Documentos

Chroma vector database -- collection management, automatic embedding, metadata filtering, document storage, query patterns

Use when selecting serialisation formats and contracts for APIs, messaging, caching, or persistence. Keywords: serialisation, System.Text.Json, source generator, protobuf, messagepack, wire compatibility, AOT.

Use when reviewing a .NET pull request for breaking changes that may affect other microservice repositories. Detects cross-repo API, DTO, endpoint, EF entity, and NuGet-package breaks, and checks whether a compatible downstream PR already exists. Keywords: cross-repo impact, breaking change, microservice compatibility, downstream break, compatible PR, blast radius review, api compatibility, contra

Generate cinematic launch-video-style React presentations with shared-layout (FLIP) morph transitions between stages. Outputs live React deck, PPTX with Morph transitions, or Playwright-recorded MP4. Use when the user asks for a pitch deck, launch video, demo storyboard, kpi dashboard tour, or any cinematic presentation where elements should morph into one another instead of slide-swiping.

Image understanding and document analysis with Claude's multimodal capabilities -- image input formats, PDF processing, multi-image patterns, structured extraction, and token cost estimation

Use when you need to inspect NuGet package APIs, list public types, or decompile method/property signatures. Keywords: inspect package API, list types, decompile type, method signatures, NuGet interface.

Use when designing or changing public C#/.NET APIs with compatibility and versioning constraints. Keywords: breaking change, API design, backward compatibility, binary compatibility, deprecation strategy, versioning.

Domain-grounded judgment for creation: code, visuals, documents, design, data artifacts, and other output where quality depends on choosing what not to include. Use this skill when the user wants something to feel authored rather than generated, when the brief says a draft feels off, when polish alone is insufficient, or when the deliverable is externally visible and the quality bar is shaped by p

Use when designing types and collections for hot paths and low-allocation .NET code. Keywords: readonly struct, sealed class, ValueTask, Span, FrozenDictionary, FrozenSet, allocation optimisation.

Use when you need blast-radius analysis, dependency graphs, cross-repo impact, breaking-change diff, or architectural overview of .NET workspaces. Keywords: blast radius, dependency graph, impact analysis, cross-repo, call graph, endpoint map, EF Core lineage, breaking change, daemon, reindex.

View Transitions API patterns - same-document transitions, cross-document MPA transitions, shared element animations, pseudo-element styling, accessibility

Use ao gerar apresentações de slides de nível consultoria, apresentações estilo MBB, ou qualquer apresentação de negócios que exija narrativas com títulos de ação, estrutura de princípio da pirâmide, itens MECE e um sistema visual editorial limpo, renderizado em um arquivo .pptx real.