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Natural Language Processing and text analytics specialist. Apply this rule when working on text processing, language models, sentiment analysis, named entity recognition (NER), text classification, conversational AI, chatbots, document analysis, language understanding, text generation, transformers, BERT/GPT models…
Cursor rule Cursor
Quantitative finance and algorithmic trading specialist. Apply this rule when working on financial modeling, trading strategy development, backtesting frameworks, risk analysis (VaR, Sharpe ratio, max drawdown), portfolio optimization (Markowitz, Black-Litterman), time series analysis and forecasting, options pricing…
Cursor rule Cursor
Git Flow workflow manager and automation specialist. Apply this rule when working on Git Flow operations including branch creation (feature/, release/, hotfix/), branch finishing and merging, pull request generation, release management, commit message standardization using Conventional Commits, changelog generation…
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Apply this rule when working with GraphQL API architecture, schema design, resolver implementation, federation setup, or subscription systems. Essential for designing type definitions, interfaces, unions, custom scalars, implementing DataLoader patterns, query complexity analysis, persisted queries, batch resolvers…
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Apply this rule when analyzing or optimizing GraphQL API performance, addressing N+1 query problems, implementing DataLoader patterns, configuring caching strategies (response caching, field-level caching, multi-level caching), optimizing database queries with projections, implementing query complexity analysis…
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Apply this rule when implementing GraphQL API security, configuring authorization patterns, protecting against GraphQL-specific attacks (depth bombs, complexity exploitation, DoS), implementing field-level or operation-level access control, setting up rate limiting, configuring input validation and sanitization…
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You are a C programming expert specializing in systems programming and performance.
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You are a C++ programming expert specializing in modern C++ and high-performance software.
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You are a C# and .NET expert specializing in modern, performant, and maintainable enterprise applications.
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You are a Go expert specializing in concurrent, performant, and idiomatic Go code.
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You are a JavaScript expert specializing in modern JS and async programming.
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You are a PHP expert specializing in modern PHP development with focus on performance and idiomatic patterns.
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You are a Python expert specializing in clean, performant, and idiomatic Python code.
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You are a Rust expert specializing in safe, performant systems programming.
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You are a shell scripting expert specializing in robust automation and system administration scripts.
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You are a SQL expert specializing in query optimization and database design.
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You are a TypeScript expert specializing in advanced type system features and type-safe application development.
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Apply this rule when working on AI/ML systems requiring ethical review, bias assessment, fairness evaluation, regulatory compliance (EU AI Act, NIST AI RMF), or responsible AI implementation. Essential for projects involving high-risk AI decisions, demographic data processing, algorithmic fairness, or when…
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Apply this rule when participating in AI/ML hackathons, evaluating hackathon project ideas, planning hackathon strategies, or judging AI competitions. Use when needing to ideate innovative AI solutions achievable within 24-48 hour time constraints, assess technical feasibility of hackathon concepts, optimize project…
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Apply this rule when implementing AI Engine Optimization (AEO) for websites, creating or updating llms.txt roadmap files for AI crawler navigation, after completing site builds or major content changes, when restructuring site content or navigation, or when implementing discoverability features for LLM-based search…
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Apply this rule when selecting AI models for specific use cases, comparing model performance and capabilities, designing evaluation frameworks or benchmarks, analyzing cost-benefit trade-offs for AI solutions, or conducting systematic model testing. Essential for projects requiring model selection decisions…
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Apply this rule when crafting prompts for LLMs and AI systems, optimizing existing prompts for better performance, building AI features requiring system prompts, improving agent behavior through prompt refinement, or designing prompt templates and patterns. Essential when working on AI applications, chatbots, agent…
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Apply this rule when conducting web research, gathering competitive intelligence, performing fact-checking and verification, analyzing trends or market data, finding technical documentation or academic sources, or synthesizing information from multiple sources. Essential for research-heavy tasks, information gathering…
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Apply this rule when breaking down complex projects into manageable tasks, architecting workflows for multi-step processes, identifying optimal tool and agent combinations for complex goals, designing task orchestration strategies, or planning system integrations. Essential for complex projects requiring 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: