Coding agents can change repositories without clear scope or reliable evidence. Gravitas provides task contracts, adaptive planning, and verification guidance tied to observed results.

Webhook integrations need public callback addresses and reliable event inspection. Openhook guides agents through inbox creation, event waiting, local forwarding, validation, and cleanup.

Remote Expo development requires matching native builds, Metro routes, and device launch URLs. This skill guides Limrun setup and iteration without rebuilding for every JavaScript change.

Gaffa skill failures can leave developers without a clear diagnosis or useful support evidence. This skill checks live documentation and prepares a local report for review.

Browser automation failures can be difficult to explain from error messages alone. This skill reviews scripts and Gaffa request evidence to classify failures and suggest minimal fixes.

Browser automation integrations require accurate request fields, selectors, and polling logic. This skill guides Gaffa API code authoring with action references, live documentation, and adaptable templates.

Expo skill changes can affect triggering, generated code, and rendered screens. This skill guides paired evaluations with code checks, runtime screenshots, and evidence-based grading.

Teams need evidence that approved changes work on the existing development deployment. This skill guides browser checks, verifies persistence after fresh login, and delivers reports with screenshots.

開發者經常需要互動式 agent 或長時間執行的 CLI 任務，同時不阻塞主要工作階段。此技能會為程式設計 agent 和一般指令開啟終端機工作階段，並記錄輸出擷取方式。

Remix 3 application changes require version-specific APIs and component patterns that differ from React and Remix 2. This skill guides documentation checks, focused implementation, and behavior verification using existing application conventions.

Angular 模組通常需要共享更新，但又不希望產生緊密耦合。此技能會引導 BlueprintEventBus 事件、訂閱、生命週期清理，以及工作流程協調。

Angular 團隊需要一致的 CDK 互動模式。這項技能提供可重複使用的指引，涵蓋拖放、覆疊層、虛擬捲動、剪貼簿、無障礙功能與平台偵測。

Angular 團隊需要符合目前框架模式的一致獨立式元件。這項技能會引導 Claude、Codex 和 Claude Code 產生使用 signals、現代範本和乾淨服務整合的元件。

當 CLI、WebSocket 伺服器與外掛程式主控台之間狀態不一致時，FigJam 外掛程式開發可能會失敗。此技能提供一份聚焦清單，用於診斷連線、同步與修補問題。

核心 DSL 變更可能會破壞驗證、正規化、差異比對與修補行為。此技能為 Claude、Codex 和 Claude Code 提供一套專注於安全更新核心套件的工作流程。

Prompt changes can silently reduce output quality. This skill builds golden datasets, runs Promptfoo evaluations, and summarizes failures and recent trends.

大型儲存庫很難只靠本機情境快速掌握全貌。此技能會引導 Claude、Codex 或 Claude Code 呼叫 Gemini CLI 進行架構、模式和實作分析。

軟體故障的原因往往不明確，證據也分散各處。此技能會引導 Claude、Codex 和 Claude Code 產出結構化診斷報告，並提供實用的修復步驟。

當 Deno 格式化與文件規則不清楚時，團隊會失去一致性。此技能會引導代理程式使用 mise 進行格式化，並以英文為符號撰寫文件。

Portfolio Buddy 功能開發可能偏向有風險的重構或忽略行動裝置體驗。此技能會引導 Claude、Codex 和 Claude Code 規劃保守且具響應式的變更。