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Re:增强研究模式

显式额外研究模式。仅在用户说出“/re”或明确要求进行深入研究后再编码时使用。此技能倾向于让 Codex 进行更多的来源检查和理由说明,而不会取代其常规编排。

Re:增强研究模式 是什么?

Re 技能是一个轻量级的覆盖指令,专为需要深度研究或验证的编码任务而设计。它允许开发者在常规编排中触发额外的系统化研究,而无需切换到完全不同的工作流。该技能支持在 Codex 平台上使用,主要通过在需要时强制执行“三遍研究法”来工作:首先生成 3-6 个子问题,然后为每个问题检索来源并跟踪 1-2 个二级线索,最后在解决冲突和填补可能影响结论的空白后综合信息。它鼓励优先使用 Context7 处理版本敏感的库或框架行为,使用本机 web 获取最新信息,仅在必要时使用 Jina 处理长页面或 PDF。Re 技能还提供了避免不必要冗长研究的准则,例如不强制分阶段、不产生长篇研究报告,并在本地上下文足够时不额外提问。对于大型任务,它支持在 /tmp/re-research/ 下创建可选笔记,并保持最终响应简洁,包含决策、来源支持的论据、关键来源、代码更改、已运行的测试以及剩余未知项。

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

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Re

以轻量级覆盖的方式使用此技能,而非僵化的工作流。保留 Codex 的默认编排,仅在对重要事项上增加额外的审慎性。

默认设置

  • 首先检查本地代码库。
  • 当任务确实属于研究密集型时,分三遍进行研究:
    1. 规划 3-6 个子问题。
    2. 为每个子问题检索来源,并在有用时跟踪 1-2 个二级线索。
    3. 仅在解决可能改变结论的冲突和空白后,再进行综合。
  • 对于版本敏感的库或框架行为,优先使用 Context7。
  • 对于当前信息,优先使用本机 web。
  • 仅当本机 web 不足以处理长页面、PDF 或并行页面读取时,再使用 Jina。
  • 仅引用在当前工作流中检索到的来源,并标记任何没有直接支持该来源的推断。
  • 如果来源冲突,应明确说明冲突,而不是将它们平均成一个答案。
  • 如果搜索结果为空、部分或可疑地狭窄,请在断定无答案之前,使用更广泛的查询、替代措辞或第二个来源重试。
  • 仅在存在真正权衡时比较选项。
  • 一旦决定明确,就实施。
  • 在执行完成之前,运行最小的相关验证命令。

避免

  • 不要强制分阶段。
  • 不要产生长篇研究报告,除非用户要求或任务需要。
  • 如果本地上下文已经足够,不要额外提问。
  • 不要因为此技能激活而委派工作。

大型任务

对于长任务,可选的草稿笔记可以保存在 /tmp/re-research/<slug>/ 中。

如果有用,可以保留一个简短的 decisions.md,内容包含:

  • 关键发现
  • 被拒绝的选项
  • 剩余风险
  • 待验证的事项

结束

保持最终响应简洁:

  • 决策
  • 来源支持的论据
  • 关键来源或引用(当它们实质性重要时)
  • 更改的代码或配置
  • 已运行的测试
  • 剩余未知项

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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