework/TestAdapter 1.x-2.x; "upgrade to MSTest v3"; comparing v1 and v2 migration paths; choosing MSTest or MSTest.Sdk; CS0411/CS1503 after a v3 package bump; DataRow type mismatch, MSTEST0014, or "Test data doesn't match method parameters"; .testsettings/LegacySettings to .runsettings; timeout changes; and net5.0 or other dropped v3 TFMs. Still use it when packages say 3.x but migration source errors or legacy settings remain. Preserve VSTest/MTP. Do not use for a clean v3 project, v3-to-v4, framework conversion, or runner-only migration.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

managedcode/dotnet-skills4902026년 10월 20일 업데이트

Use when you need to add or review Mongock MongoDB data migrations in a Micronaut application — including Mongock runner/driver selection, Micronaut bean wiring, migration scan packages, @ChangeUnit classes, lock/transaction settings, and Testcontainers verification. This should trigger for requests such as Add Mongock migrations in Micronaut; Review Micronaut MongoDB data migrations; Configure Mongock change units with Micronaut Data MongoDB; Create Mongock change units for Micronaut MongoDB; Review Mongock migration ordering in a Micronaut service. Part of Plinth Toolkit

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

jabrena/plinth4542026년 10월 19일 업데이트

Use when you need programmatic JDBC in Micronaut — pooled DataSource, parameterized SQL, io.micronaut.transaction.annotation.Transactional, batching, and domain exception translation. This should trigger for requests such as Review JDBC or SQL data access in a Micronaut project; Improve transactions and parameter binding for Micronaut JDBC; Translate SQLException to domain exceptions or stream large result sets; Fix self-invocation bypassing @Transactional in Micronaut; Review Hikari or pooled datasource usage in Micronaut JDBC. Part of Plinth Toolkit

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

jabrena/plinth4542026년 10월 19일 업데이트

Use when you need to add or review Flyway database migrations in a Spring Boot application — Maven dependencies, db/migration scripts, spring.flyway.* configuration, baseline and validation, and alignment with JDBC or Spring Data JDBC. This should trigger for requests such as Add or review Flyway migrations in a Spring Boot project; Configure spring.flyway or db/migration layout; Add versioned Flyway SQL migrations for Spring Boot; Review Spring Boot database migration ordering; Fix repeatable Flyway migrations in a Spring project. Part of Plinth Toolkit

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

jabrena/plinth4542026년 10월 19일 업데이트

Use when you need programmatic JDBC in Quarkus — Agroal DataSource, parameterized SQL, transactions, batching, and Dev Services. This should trigger for requests such as Review JDBC or SQL data access in a Quarkus project; Improve transactions and parameter binding for Quarkus JDBC; Translate SQLException to domain exceptions or stream large result sets; Fix CDI self-invocation bypassing @Transactional in Quarkus; Review Agroal DataSource usage in Quarkus JDBC. Part of Plinth Toolkit

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

jabrena/plinth4542026년 10월 19일 업데이트

Use when you need data access with Quarkus Hibernate ORM Panache — including PanacheEntity / PanacheEntityBase, PanacheRepository, named queries, JPQL, native SQL, DTO projections (project(Class)), pagination (Page.of()), N+1 avoidance (JOIN FETCH), optimistic locking (@Version / OptimisticLockException), @NamedQuery for validated reusable queries, transactions, @TestTransaction for test isolation, and immutable-friendly patterns. This is the Quarkus analogue to Spring Data for relational persistence. This should trigger for requests such as Review Panache entities or repositories in Quarkus; Improve Hibernate ORM data access with Panache; Add DTO projections, JOIN FETCH, pagination, or optimistic locking to Panache queries; Fix N+1 query problems or add @Version concurrency control in Quarkus Panache; Improve Panache active record versus repository design. Part of Plinth Toolkit

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

jabrena/plinth4542026년 10월 19일 업데이트

Use when a database schema or data-meaning change needs Parallel Change, including expand, migrate, and contract sequencing for column renames, type or data reinterpretation, large-table backfills, relationship-table changes, enum/status transitions, timezone/default changes, and index or uniqueness changes. This should trigger before framework-specific Flyway implementation guidance when deciding whether a migration needs a compatibility window or whether a simpler migration is sufficient. Part of Plinth Toolkit

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

jabrena/plinth4542026년 10월 19일 업데이트

Routes substantive ML, AI, data, scientific-computing, and software-engineering requests to the smallest useful set of managed repository skills. Invoke proactively when a request names or implies a package, framework, model family, dataset, modality, workflow, backend, deployment target, evaluation method, or implementation approach that may benefit from repository guidance, even if no repository is named. Narrow progressively from area to family to repository root: inspect only the one or two most likely area pages; compare candidates by capability, task surface, model/data format, training versus inference versus evaluation intent, runtime constraints, and root-skill description; then open only the selected root and relevant sub-skills, references, or scripts. Select multiple repositories only when each adds a distinct capability. Do not load the whole collection, treat dependencies or incidental integrations as capabilities, choose by name alone, or force a match when no exact taxonomy family applies.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

VectorSpaceLab/AREX-Skill3392026년 9월 3일 업데이트

Implement the NIST Privacy Framework COMMUNICATE function covering CM.AW awareness raising and CM.PO communication policies. Provides transparency mechanisms, stakeholder engagement frameworks, privacy notice templates, and communication workflow guidance.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

mukul975/Privacy-Data-Protection-Skills3142026년 3월 17일 업데이트