数据处理
数据转换、清洗与 ETL
flux-best-practices
black-forest-labs
Comprehensive guide for BFL FLUX image generation models. Covers prompting, T2I, I2I, structured JSON, hex colors, typography, multi-reference editing, and model-specific best practices for FLUX.2 and FLUX.1 families.
integration-patterns
JoelLewis
"Financial systems integration: API design, FIX protocol, ISO 20022 messaging, event-driven architecture, batch processing, idempotency, and error handling patterns."
reference-data
JoelLewis
"Financial reference data: security master, client master, account master, identifiers (CUSIP, ISIN, SEDOL, FIGI), pricing, and reference data governance."
crm-client-lifecycle
JoelLewis
"Client lifecycle management for RIAs: segmentation models (AUM, revenue, behavioral, strategic importance), household management, multi-generational relationship tracking, service tier SLAs, quarterly/annual review scheduling, lifecycle tracking (prospect→onboarding→accumulation→distribution→estate), engagement analytics (NPS, contact frequency, retention risk scoring), at-risk identification, wallet share, held-away asset consolidation, referral attribution, FINRA Rule 4512 trusted contact, OFAC/enhanced due diligence, CRM platforms (Salesforce, Redtail, Wealthbox, Dynamics)."
regulatory-reporting
JoelLewis
"Regulatory filing obligations: Form PF, 13F/13H filings, Form ADV amendments, FOCUS reports, blue sheets, CAT reporting, SAR/CTR mechanics, FINRA reporting."
measuring-product-market-fit
RefoundAI
Help users assess and achieve product-market fit. Use when someone is trying to determine if they have PMF, measuring user engagement and retention, running the Sean Ellis survey, or figuring out if they should scale or keep iterating.
flutter-development
travisjneuman
Cross-platform development with Flutter and Dart for iOS, Android, Web, Desktop, and embedded. Use when building Flutter apps, implementing Material/Cupertino design, or optimizing Dart code.
financial-analysis
kyegomez
Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and investment opportunities
redis-js
upstash
Work with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search, and all Redis data structures. Supports automatic serialization/deserialization of JavaScript types.
lit-review
pedrohcgs
Structured literature search + synthesis with citation extraction, thematic clustering, and gap identification. Use when user says "find papers on X", "do a lit review", "what's the literature on...", "summarize what we know about...", "where's the gap in this field", "review recent work on Y". Produces a written review with BibTeX-ready citations. Uses WebSearch/WebFetch for recent work.
research-ideation
pedrohcgs
Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description. Use when user says "give me research ideas on X", "brainstorm questions about Y", "what could I study with this data?", "I'm looking for a paper idea on...", "generate hypotheses for...". One-shot generation, not multi-turn. For idea-refinement use /interview-me.
event-driven-architecture
travisjneuman
Kafka, RabbitMQ, SQS/SNS, event sourcing, CQRS, saga patterns, dead letter queues, and idempotency. Use when designing asynchronous systems, implementing message-driven workflows, or building event streaming pipelines.
moai-formats-data
modu-ai
Data format specialist covering TOON encoding, JSON/YAML optimization, serialization patterns, and data validation for modern applications. Use when optimizing data for LLM transmission, implementing high-performance serialization, validating data schemas, or converting between data formats.
seo-coach
akseolabs-seo
Beginner-first SEO coaching for people who want to learn by doing one safe, verifiable step at a time. Use for SEO 陪跑、學 SEO、逐步檢查網站、看懂 Search Console／GA4、零付費工具的手動無痕 SERP、關鍵字與搜尋意圖、 內容差距、基礎網站架構、content brief、四篇 SEO 寫作實作、流量或排名問題教學， 以及 robots.txt、sitemap、title、canonical、Core Web Vitals 等概念與操作問題。 Do not use for a one-shot full-site audit report or health score, ghostwritten content delivery, PBN/site building, or paid-ad-only advice.
add-announcement
Agenta-AI
Helps add announcement cards to the sidebar banner system. Use when adding changelog entries, feature announcements, updates, or promotional banners to the Agenta sidebar. Handles both simple changelog entries and complex custom banners.
create-changelog-announcement
Agenta-AI
Use this skill to create and publish changelog announcements for new features, improvements, or bug fixes. This skill handles the complete workflow - creating detailed changelog documentation pages, adding sidebar announcement cards, and ensuring everything follows project standards. Use when the user mentions adding changelog entries, documenting new features, creating release notes, or announcing product updates.
marketplace-publishing
Aaronontheweb
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace. Covers adding new content, updating plugin.json, validation, and release tagging.
dotnet-local-tools
Aaronontheweb
Managing local .NET tools with dotnet-tools.json for consistent tooling across development environments and CI/CD pipelines.
microsoft-extensions-configuration
Aaronontheweb
Microsoft.Extensions.Options patterns including IValidateOptions, strongly-typed settings, validation on startup, and the Options pattern for clean configuration management.
playwright-blazor-testing
Aaronontheweb
Write UI tests for Blazor applications (Server or WebAssembly) using Playwright. Covers navigation, interaction, authentication, selectors, and common Blazor-specific patterns.
crap-analysis
Aaronontheweb
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code. Use OpenCover format with ReportGenerator for Risk Hotspots showing cyclomatic complexity and untested code paths.
typescript-advanced-types
jasonraimondi
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.
langgraph-workflows
LangConfig
"Expert guidance for designing LangGraph state machines and multi-agent workflows. Use when building workflows, connecting agents, or implementing complex control flow in LangConfig."
e2e-testing-patterns
HermeticOrmus
Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.