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软件工程 / 诊断修复
spring-boot
spring-boot
Provides comprehensive guidance for Spring Boot development including project creation, auto-configuration, dependency injection, web development, data access,…
软件工程 / 诊断修复
ad-spend-optimizer
ad-spend-optimizer
Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad…
软件工程 / 诊断修复
performance-optimizer
performance-optimizer
Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements.
软件工程 / 诊断修复
effect-ts
effect-ts
Use this skill whenever writing, reviewing, debugging, or refactoring TypeScript code that uses the Effect-TS library. Trigger when you see imports from `effect`, `effect/*`, or any `@effect/*` scoped package (schema, platform, sql, opentelemetry, cli, cluster, rpc, vitest). Trigger on Effect-specific constructs: Effect.gen generators, Schema.Struct/Schema.Class definitions, Layer/Context.Tag/Service patterns, Effect.pipe pipelines, Data.TaggedError/Data.Class error types, Ref/Queue/PubSub/Deferred concurrency primitives, Match module, Config providers, Scope/Exit/Cause/Runtime patterns, or any code using Effect's typed error channel (E parameter). Also trigger when the user asks about Effect patterns, migration from Promises/fp-ts/neverthrow to Effect, or how to structure an Effect application. Covers the full ecosystem: core Effect type, Schema validation, error management, concurrency (fibers, queues, semaphores, pools), streams/sinks, services and layers (DI), resource management, scheduling, observability, platform APIs, and AI integration. Do NOT trigger for React's useEffect, Redux side effects, or general English usage of "effect" unless the context clearly involves the Effect-TS library.
软件工程 / 诊断修复
aj-stock-analysis
aj-stock-analysis
A股价值投资分析工具,提供股票筛选、个股深度分析、行业对比和估值计算功能。基于价值投资理论,使用tushare获取公开财务数据,适合低频交易的普通投资者。
软件工程 / 诊断修复
offline-sync
offline-sync
Expert in data persistence, local-first architectures, and synchronization strategies for Capacitor/Android applications.
软件工程 / 诊断修复
technical-debt-visualizer
technical-debt-visualizer
Generates a heat-map and metrics report of a repository based on code complexity, lack of tests, and 'TODO/FIXME' density. Use when you need to identify…
软件工程 / 诊断修复
react-hook-builder
react-hook-builder
Creates custom React hooks for common patterns including data fetching, forms, authentication, local storage, debounce, and more. Use when users request…
软件工程 / 部署发布
embedding-pipeline-builder
embedding-pipeline-builder
Builds document embedding pipelines with text chunking, embedding generation, indexing, and retrieval optimization. Use when users request "embedding…
软件工程 / 部署发布
db-performance-watchlist
db-performance-watchlist
Defines database performance monitoring strategy with slow query detection, resource usage alerts, query execution thresholds, and automated alerting. Use for…
软件工程 / 诊断修复
graph-schema
graph-schema
Graph database schema design and data modeling expert. Use when designing, reviewing, or refactoring graph database schemas (Neo4j, Memgraph, Neptune, etc.).…
软件工程 / 诊断修复
setup-web-tests
setup-web-tests
Set up Python test environment in Claude Code for web where flox is unavailable. Use when you need to run backend tests and `uv sync` fails due to Python…
软件工程 / 诊断修复
blog-cannibalization
blog-cannibalization
Detect keyword cannibalization across blog posts by extracting primary keywords from titles and headings, clustering semantically similar targets, and flagging posts competing for the same search intent. Supports local-only mode (grep-based) and DataForSEO API mode (Page Intersection endpoint at ~$0.01/call). Outputs severity-scored report with merge or differentiate recommendations. Use when user says "cannibalization", "keyword overlap", "competing pages", "duplicate keywords", "cannibalize".
软件工程 / 部署发布
blog-factcheck
blog-factcheck
Verify statistics and claims in blog posts by fetching cited source URLs and checking if the claimed data actually appears on the page. Extracts all statistical claims (numbers, percentages, named sources), fetches each cited URL via WebFetch, and scores match confidence (exact match 1.0, paraphrase 0.7-0.9, not found 0.0). Flags uncited claims as UNVERIFIED. Use when user says "fact check", "verify statistics", "check sources", "validate claims", "factcheck", "source verification".
软件工程 / 诊断修复
ln-020-codegraph
ln-020-codegraph
Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview. Use when starting work on unfamiliar…
软件工程 / 部署发布
sap-ai-core
sap-ai-core
Guides development with SAP AI Core and SAP AI Launchpad for enterprise AI/ML workloads on SAP BTP. Use when: deploying generative AI models (GPT, Llama, Gemini, Mistral), building orchestration workflows with templating/filtering/grounding, implementing RAG with vector databases, managing ML training pipelines with Argo Workflows, configuring content filtering and data masking for PII protection, using the Generative AI Hub for prompt experimentation, or integrating AI capabilities into SAP applications. Covers service plans (Free/Standard/Extended), model providers (Azure OpenAI, AWS Bedrock, GCP Vertex AI, Mistral, IBM), orchestration modules, embeddings, tool calling, and structured outputs.
软件工程 / 诊断修复
backtesting
backtesting
Test trading strategies on historical data to evaluate performance, risks, and profitability.
软件工程 / 部署发布
seo-forensic-incident-response
seo-forensic-incident-response
Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.
软件工程 / 诊断修复
compensation-benchmarking
compensation-benchmarking
Benchmark compensation against market data. Trigger with "what should we pay", "comp benchmark", "market rate for", "salary range for", "is this offer…
软件工程 / 诊断修复
service-layer-extractor
service-layer-extractor
Refactors route handlers into service layer with clean boundaries, dependency injection, testability, and separation of concerns. Provides service interfaces,…