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Claude Skills by frank-luongt
github.com/frank-luongt1,201 skills8 installs1,314 views
- Langgraph**Role**: LangGraph Agent Architect You are an expert in building production-grade AI agents with LangGraph. You understand that agents need explicit structure - graphs make the flow visible and debuggable. You design state carefully, use reducers appropriately, and always consider persistence for production. You know when cycles are needed and how to prevent infinite loops.Votes: 0GitHub stars: 31
- Llm App Patterns> Production-ready patterns for building LLM applications, inspired by [Dify](https://github.com/langgenius/dify) and industry best practices.Votes: 0GitHub stars: 31
- Llm EvaluationMaster comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.Votes: 0GitHub stars: 31
- Multi Agent Brainstorming<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: multi-agent-brainstorming description: "Structured multi-agent design review with enforced roles: designer, skeptic, constraint guardian, user advocate, and arbiter. Use when validating system designs, surfacing hidden assumptions, stress-testing architectures before implementation, or preventing premature design approval." tags: [multi-agent, brainstorming, design-review] ---Votes: 0GitHub stars: 31
- Multi Agent PatternsMulti-agent architectures distribute work across multiple language model instances, each with its own context window. When designed well, this distribution enables capabilities beyond single-agent limits. When designed poorly, it introduces coordination overhead that negates benefits. The critical insight is that sub-agents exist primarily to isolate context, not to anthropomorphize role division.Votes: 0GitHub stars: 31
- Rag ImplementationMaster Retrieval-Augmented Generation (RAG) to build LLM applications that provide accurate, grounded responses using external knowledge sources.Votes: 0GitHub stars: 31
- Vector Database EngineerExpert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similarity search. Use PROACTIVELY for vector search implementation, embedding optimization, or semantic retrieval systems.Votes: 0GitHub stars: 31
- Ab Test AnalysisAnalyze experiment results with statistical rigor and produce a clear **Ship / Investigate / Extend / Stop** recommendation. This skill complements `ab-test-setup` (which handles experiment design). Use this skill when you have **results to analyze**. ---Votes: 0GitHub stars: 31
- Ab Test Setup<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: ab-test-setup description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness. Use when planning experiments, defining test hypotheses, calculating sample sizes, or validating A/B test designs. tags: [ab-testing, experimentation, cro] ---Votes: 0GitHub stars: 31
- Analytics TrackingYou are an expert in **analytics implementation and measurement design**. Your goal is to ensure tracking produces **trustworthy signals that directly support decisions** across marketing, product, and growth. You do **not** track everything. You do **not** optimize dashboards without fixing instrumentation. You do **not** treat GA4 numbers as truth unless validated. ---Votes: 0GitHub stars: 31
- App Store OptimizationComprehensive ASO framework for iOS App Store and Google Play — keyword research, listing optimization, visual asset strategy, rating management, and A/B testing store pages. The mobile equivalent of SEO.Votes: 0GitHub stars: 31
- Brainstorming<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: brainstorming description: Structured design facilitation that transforms vague ideas into validated designs through disciplined reasoning. Use when starting creative or constructive work (features, architecture, behavior) before implementation. tags: [design, facilitation, ideation, requirements] ---Votes: 0GitHub stars: 31
- Business Analyst<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: business-analyst description: Master modern business analysis with AI-powered analytics, tags: [business] ---Votes: 0GitHub stars: 31
- Campaign AnalyticsMarketing campaign measurement framework — multi-touch attribution, channel ROI analysis, funnel diagnostics, and performance reporting. Turns campaign data into actionable spend allocation decisions.Votes: 0GitHub stars: 31
- Customer Success PlaybookComprehensive framework for customer lifecycle management — from onboarding through expansion and renewal. Build health scores, predict churn, design intervention playbooks, and maximize net revenue retention.Votes: 0GitHub stars: 31
- Cxo ThinkosYou are The Business Engineer — an analytical system that converts complexity into clarity using structural thinking, systems reasoning, and high-density strategic synthesis. You think like a scientist, economist, strategist, and systems architect combined. You write like a structural analyst. You decide like an executive. You see like an engineer. Your worldview is built on architecture — incentives, constraints, feedback loops, cost structures, chokepoints, uncertainty gradients, and strate...Votes: 0GitHub stars: 31
- Enterprise SearchBusiness-oriented framework for designing cross-tool knowledge retrieval, architecting enterprise search systems, and tuning relevance models. Focused on strategy and requirements — for technical implementation, see `hybrid-search-implementation` and `similarity-search-patterns` in the ai-ml domain.Votes: 0GitHub stars: 31
- Finance AccountingOperational accounting framework for journal entries, reconciliation, variance analysis, and financial close. This skill covers the day-to-day accounting operations — not strategic financial planning (which is the CFO agent's domain).Votes: 0GitHub stars: 31
- Hr OperationsOperational HR framework for hiring pipeline management, compensation analysis, performance reviews, and employee onboarding. Covers the process-oriented side of people operations — not strategic workforce planning (which is the CHRO agent's domain).Votes: 0GitHub stars: 31
- Interview ScriptCreate structured, bias-free customer interview scripts that uncover real needs — not just what people say they want. ---Votes: 0GitHub stars: 31
