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Found 178 Skills
Shared optimization guidance plus CuTe Python DSL overlays. Use when: (1) selecting optimizations for a CuTe Python DSL kernel, (2) deciding whether a finding is shared or cute-dsl-specific, (3) recording CuTe Python DSL implementation notes, (4) reviewing the knowledge layout for cute-dsl work, (5) mapping shared patterns to a CuTe Python DSL implementation surface.
Help a PhD student prepare for a meeting with their advisor so that both sides get maximum value from the limited time. Use this skill whenever the user has an upcoming advisor meeting, lab meeting presentation, or committee meeting, and needs help structuring what to bring. Trigger on phrases like "meeting with my advisor", "advisor meeting tomorrow", "what do I show my PI", "prepare for lab meeting", "committee meeting prep", "I meet my advisor in", or whenever the user expresses anxiety about an upcoming research check-in. Also trigger when the user is unsure how to communicate a research problem or a setback to their advisor.
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants test-first development, or requests TDD workflow.
React useEffect anti-pattern detection and correction guide. Use this skill whenever writing, reviewing, or modifying any React component that contains useEffect, or when about to add a useEffect hook. Also trigger when you see patterns like "setState inside useEffect", "effect chains", "derived state in effect", or "notify parent in effect". Covers 12 specific scenarios where Effects are unnecessary or misused, with correct alternatives. Even if the useEffect looks reasonable at first glance, consult this skill to verify it's truly needed.
Django template patterns including inheritance, partials, tags, and filters. Use when working with templates, creating reusable components, or organizing template structure.
Playwright automation best practices for web scraping and testing. Use when writing or reviewing Playwright code, especially for element operations (click, fill, select), waiting strategies (waitForSelector, waitForURL, waitForLoadState), navigation patterns, and locator usage. Apply when encountering unstable tests, race conditions, or needing guidance on avoiding deprecated patterns like waitForNavigation or networkidle.
Reference library of proven UI design patterns, component templates, and sector-specific conventions for high-quality design generation.
Scale, weight, line height, and tracking as a coherent system. Use when building type scales, auditing typography consistency, or diagnosing why text feels off.
Architecture principles, module boundaries, folder structure, and project type profiles
Classic and modern software design patterns