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Guide for selecting and executing the correct pytest suites (unit, integration, redis, R2, routing rules, magic link) with environment setup and coverage expectations.
Proxy 2.0 Mobile Global Coding Specification: uni-app + Vue 3 project structure, naming conventions, component specifications, API encapsulation, Store management, page routing, multi-end adaptation. Use when: (1) Creating or modifying any code in proxy2.0-app project, (2) Writing pages, components, API files, or store modules, (3) Configuring pages.json or manifest.json, (4) Working with uni-app multi-platform features (H5/Mini Program/App), (5) Following project structure and coding standards.
Analyze what code will be affected by changes. Use when user asks "what will break if I change X", "impact of changing X", "dependencies of X", "is it safe to modify X", or before making significant code changes.
Multidisciplinary decision-making using mental models from psychology, economics, mathematics, and science to identify high-conviction opportunities and avoid cognitive biases. Keywords: latticework, lollapalooza, circle of competence, inversion, moats. NOT for single-discipline analysis, high-frequency trading, or speculative diversification.
Coaches end-to-end ML system design interviews covering inference pipelines, recommendation systems, RAG, feature stores, and monitoring. Use for L6+ design rounds, ML architecture whiteboarding, system design practice, serving tradeoff analysis. Activate on "ML system design", "ML interview", "recommendation system design", "RAG architecture", "feature store design", "model serving". NOT for coding interviews, behavioral questions, ML theory quizzes, or paper implementations.
Expertise in See-through, a framework for single-image layer decomposition of anime characters into manipulatable 2.5D PSD files using diffusion models.
Gleap integration. Manage data, records, and automate workflows. Use when the user wants to interact with Gleap data.
DoltHub integration. Manage data, records, and automate workflows. Use when the user wants to interact with DoltHub data.
API reference: Swift Testing framework. @Test, @Suite, #expect, #require, traits, parameterized tests, migrating from XCTest.
Transform vague product ideas into concrete, executable strategies with clear metrics, user impact, and technical feasibility.
Initialize a new project with deep context gathering and PROJECT.md
Use when the user asks about finding people, managing their network, creating signals/intents, discovering opportunities, or anything related to Index Network. Always active when the Index Network plugin is loaded.