ReddRadar
Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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building-rag-systems
Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval.
Use when implementing document ingestion pipelines, vector search with Qdrant, or context-aware
retrieval. Covers chunking strategies, change detection, payload indexing, and context expansion.
NOT when doing simple similarity search without production requirements.
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operating-k8s-local
Operates local Kubernetes clusters with Minikube for development and testing.
Use when setting up local K8s, deploying applications locally, or debugging K8s issues.
Covers Minikube, kubectl essentials, local image loading, and networking.
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browsing-with-playwright
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements,
take screenshots, and extract data. Use when tasks require web browsing, form submission,
web scraping, UI testing, or any browser interaction. NOT when only fetching static
content (use curl/wget instead).
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context-save
当用户发送"换窗口处理-"时调用。总结当前窗口的上下文信息、已完成任务、未完成任务，保存到 docs/context-sessions/ 目录，便于新窗口恢复。
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context-resume
恢复之前保存的会话上下文。列出所有待处理的 session，读取选定 session 的任务信息，更新进度，任务全部完成后删除文件。
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delight
Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful.
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clarify
Improve unclear UX copy, error messages, microcopy, labels, and instructions. Makes interfaces easier to understand and use.
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critique
Evaluate design effectiveness from a UX perspective. Assesses visual hierarchy, information architecture, emotional resonance, and overall design quality with actionable feedback.
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distill
Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean.
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animate
Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight.
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harden
Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready.
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adapt
Adapt designs to work across different screen sizes, devices, contexts, or platforms. Ensures consistent experience across varied environments.
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polish
Final quality pass before shipping. Fixes alignment, spacing, consistency, and detail issues that separate good from great.
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colorize
Add strategic color to features that are too monochromatic or lack visual interest. Makes interfaces more engaging and expressive.
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teach-impeccable
One-time setup that gathers design context for your project and saves it to your AI config file. Run once to establish persistent design guidelines.
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typeset
Improve typography by fixing font choices, hierarchy, sizing, weight consistency, and readability. Makes text feel intentional and polished.
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audit
Perform comprehensive audit of interface quality across accessibility, performance, theming, and responsive design. Generates detailed report of issues with severity ratings and recommendations.
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arrange
Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy to create intentional compositions.
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quieter
Tone down overly bold or visually aggressive designs. Reduces intensity while maintaining design quality and impact.
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frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics.
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overdrive
Push interfaces past conventional limits with technically ambitious implementations. Whether that's a shader, a 60fps virtual table, spring physics on a dialog, or scroll-driven reveals — make users ask "how did they do that?"
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normalize
Normalize design to match your design system and ensure consistency
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extract
Extract and consolidate reusable components, design tokens, and patterns into your design system. Identifies opportunities for systematic reuse and enriches your component library.
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optimize
Improve interface performance across loading speed, rendering, animations, images, and bundle size. Makes experiences faster and smoother.
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