ReddRadar
Topic: natural-language-processing
23 skills in this topic.
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add-or-fix-type-checking
Fixes broken typing checks detected by ty, make typing, or make check-repo. Use when typing errors appear in local runs, CI, or PR logs.
huggingface/transformers 159,212
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code-review
Review code for correctness, security, performance, and Resume Matcher conventions. Use when receiving code review feedback or before submitting PRs. Requires technical rigor, not performative agreement.
srbhr/Resume-Matcher 26,484
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ui-review
Review UI changes against Swiss International Style design system. Checks colors, typography, borders, shadows, spacing, and anti-patterns. Use before committing any frontend UI changes.
srbhr/Resume-Matcher 26,484
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tailwind-patterns
Production-ready Tailwind CSS patterns for responsive layouts, cards, navigation, forms, buttons, and typography. Includes spacing scale, breakpoints, mobile-first patterns, dark mode, and Swiss International Style overrides for Resume Matcher.
srbhr/Resume-Matcher 26,484
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react-patterns
React and Next.js performance optimization guidelines from Vercel Engineering, tuned for local/offline or Docker-deployed apps. Eliminates async waterfalls, reduces bundle size, optimizes server and client performance.
srbhr/Resume-Matcher 26,484
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nextjs-performance
Next.js critical performance fixes. Prevents async waterfalls, reduces bundle size, secures Server Actions, and ensures correct production builds. Use when writing React components, data fetching, Server Actions, or optimizing bundle size.
srbhr/Resume-Matcher 26,484
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navigator
Quick codebase orientation for Resume Matcher. Points to key directories, architecture docs, and available skills. Use as a starting point before diving into code. For advanced search, use the codebase-navigator skill.
srbhr/Resume-Matcher 26,484
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full-stack
Full-stack development skill that coordinates backend and frontend changes together. Use for features that span both layers: new API endpoint + UI, data model changes, end-to-end flows.
srbhr/Resume-Matcher 26,484
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frontend-dev
Frontend development skill for Resume Matcher. Handles Next.js pages, React components, Tailwind CSS with Swiss International Style, API integration, hooks, and i18n. Use when creating or modifying frontend code.
srbhr/Resume-Matcher 26,484
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fastapi
Build Python APIs with FastAPI, Pydantic v2, and async patterns. Covers project structure, JWT auth, validation, database integration, and 7 documented error preventions. Use when creating Python APIs, implementing auth, or troubleshooting 422 validation, CORS, async blocking, or schema errors.
srbhr/Resume-Matcher 26,484
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design-principles
Swiss International Style for Resume Matcher. Invoke ONLY when designing new UI components or modifying existing component styles. Provides colors, typography, borders, shadows, and component patterns.
srbhr/Resume-Matcher 26,484
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codebase-navigator
Navigate, search, and understand the Resume Matcher codebase using ripgrep, ack, or grep. Find functions, classes, components, API endpoints, trace data flows, and understand architecture. Use FIRST when exploring code, finding files, or understanding project structure.
srbhr/Resume-Matcher 26,484
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brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
srbhr/Resume-Matcher 26,484
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backend-dev
Backend development skill for Resume Matcher. Handles FastAPI endpoints, Pydantic schemas, TinyDB operations, LiteLLM integration, and Python service logic. Use when creating or modifying backend code.
srbhr/Resume-Matcher 26,484
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writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
srbhr/Resume-Matcher 26,484
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tailwind-patterns
Production-ready Tailwind CSS patterns for common website components: responsive layouts, cards, navigation, forms, buttons, and typography. Includes spacing scale, breakpoints, mobile-first patterns, and dark mode support.
Use when building UI components, creating landing pages, styling forms, implementing navigation, or fixing responsive layouts.
srbhr/Resume-Matcher 26,484
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systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
srbhr/Resume-Matcher 26,484
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react-patterns
React and Next.js performance optimization guidelines from Vercel Engineering, tuned for local/offline or docker-deployed apps.
srbhr/Resume-Matcher 26,484
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nextjs15-performance
Next.js 15 critical performance fixes. Use when writing React components, data fetching, Server Actions, or optimizing bundle size.
srbhr/Resume-Matcher 26,484
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navigator
Codebase orientation. Use FIRST when exploring code, finding files, or understanding project structure. For advanced search, see the codebase-navigator skill.
srbhr/Resume-Matcher 26,484
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fastapi
Build Python APIs with FastAPI, Pydantic v2, and SQLAlchemy 2.0 async. Covers project structure, JWT auth, validation, and database integration with uv package manager. Prevents 7 documented errors.
Use when: creating Python APIs, implementing JWT auth, or troubleshooting 422 validation, CORS, async blocking, form data, background tasks, or OpenAPI schema errors.
srbhr/Resume-Matcher 26,484
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codebase-navigator
Navigate, search, and understand the Resume Matcher codebase using ripgrep, ack, or grep. Find functions, classes, components, API endpoints, trace data flows, and understand architecture. Use FIRST when exploring code, finding files, or understanding project structure.
srbhr/Resume-Matcher 26,484
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receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
srbhr/Resume-Matcher 26,484