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Provides comprehensive darts scoring rules and board structure knowledge. Use when implementing or testing darts scoring logic, validation, simulation, or any feature related to dart scores.
Use when implementing Canvas-based visual effects like noise, grain, particles, or animated textures. Applies performance best practices for animation loops and pixel manipulation.
Diagnose and fix common Haskell Bazel build errors, especially dependency visibility issues
Chat Shared Conversation To File - convert ChatGPT, Gemini, Grok, and Claude share links to clean Markdown + HTML transcripts with preserved code fences.
Autogenerate validation functions from business rules (BR-*) that specify formats, patterns, ranges, or constraints. Use when BR-* includes validation specifications like regex patterns, min/max values, or allowed values.
Practical DDD patterns for Jakarta EE web applications with cognitive load distribution. Use when designing controllers, entities, services, or evaluating cohesion and load balance.
Classify speleothem anomalies as seismic, climatic, volcanic, or compound events. Use when discriminating earthquake signals from climate/volcanic false positives. Triggers on "classify anomaly", "seismic or climatic", "discrimination", "is this an e...
Universal accessibility best practices and standards across all technologies (HTML, CSS, React, MUI, Astro, React Native). WCAG 2.1/2.2 Level AA compliance, semantic HTML, ARIA, keyboard navigation, color contrast. Trigger: When implementing UI compo...
Add JSDoc comments and inline documentation following Iridium patterns. Use when documenting functions, components, or adding code explanations.
프로젝트 구조와 목적을 체계적으로 분석하여 온보딩 정보 제공. 새 프로젝트 파악, 코드베이스 이해, 팀원 온보딩 문서 생성에 활용. "프로젝트 분석", "온보딩", "코드베이스 파악", "project overview" 등의 요청 시 자동 적용.
Expert GitHub CLI and PR handling. Use when working with pull requests, GitHub issues, reviews, CI checks, or any gh command operations.
t.wada流TDD（テスト駆動開発）。新機能実装、バグ修正、リファクタリング時に自動適用。Red-Green-Refactorサイクル、AAA構造、振る舞いテストの原則に従う。テストを書く、テストファーストで実装する、テストコードをレビューする際に使用。
Python performance optimization patterns using profiling, algorithmic improvements, and acceleration techniques. Use when optimizing slow Python code, reducing memory usage, or improving application throughput and latency.
Create distinctive, production-grade terminal user interfaces with high design quality. Use this skill when the user asks to build CLI tools, TUI applications, or terminal-based interfaces. Generates creative, polished code that avoids generic termin...
Diagnose and fix common Haskell Bazel build errors, especially dependency visibility issues
Elevates thinking for complex problems with intellectual honesty. Activates deep analysis while avoiding performative contrarianism. Use when facing decisions that deserve more than the first answer, require trade-off evaluation, or benefit from rigo...
Universal patterns for tree-sitter code parsing. Covers AST visitors, query patterns, and language plugin development. Framework-agnostic.
Write systems code in the style of Ken Thompson, co-creator of Unix, C, Go, UTF-8, and Plan 9. Emphasizes radical simplicity, elegant algorithms, and small composable tools. Use when designing systems that must endure.
Systematic checklist to identify and counteract cognitive biases in decision-making. Use before major decisions, when evaluating recommendations, or when stakes are high.
Test Zod schemas comprehensively with unit tests, integration tests, and type tests for validation logic
Test and validate the dotfiles setup process for this repository. Use when the user wants to test the setup script, validate the installation, verify symlinks, troubleshoot setup issues, or check that dotfiles are properly configured. Triggers includ...
高级异步模式专家。处理 Stream 实现, 零拷贝, tokio::spawn 生命周期, 插件系统调度, tonic 流式响应等问题。触发词：async, Stream, tokio::spawn, 零拷贝, 插件系统, tonic, 流式, BorrowedMessage, 异步调度
Use before code review - determine if change is minor (review new code only) or major (review impacted code too)
Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebTe...
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