當元件、權杖與版面配置以臨時方式建立時，Paperclip UI 工作可能會逐漸偏離一致性。此技能為 Claude、Codex 和 Claude Code 提供共享的設計指南，以實作一致的前端。

Developers may rebuild infrastructure that existing Convex components already provide. This skill identifies matching patterns and suggests one focused alternative after completing the current task.

當提供者串接、環境變數與後端檢查不一致時，Convex 驗證設定可能會失敗。此技能會引導正確的提供者流程，並加入已驗證的 Convex 驗證模式。

Preparing reliable fixtures and bulk data for Convex can require repetitive schema checks and careful reruns. This skill guides idempotent internal mutations and CLI imports.

開始建置 Convex 應用程式可能需要幾個特定框架的設定步驟。此技能會引導腳手架建立、provider 串接、環境變數，以及第一次驗證檢查。

緩慢的 Convex 功能會浪費讀取、觸發廣泛失效，並隱藏競爭問題。此技能會引導 Claude、Codex 和 Claude Code 進行有針對性的效能稽核。

破壞性的 Convex schema 變更可能導致部署失敗或損害生產資料。此技能會引導安全推出、批次回填、試跑與驗證。

Convex backend code can fail from invalid schemas, imports, validators, or query patterns. This skill applies Convex-specific rules and verification steps.

Turn plain-English product requirements into a reactive, type-safe Convex backend design. Get guidance for schemas, functions, authentication, storage, scheduling, real-time features, and agent workflows.

Convex 元件需要清楚的資料所有權、包裝函式以及產生的型別。此技能會為 Convex 專案提供元件設計、實作、接線和驗證的指引。

Subscription billing requires coordinated checkout, webhook, and access-control logic. This skill provides a focused Convex workflow using the maintained Stripe component.

Convex authentication can fail silently when server and client configuration diverge. This skill wires providers, keys, configuration, UI, and verification steps.

Convex 請求可能很廣泛，團隊也可能選錯工作流程。此技能會引導 Claude、Codex 和 Claude Code 前往設定指引及專門的 Convex 技能。

Consistent characters, products, and scenes are difficult to maintain across generated video. This skill builds structured Wan 3.0 Prime requests from numbered references.

Keeping characters, products, and visual style consistent across generated video is difficult. This skill builds and runs reference-guided Seedance 2.5 requests through RunComfy.

Static images cannot show motion, camera movement, or synchronized sound. This skill creates directed 720p clips from one image through Seedance 2.5.

當 API、模型名稱和供應商設定發生變動時，Genkit 專案可能會失敗。此技能透過最新的設定、範例和疑難排解步驟，指引 Node.js 和 TypeScript 開發者。

Turning requirements into consistent, interactive prototypes can take significant design and engineering time. This skill converts page requirements into validated GemDesign prototypes with local preview and platform synchronization.

Online work offers often hide weak funding, closed access, or costly payout conditions. This skill reviews primary evidence and estimates conservative expected value before you commit.

建立實用的 AI 技能不只需要通用指令。此技能會引導 Claude、Codex 和 Claude Code 在草擬技能前，先研究經驗證的專家方法。