重构
代码重组与优化
用途与选择建议
这类技能帮助你把可复现的问题或变更需求转化为可审查的代码修改。选择时核对语言、框架和测试工具是否匹配项目；采用修改前，检查差异并运行项目自身的验证。
safe-refactor
Terryc21
'Plan refactoring with blast radius analysis, dependency mapping, and rollback strategy. Triggers: "refactor", "safe refactor", "restructure", "rename type", "extract protocol".'
implementation-plan
Terryc21
Structured implementation planning with file impact analysis, dependencies, and phased tasks
adopting-generated-api-types
PostHog
Use when migrating frontend code from manual API client calls (api.get, api.create, api.surveys.get, api.dashboards.list, new ApiRequest()) and handwritten TypeScript interfaces to generated API functions and types. Triggers on files importing from lib/api, files with api.get<, api.create<, api.<entity>.<method>, manual interface definitions that duplicate backend serializers, or any frontend file that constructs API URLs by hand. Covers the full replacement workflow — finding the generated equivalent, swapping imports, adapting call sites, and removing dead manual types.
techdebt
brycewang-stanford
Find and fix technical debt including duplicated code, dead code, outdated patterns, and code smells. Run at the end of sessions to clean up.
code-simplifier
brycewang-stanford
Simplify and clean up code after changes are complete. Reduces complexity, improves readability, and ensures consistency.
cmux-architecture
manaflow-ai
"cmux package architecture, refactor layering, dependency inversion, file organization, DocC documentation, package design discipline, testability, and Swift 6 concurrency rules. Use before adding or meaningfully rewriting Swift files, Swift packages, coordinators, services, repositories, or public package APIs."
javascript-pro
Jeffallan
Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanilla JavaScript applications, implementing Promise-based async flows, optimising browser or Node.js performance, working with Web Workers or Fetch API, or reviewing .js/.mjs/.cjs files for correctness and best practices.
fe-modularization
metabase
Deciding where frontend code lives — tier model, move mechanics, extension points, side effects, naming, and the traps. Use when moving code between modules, carving new modules, fixing boundary violations, adding a barrel or an endpoint, or reviewing module-shape decisions.
metal-kernel
pytorch
Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon. Covers native_functions.yaml dispatch, host-side operators, and Metal kernel implementation.
add-uint-support
pytorch
Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.
vercel-react-best-practices
Significant-Gravitas
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
capability-evolver
EvoMap
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap Hub via local Proxy mailbox.
typescript-expert
remix-run
Write, refactor, or review TypeScript code with strict, precise, maintainable types and without unnecessary any, type assertions, or type suppressions. Use when working on .ts or .tsx files, public APIs, generics, discriminated unions, type guards, tsconfig/module settings, declaration-facing code, or any change where TypeScript type quality affects correctness in the Remix repo.
dust-react-hook-form-writer
dust-tt
Write and refactor React forms using react-hook-form with Zod validation. Use when creating new form components, converting existing forms to react-hook-form, or implementing form validation patterns.
dust-writing-react-effects
dust-tt
Writes React components without unnecessary useEffect. Use when creating/reviewing React components, refactoring effects, or when code uses useEffect to transform data or handle events.
vue-best-practices
vuejs-ai
MUST be used for Vue.js tasks. Strongly recommends Composition API with <script setup> and TypeScript as the standard approach. Covers Vue 3, SSR, Volar, vue-tsc. Load for any Vue, .vue files, Vue Router, Pinia, or Vite with Vue work. ALWAYS use Composition API unless the project explicitly requires Options API.
swiftui-view-refactor
Dimillian
Refactor and review SwiftUI view files with strong defaults for small dedicated subviews, MV-over-MVVM data flow, stable view trees, explicit dependency injection, and correct Observation usage. Use when cleaning up a SwiftUI view, splitting long bodies, removing inline actions or side effects, reducing computed some View helpers, or standardizing @Observable and view model initialization patterns.
swift-concurrency-expert
Dimillian
Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file. Concrete actions include adding Sendable conformance, applying @MainActor annotations, resolving actor isolation warnings, fixing data race diagnostics, and migrating completion handlers to async/await.
ccsn-find-simplifications
kenryu42
'Use when working in the cc-safety-net repo to find non-obvious simplification candidates: dead, duplicated, speculative, over-built, or contract-exceeding surfaces in the analyzer, rules, guards, integrations, CLI, or GUI. Produces evidence-backed proposals for the maintainer, not a pile of guesses.'
analyzing-bootkit-and-rootkit-samples
mukul975
Analyzes bootkit and advanced rootkit malware that infects the Master Boot Record (MBR), Volume Boot Record (VBR), or UEFI firmware to gain persistence below the operating system. Covers boot sector analysis, UEFI module inspection, and anti-rootkit detection techniques. Activates for requests involving bootkit analysis, MBR malware investigation, UEFI persistence analysis, or pre-OS malware detection.
deslop
cursor
Remove AI-generated code slop and clean up code style
cobrapy
K-Dense-AI
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
tdd
mattpocock
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 integration tests, or asks for test-first development.
request-refactor-plan
mattpocock
Use this skill when user wants to create a refactor plan.