GitHub
debug-detective
Systematic debugging approach for ANY codebase, ANY language, ANY bug type
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数据与 AI AI 技能
发现 数据与 AI 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。
分类目录: 数据与 AI
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GitHub
model-first-reasoning
Two-phase reasoning paradigm that reduces hallucinations and constraint violations in complex planning tasks. Use when tasks involve multi-step planning, constraint satisfaction, resource allocatio...
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GitHub
tech-debt-tracker
Track, prioritize, and pay down technical debt systematically in ANY project
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GitHub
mcp-workflow-composition
Teaches effective composition of multiple @j0kz MCP tools into cohesive workflows using MCPPipeline and orchestrator-mcp, including dependency management, error handling strategies, and pre-built w...
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GitHub
security-first
Universal security checklist and fixes for ANY project type or language
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GitHub
legacy-modernizer
Modernize legacy code safely in ANY project without breaking existing functionality. Use when working with old code that needs updating while maintaining stability.
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GitHub
dependency-analyzer
Analyze and optimize project dependencies. Use when auditing npm packages, checking for vulnerabilities, finding outdated dependencies, analyzing bundle size, or detecting circular imports.
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GitHub
competitive-ads-extractor
Extracts and analyzes competitor ads from ad libraries (Facebook, LinkedIn, TikTok, Google). Use when researching competitor messaging, creative patterns, campaign strategies, or ad inspiration. Ch...
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GitHub
dependency-doctor
Diagnose and heal dependency issues in ANY package manager, ANY language
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GitHub
api-integration
Master third-party API integration in ANY language with best practices and patterns
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GitHub
test-coverage-boost
Increase test coverage from 0% to 80%+ in ANY project, ANY testing framework. Use when adding tests to untested code or preparing for major refactoring.
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GitHub
legacy-modernizer
Modernize legacy code safely in ANY project without breaking existing functionality
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GitHub
clean-architecture-enforcer
Enforce Clean Architecture with strict dependency direction, domain/application/adapter/infrastructure layering, and file/function size limits when the user asks to build a feature, refactor a module, add a ful...
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GitHub
event-delegation
Guidelines for implementing the Event Delegation pattern in React to reduce prop drilling, improve performance, and handle dynamic or frequently changing content. Includes examples, best practices, common pitfa...
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GitHub
context-pattern
Provides a React Context implementation pattern using useSyncExternalStore, with types, hooks, and examples. Be specific about capabilities and when to use the skill.
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GitHub
form-implementation
Guidelines for implementing performant, accessible React forms using isolated field components, custom hooks, and server actions (`useActionState`/`useFormStatus`). Use for building FormData-friendly forms and...
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GitHub
main-process-unit-tests
Unit testing skill for Electron main process. guidelines, examples, and Vitest patterns to create and fix unit tests for services, IPC handlers, and DI-based code.
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GitHub
main-process-dip-architecture
Main Process Architecture Guide. Dependency Injection Pattern (DIP). Provides decorators, module patterns, and examples for building modular, testable Electron main process code using dependency injection
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GitHub
building-ui-with-shadcn
Builds accessible, consistent UI components using shadcn/ui with Tailwind v4 following strict design system guidelines. Use for frontend development, component creation, design implementation, and UI consistenc...
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GitHub
better-context
Set up btca (Better Context) in a project by scanning dependencies, proposing resources, creating btca.config.jsonc, updating AGENTS.md, and explaining usage modes. Use when asked to configure btca/better-conte...
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GitHub
deploying-test-build
Deploys iOS/Android test builds using EAS Build with internal distribution. Use when asked to deploy, build, or release a test/development/preview build.
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GitHub
fetching-npm-source
Fetches source code for npm packages and GitHub repositories to provide AI agents with implementation details beyond types. Use when you need to understand how a package works internally or reference its actual...
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GitHub
build-a-project
Create or update a Makefile with dev and build targets that run the repo's actual development and build commands. Use when asked to standardize run/build commands or add Makefile targets.
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GitHub
implementing-autumn-billing
Implement Autumn billing and payments in applications. Use when building subscription systems, usage-based billing, paywalls, feature gates, or monetization features. Autumn is an open-source billing layer betw...
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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。