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ComeOnOliver/skillshub

明確的額外研究模式。僅在用戶輸入 `/re` 或明確要求在編碼前進行深入研究時使用。此技能應使 Codex 更傾向於檢查來源與提供論證,但不取代其正常編排。

skillshub 是什麼?

`ComeOnOliver/skillshub`(在 SKILL.md 中稱為「Re」)是專為 AI 編碼代理(如 Codex)設計的輕量級覆寫技能。其目標是在代理預設的編排流程中,針對真正需要深入研究的任務,注入額外的嚴謹性與來源稽核。此技能強制以「檢查本地程式碼庫為優先」的策略,並在處理研究密集的任務時,採用結構化三階段流程:規劃多個子問題、為每個子問題檢索來源(必要時追蹤二階線索),最後解決衝突與資訊缺口後再進行綜合。為了確保資訊品質,它會優先使用 Context7 查詢版本敏感的函式庫行為,使用原生 `web` 工具獲取即時資訊,僅在需要處理長頁面、PDF 或平行讀取時才使用 Jina。此技能明確要求標記推論與來源之間的差異,明確陳述來源衝突而非平均化答案,並在搜尋結果不完整或可疑時以更廣泛的查詢或替代措辭進行重試。它旨在保持代理的回應簡潔,最終輸出應包含決策、來源支援的論證、關鍵引用、實際的程式碼或配置變更、執行的驗證命令以及剩餘的不確定性。此技能適用於 Codex、Claude Code 等平台,能有效防止 AI 代理在不確定時產生過度自信或未經充分驗證的答案,特別適合需要嚴格程式碼審查與文件驗證的開發工作流程。

相容平台~Claude Code✓Codex CLI~Cursor
npx skills add https://github.com/ComeOnOliver/skillshub/tree/HEAD/skills/dgk-dev/dgk-gpt/re

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

說明文件

Re

將此作為輕量級覆寫,而非僵化的流程。保持 Codex 的預設編排,僅在必要處增加額外的嚴謹性。

預設行為

  • 優先檢查本地程式碼庫。
  • 在任務確實需要深入研究時,進行三階段研究:
    1. 規劃 3-6 個子問題。
    2. 為每個子問題檢索來源,並在有用的情況下追蹤 1-2 個二階線索。
    3. 僅在解決可能改變結論的衝突與資訊缺口後,再進行綜合。
  • 對於版本敏感的函式庫或框架行為,優先使用 Context7。
  • 對於當前資訊,優先使用原生 web。
  • 僅在原生 web 不足以處理長頁面、PDF 或平行讀取時,才使用 Jina。
  • 僅引用當前工作流程中檢索到的來源,並標記任何非直接由這些來源支援的推論。
  • 若來源之間存在衝突,應明確陳述該衝突,而非將它們平均化為一個答案。
  • 若搜尋結果為空、不完整或可疑地狹隘,應使用更廣泛的查詢、替代措辭或第二個來源進行重試,然後才能斷定沒有答案。
  • 僅在存在實際取捨時比較選項。
  • 一旦決策明確,就進行實作。
  • 在完成之前,執行最小相關的驗證命令。

避免事項

  • 不要強制執行階段。
  • 除非用戶明確要求或任務本身有實質效益,否則不要產生冗長的研究報告。
  • 若本地上下文已足夠,不要提出額外問題。
  • 不要因為此技能處於啟用狀態就委派工作。

大型任務

對於大型任務,可選的暫存筆記可以存放在 /tmp/re-research/<slug>/ 目錄下。

如有幫助,可以保留一個簡短的 decisions.md 檔案,內容包含:

  • 關鍵發現
  • 已拒絕的選項
  • 剩餘風險
  • 待驗證事項

完成

保持最終回應的簡潔性:

  • 決策
  • 有來源支援的論證
  • 在實質上重要的關鍵來源或引用
  • 變更的程式碼或配置
  • 已執行的測試
  • 剩餘的不確定性

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

ComeOnOliver/skillshub

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

ComeOnOliver/skillshub

Next.js 16+ 和 Turbopack — 增量打包、文件系统缓存、开发速度,以及何时使用 Turbopack 与 webpack。

ComeOnOliver/skillshub

SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.

ComeOnOliver/skillshub

See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio, video), and create real time alerts for events from live streams or desktop capture.

ComeOnOliver/skillshub

AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, and final polish in Descript or CapCut. Use when the user wants to edit video, cut footage, create vlogs, or build video content.

ComeOnOliver/skillshub

Next.js 15 애플리케이션을 위한 프론트엔드 개발 가이드라인. React 19, TypeScript, Shadcn/ui, Tailwind CSS를 사용한 모던 패턴. Server Components, Client Components, App Router, 파일 구조, Shadcn/ui 컴포넌트, 성능 최적화, TypeScript 모범 사례 포함. 컴포넌트, 페이지, 기능 생성, 데이터 페칭, 스타일링, 라우팅, 프론트엔드 코드 작업 시 사용.

ComeOnOliver/skillshub

Provides Tamagui patterns for config v4, compiler optimization, styled context, and cross-platform styling. Must use when working with Tamagui projects (tamagui.config.ts, @tamagui imports).

ComeOnOliver/skillshub

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

ComeOnOliver/skillshub

Create high-converting, visually distinctive landing pages. Use when building marketing pages, product launches, SaaS homepages, or any single-page conversion-focused website. Guides section-by-section composition with anti-AI-slop principles.

ComeOnOliver/skillshub

Auto-loaded context for Portfolio Buddy 2 development. Use for ANY task involving: React 19 development, TypeScript, portfolio analysis features, metrics calculations, trading strategy comparison, or working with the Portfolio Buddy 2 codebase. Contains tech stack, known issues, and architectural constraints.

ComeOnOliver/skillshub

Next.js development tooling via MCP. Inspect routes, components, build info, and debug Next.js apps. Use when working on Next.js applications, debugging routing, or inspecting app structure. NOT for general React or non-Next.js projects.

ComeOnOliver/skillshub

Implement UI using Shadcn MCP (atoms/theme) and 21st.dev MCP (complex sections). Use when adding buttons, layouts, or generating landing pages.

ComeOnOliver/skillshub

A conceptual skill for building an API client in Next.js that handles JWT tokens

ComeOnOliver/skillshub

Best practices and patterns for Next.js App Router, Server Actions, and Routing in this project.

ComeOnOliver/skillshub

The Design System, Theme, and UX rules for the Physical AI Hub.

ComeOnOliver/skillshub

Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component scaffolding, performance optimization, bundle analysis, and UI best practices. Use when developing frontend features, optimizing performance, implementing UI/UX designs, managing state, or reviewing frontend code.

ComeOnOliver/skillshub

This document captures learnings from fixing keyboard navigation issues when floating components (Select, DropdownMenu, Popover) have CSS open/close animations.

ComeOnOliver/skillshub

Build Next.js 16 applications with correct patterns and distinctive design. Use when creating pages, layouts, dynamic routes, upgrading from Next.js 15, or implementing proxy.ts. Covers breaking changes (async params/searchParams, Turbopack, cacheComponents) and frontend aesthetics. NOT when building non-React or backend-only applications.

ComeOnOliver/skillshub

Comprehensive Framer Motion animation library for React. Covers motion components, variants, gestures, page transitions, and scroll animations. Use when adding animations to React/Next.js applications.

ComeOnOliver/skillshub

Build interfaces that resonate, not just render. This skill enforces bold, intentional

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