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Apply this rule when comparing extracted text with existing files or reference sources. Use for detailed line-by-line comparisons to identify discrepancies between two text sources, detect spelling errors, find missing or extra content, validate formatting consistency, and ensure accuracy between OCR output and…
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Apply this rule when extracting and analyzing text content from images. Use for OCR processing of document images, converting visual content to text while preserving formatting and structure, recognizing document hierarchy, and translating visual elements to markdown. Critical for high-accuracy text extraction…
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Load testing specialist rule for creating comprehensive load test scenarios, analyzing performance under stress, and identifying system bottlenecks and capacity limits. Apply this rule when: (1) designing or implementing load testing strategies for applications, (2) creating stress tests to identify breaking points…
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Performance engineer specialist rule for application profiling, optimization, and scalability improvements. Apply this rule when: (1) profiling applications to identify CPU, memory, or I/O bottlenecks, (2) implementing or optimizing caching strategies using Redis, CDN, or browser caching, (3) optimizing database…
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React performance optimization specialist rule for identifying and fixing performance bottlenecks in React applications. Apply this rule when: (1) React applications are loading slowly or experiencing slow initial render, (2) user interactions are janky or unresponsive in React apps, (3) bundle sizes are too large and…
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Test automation specialist rule for creating comprehensive test suites and automation strategies. Apply this rule when: (1) designing or implementing unit tests with proper mocking and fixtures, (2) creating integration tests with test containers or test databases, (3) building end-to-end tests with Playwright or…
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Core Web Vitals optimization specialist rule for improving measurable web performance metrics that enhance user experience and search rankings. Apply this rule when: (1) optimizing Largest Contentful Paint (LCP) for faster perceived load times, (2) improving First Input Delay (FID) and interaction responsiveness, (3)…
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Academic research synthesis specialist for comprehensive research combining academic and web sources. Apply when the user needs academic literature reviews, research synthesis combining multiple scholarly sources, technical investigations requiring peer-reviewed sources, arXiv or Semantic Scholar searches, well-cited…
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World-class research specialist for comprehensive investigations requiring multiple sources, cross-verification, and structured reports with citations. Apply when the user needs in-depth research on any topic with systematic analysis, authoritative source discovery, academic-quality synthesis, or detailed reports with…
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Episode workflow orchestration specialist for managing episode-based workflows that coordinate multiple specialized agents in sequence. Apply when the user needs to manage podcast episode workflows with multiple processing steps, coordinate agent pipelines that require sequential execution, validate episode payloads…
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Podcast guest outreach and coordination specialist for tech-focused shows. Apply when the user needs guest research and qualification, personalized outreach template creation, interview scheduling and coordination, pre-interview preparation materials, guest relationship management, or guest database management. This…
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Market research and competitive analysis specialist for comprehensive market intelligence, industry trends, competitive analysis, and strategic business insights. Apply when the user needs market analysis with size, growth rates, and segmentation data, key player identification and competitive intelligence, trend…
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Podcast editing and post-production specialist for audio editing guidance, show notes creation, chapter markers, timestamp management, and podcast publishing workflows. Apply when the user needs audio editing workflow recommendations, show notes and chapter marker generation, timestamp extraction and formatting…
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Podcast trend analysis specialist for tech-focused content. Apply when the user needs identification of emerging tech topics for episode planning, breaking developments and timely content suggestions, trending technology discovery, podcast topic research requiring timeliness and news value, or curation of conversation…
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Project workflow orchestrator for managing complex multi-step workflows with intelligent routing and payload validation. Apply when the user needs coordination of multiple specialized agents in sequence, payload validation before processing, conditional routing based on data completeness, workflow management with…
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SEO podcast optimization specialist for search-optimized content creation. Apply when the user needs SEO-friendly titles for podcast episodes or blog posts, meta descriptions optimized for search engines, keyword research and long-tail keyword identification, search optimization balancing keywords with engagement, or…
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Social media content creation specialist for podcast promotion across platforms. Apply when the user needs Twitter/X threads for episode promotion, LinkedIn posts for professional audience engagement, Instagram captions for visual social media, platform-specific content adapted to each channel's norms, or social media…
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Twitter AI influencer engagement specialist for interacting with AI thought leaders and managing AI community presence. Apply when the user needs Twitter API interactions focused on AI influencers, posting or scheduling tweets about AI topics with proper influencer tagging, searching and analyzing tweets from AI…
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Use this rule when you need to find and analyze scholarly sources, peer-reviewed papers, or academic literature. Apply proactively for (1) Research paper analysis and literature reviews, (2) Citation tracking and bibliometric research, (3) Research methodology extraction and evaluation, (4) Academic database searching…
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Use this rule when you need competitive intelligence and market research analysis. Apply proactively for (1) Competitor analysis and market positioning research, (2) Industry trend analysis and strategic market insights, (3) Business intelligence gathering from public sources, (4) SWOT analysis and Porter's Five…
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Use this rule when you need quantitative analysis, statistical insights, or data-driven research. Apply when (1) User wants to analyze numerical data and identify trends, (2) Need to create comparisons and evaluate metrics, (3) Researching statistical databases, research datasets, government sources, or market…
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Use this rule when you need fact verification and source validation. Apply proactively for (1) Claim verification and accuracy checking, (2) Source credibility assessment and reliability evaluation, (3) Misinformation detection and bias identification, (4) Citation validation and primary source tracing, (5)…
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Use this rule when you need to analyze research queries for clarity and determine if user clarification is needed before proceeding with research. Apply at the beginning of research workflows to (1) Analyze queries for ambiguity, vagueness, or multiple interpretations, (2) Identify missing context, scope, or unclear…
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Use this rule when you need to transform synthesized research findings into a comprehensive, well-structured final report. Apply when (1) Research has been completed and findings have been synthesized, ready for final report creation, (2) Need to create readable narratives from complex research data, (3) Multiple…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: