GitHub
compound-engineering
Compound Engineering methodology - Plan→Work→Review→Compound loop where each unit of work makes subsequent work easier. Use when implementing features, fixing bugs, or any development work.
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研究与调研 AI 技能
发现 研究与调研 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
systematic-debugging
Systematic debugging expertise - 4-phase root cause process, evidence gathering, and hypothesis testing. Use when encountering any bug, test failure, or unexpected behavior before proposing fixes.
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GitHub
code-review
Perform comprehensive code review with best practices analysis
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GitHub
pushing-code
Commits and pushes code changes. Used when work should be committed and/or pushed to Git.
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GitHub
mcp-manager
Conversational interface for managing MCP (Model Context Protocol) server configurations in Claude Code
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GitHub
design-system-token-architecture
Architect scalable design token propagation using React Context and CSS-in-JS/Variables.
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GitHub
concurrent-rendering-orchestration
Design and validate complex concurrent rendering workflows using `useTransition`, `Suspense`, and selective hydration to preserve responsiveness under heavy workloads.
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GitHub
transactional-ui-updates
Model UI updates as transactions to ensure consistency across complex interactions.
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GitHub
precision-re-render-control
Minimize unnecessary re-renders through precise state partitioning and selector-driven updates.
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GitHub
video-frame-processing-react
Process video data in real-time within a React application, synchronizing UI overlays.
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GitHub
visual-regression-snapshot-testing
Automate visual validation of component states to catch styling regressions.
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GitHub
react-18-security-modeling
Model and mitigate security risks that arise from advanced rendering and hydration flows.
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GitHub
suspense-data-architectures
Engineer data-fetching architectures that fully leverage `Suspense`, streaming SSR, and granular cache invalidation.
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GitHub
concurrent-safe-state-machines
Design deterministic state machines that remain correct under concurrent rendering and re-entrancy.
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GitHub
real-time-collaborative-editing
Build collaborative surfaces using CRDTs or OT, synchronized with React's update model.
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GitHub
state-reconciliation-semantics
Master the internal fiber reconciliation algorithm to predict and optimize render operations at a highly granular level.
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GitHub
staged-hydration-systems
Develop staged hydration systems for prioritizing critical UI regions and progressive interactivity.
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GitHub
webassembly-integration-patterns
Integrate high-performance Wasm modules into the React render cycle without blocking the main thread.
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GitHub
adaptive-ux-scheduling
Adapt UI scheduling behavior dynamically based on runtime conditions and user context.
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GitHub
state-machine-driven-ui
Model complex UI flows using finite state machines to ensure deterministic behavior.
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GitHub
dependency-injection-patterns
Decouple business logic from UI using Inversion of Control with Context and Hooks.
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GitHub
fault-tolerant-ui-graphs
Design UI graphs that remain resilient to partial failures and unstable dependencies.
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GitHub
progressive-disclosure-systems
Design progressive disclosure UIs that reveal data and components in optimal sequences.
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GitHub
large-scale-hook-composition
Engineer hook ecosystems with composable, scalable abstractions that preserve correctness under concurrency.
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。