Types
Type checking and type generation
entity-optimizer
by aaron-he-zhu
'Use when the user asks to "optimize entity presence", "build knowledge graph", "improve knowledge panel", "entity audit", "establish brand entity", "Google does not know my brand", "no knowledge panel", or "establish my brand as an entity". Works standalone with public search and AI query testing; supercharged when you connect knowledge graph + SEO tool + ~~AI monitor for automated entity analysis. For structured data implementation, see schema-markup-generator. For content-level AI optimization, see geo-content-optimizer.'
llm-test
by elie222
Guidelines for writing tests for LLM-related functionality
schema-markup-generator
by aaron-he-zhu
'Use when the user asks to "add schema markup", "generate structured data", "JSON-LD", "rich snippets", "FAQ schema", "add FAQ rich results", "I want star ratings in Google", "product markup", or "recipe schema". Generates structured data markup (Schema.org JSON-LD) to enable rich results in search engines including FAQ snippets, How-To cards, Product listings, Reviews, and more. For meta tag optimization, see meta-tags-optimizer. For broader technical SEO, see technical-seo-checker.'
migrate-to-shoehorn
by mattpocock
Migrate test files from as type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace as in tests, or needs partial test data.
fullstack-workflow
by elie222
Complete fullstack workflow combining GET API routes, server actions, SWR data fetching, and form handling. Use when building features that need both data fetching and mutations from API to UI.
server-actions
by elie222
Guidelines for implementing Next.js server actions
prisma
by elie222
How to use Prisma
keyword-research
by aaron-he-zhu
'Use when the user asks to "find keywords", "keyword research", "what should I write about", "identify ranking opportunities", "topic ideas", "what are people searching for", "which keywords should I target", or "give me keyword ideas". Discovers high-value keywords with search intent analysis, difficulty assessment, and content opportunity mapping. Essential for starting any SEO or GEO content strategy. For analyzing competitor keywords specifically, see competitor-analysis. For content topic gaps, see content-gap-analysis.'
instructor
by NousResearch
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library
logging
by elie222
How to do backend logging
backtest-expert
by tradermonty
Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodology, parameter robustness testing, slippage modeling, bias prevention, and interpreting backtest results. Applicable when user asks about backtesting, strategy validation, robustness testing, avoiding overfitting, or systematic trading development.
instructor
by NousResearch
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library
migrate-to-shoehorn
by mattpocock
Migrate test files from as type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace as in tests, or needs partial test data.
pod-show-gateway
by scitix
Show the gateway for a network interface in a Kubernetes pod. Reads the routing table via ip -j route from the pod's network namespace. Execute via pod_netns_script tool.
design-patterns
by FlorianBruniaux
Analyze codebase for GoF design patterns - detection, suggestions, evaluation with stack-aware adaptations
rust-symbol-analyzer
by actionbook
"Analyze Rust project structure using LSP symbols. Triggers on: /symbols, project structure, list structs, list traits, list functions, 符号分析, 项目结构, 列出所有, 有哪些struct"
m07-concurrency
by actionbook
"CRITICAL: Use for concurrency/async. Triggers: E0277 Send Sync, cannot be sent between threads, thread, spawn, channel, mpsc, Mutex, RwLock, Atomic, async, await, Future, tokio, deadlock, race condition, 并发, 线程, 异步, 死锁"
crud
by Chachamaru127
"CRUDをサクッと自動生成。ボイラープレートはAIにお任せ。Use when user mentions CRUD, entity generation, or wants to create API endpoints. Do NOT load for: UI component creation, form design, database schema discussions."
blog-schema
by AgriciDaniel
Generate complete JSON-LD schema markup for blog posts including BlogPosting, Person, Organization, BreadcrumbList, FAQPage, and ImageObject. Validates against Google requirements and warns about deprecated types. Use when user says "schema", "blog schema", "json-ld", "structured data", "schema markup", "generate schema".
file-upload-testing
by Ed1s0nZ
文件上传漏洞测试的专业技能和方法论
security
by elie222
Security guidelines for API route development
req-plan-with-file
by catlog22
Requirement-level progressive roadmap planning with JSONL output. Decomposes requirements into convergent layers (MVP→iterations) or topologically-sorted task sequences, each with testable completion criteria.
feishu-cli-create
by riba2534
快速创建飞书云文档。当用户请求"创建文档"、"新建文档"、"写一份文档"时使用。创建后必须立即添加 full_access 权限给默认接收人。
feishu-cli-perm
by riba2534
为飞书云文档添加或更新协作者权限。支持用户/群/部门/群组/知识空间成员授予查看、编辑或管理权限。当用户需要添加文档权限、分享文档给他人时使用。