Reading media metadata consistently across web and server environments can require unfamiliar APIs. This skill provides focused Mediabunny patterns for durations and video dimensions.

Building video compositions can require many React, timing, and media decisions. This skill provides focused Remotion patterns for creating maintainable video markup.

Animated maps often shimmer, load late, or use unsuitable geographic sources. This skill guides deterministic Remotion implementations across static, 2D, annotated, and 3D map techniques.

Timed captions can be difficult to create and synchronize in video compositions. This skill provides practical guidance for transcribing, importing, formatting, and rendering captions in Remotion.

Remotion 專案需要針對媒體、時間控制、字幕與算繪使用正確模式。此技能為 Claude、Codex 和 Claude Code 提供專注於 React 影片工作的規則與範例。

媒體中繼資料工作需要在瀏覽器、Node.js、Bun 與 Remotion 專案中使用適合的輸入來源。此技能提供使用 Mediabunny 從 URL 或本機檔案讀取時長與影片尺寸的模式。

舊版 PyTorch 派發巨集重複性高，且難以手動遷移。此技能會指引你安全轉換為 AT_DISPATCH_V2 格式。

PyTorch 運算子可能缺少 uint16、uint32 與 uint64 的調度覆蓋。此技能會指引如何更新 AT_DISPATCH_V2 巨集與型別群組。

將 Prisma 從 v6 升級至 v7 會在 generator、driver adapters、設定檔和模組系統中引入容易出錯的重大變更。此技能為 Claude、Codex 和 Claude Code 提供結構化且依優先順序排列的遷移路徑，確保以正確順序處理每項重大變更。

Prisma Next runtime setup can fail through incorrect imports, middleware order, or connection lifecycle choices. This skill provides target-specific, typed configuration guidance.

New and existing projects need a clear path to their first Prisma Next query. This skill guides setup, connection, contract inference, and verification.

Prisma Next query APIs differ across Postgres, SQLite, and Mongo, which makes correct lane selection difficult. This skill provides target-specific patterns for typed reads, writes, relations, aggregates, pagination, and transactions.

Prisma Next feedback can be difficult to classify and prepare for public submission. This skill routes feedback and drafts complete, redacted reports.

Prisma Next failures expose detailed envelopes that can be difficult to route correctly. This skill maps codes, metadata, and symptoms to focused recovery steps.

Complex Prisma Next contracts can fail when schemas, extensions, and configuration drift. This skill guides contract edits, configuration, diagnostics, and artifact emission.

Manual contract emission interrupts development and can leave production artifacts outdated. This skill configures supported Vite automation and explicit build steps for other tools.

Vague Prisma Next questions can lead to the wrong workflow. This skill identifies the user goal and routes it to the appropriate specialized skill.

Prisma MongoDB 專案無法升級至 Prisma ORM v7，因為該版本沒有 MongoDB 連接器。此技能可協助團隊評估阻礙、在 v6 上維持安全性，或規劃分階段評估 Prisma Next。

Prisma v7 驅動程式配接器對交易、值和錯誤有嚴格的契約要求。本指南提供 SQL 配接器的實作模式與驗證檢查清單。

為新資料庫設定 Prisma 時，需要處理因供應商而異的資料來源設定、驅動程式介接器和連線字串。此技能為 Claude 提供針對各供應商的逐步指南，讓它能一次就正確設定 PostgreSQL、MySQL、SQLite、MongoDB、SQL Server 或 CockroachDB。