- Legal Contract ReviewStructured contract analysis framework for extracting key terms, scoring risk, triaging NDAs, and identifying compliance exposure. Provides repeatable, evidence-based contract review — not legal advice. > **Disclaimer:** This skill provides structured analysis patterns and checklists. All output should be reviewed by qualified legal counsel before making binding decisions.Votes: 0GitHub stars: 31
- Market Sizing AnalysisComprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.Votes: 0GitHub stars: 31
- Marketing Psychology**(Applied - Ethical - Prioritized)** You are a **marketing psychology operator**, not a theorist. Your role is to **select, evaluate, and apply** psychological principles that: * Increase clarity * Reduce friction * Improve decision-making * Influence behavior **ethically** You do **not** overwhelm users with theory. You **choose the few models that matter most** for the situation. ---Votes: 0GitHub stars: 31
- Opportunity Solution TreeA visual framework from Teresa Torres' *Continuous Discovery Habits* that connects a **desired outcome** to **customer opportunities**, **potential solutions**, and **assumption tests** — ensuring you build what matters most. ---Votes: 0GitHub stars: 31
- Page CroYou are an expert in **page-level conversion optimization**. Your goal is to **diagnose why a page is or is not converting**, assess readiness for optimization, and provide **prioritized, evidence-based recommendations**. You do **not** guarantee conversion lifts. You do **not** recommend changes without explaining *why they matter*. ---Votes: 0GitHub stars: 31
- Pricing StrategyYou are an expert in pricing and monetization strategy. Your goal is to help design pricing that **captures value, supports growth, and aligns with customer willingness to pay** -- without harming conversion, trust, or long-term retention. This skill covers **pricing research, value metrics, tier design, and pricing change strategy**. It does **not** implement pricing pages or experiments directly. ---Votes: 0GitHub stars: 31
- Revenue OperationsEnd-to-end RevOps framework for pipeline analytics, revenue forecasting, quota management, and cross-functional alignment between Sales, Marketing, and Customer Success.Votes: 0GitHub stars: 31
- Seo AuditYou are an **SEO diagnostic specialist**. Your role is to **identify, explain, and prioritize SEO issues** that affect organic visibility -- **not to implement fixes unless explicitly requested**. Your output must be **evidence-based, scoped, and actionable**. ---Votes: 0GitHub stars: 31
- Summarize InterviewTransform raw interview transcripts or notes into structured, actionable summaries that feed directly into Opportunity Solution Trees, PRDs, and product decisions. ---Votes: 0GitHub stars: 31
- Ai Agents Architect**Role**: AI Agent Systems Architect I build AI systems that can act autonomously while remaining controllable. I understand that agents fail in unexpected ways - I design for graceful degradation and clear failure modes. I balance autonomy with oversight, knowing when an agent should ask for help vs proceed independently.Votes: 0GitHub stars: 31
- Architecture Decision RecordsComprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.Votes: 0GitHub stars: 31
- Cqrs ImplementationComprehensive guide to implementing CQRS (Command Query Responsibility Segregation) patterns.Votes: 0GitHub stars: 31
- Event Sourcing ArchitectExpert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries.Votes: 0GitHub stars: 31
- Mcp Builder<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: mcp-builder description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). tags: [mcp, tooling] ---Votes: 0GitHub stars: 31
- Microservices PatternsMaster microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.Votes: 0GitHub stars: 31
- Workflow Orchestration PatternsMaster workflow orchestration architecture with Temporal, covering fundamental design decisions, resilience patterns, and best practices for building reliable distributed systems.Votes: 0GitHub stars: 31
- Brainstorm OkrsGenerate well-structured, outcome-focused OKRs (Objectives and Key Results) for product teams — aligned with company strategy and grounded in what the team can actually influence. ---Votes: 0GitHub stars: 31
- Product Strategy CanvasA structured 9-section framework for defining, validating, and communicating product strategy — covering everything from vision to defensibility. ---Votes: 0GitHub stars: 31
- Cost OptimizationStrategies and patterns for optimizing cloud costs across AWS, Azure, and GCP.Votes: 0GitHub stars: 31
- Compliance Crosswalk<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: compliance-crosswalk description: Compliance framework crosswalk mapping SOC 2, ISO 27001, NIST CSF, and PCI-DSS for unified control management tags: [compliance, security] ---Votes: 0GitHub stars: 31
- Gdpr Reference<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: gdpr-reference description: GDPR compliance reference for security agents covering key principles, lawful bases, data subject rights, DPIAs, and breach notification requirements. tags: [compliance, security] ---Votes: 0GitHub stars: 31
- Hipaa Security Rule<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: hipaa-security-rule description: HIPAA Security Rule safeguard requirements for protecting electronic protected health information (ePHI) across administrative, physical, and technical controls tags: [compliance, security] ---Votes: 0GitHub stars: 31
- Iso27001 Annexa<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: iso27001-annexa description: "ISO 27001:2022 Annex A controls reference for implementing an Information Security Management System (ISMS) with 93 controls across four themes." tags: [compliance, security] ---Votes: 0GitHub stars: 31
- Nist Csf<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: nist-csf description: NIST Cybersecurity Framework (CSF 2.0) reference for assessing, building, and improving organizational cybersecurity posture across six core functions. tags: [compliance, security] ---Votes: 0GitHub stars: 31
- Pci Dss V4<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: pci-dss-v4 description: PCI-DSS v4.0 requirements reference covering 12 requirements, customized approach, SAQ types, and assessment preparation for cardholder data environments. tags: [compliance, security] ---Votes: 0GitHub stars: 31
- Soc2 Controls<!-- AUTO-GENERATED by export-plugins.py — DO NOT EDIT --> --- name: soc2-controls description: SOC 2 Type II Trust Services Criteria reference for scoping, mapping controls, gathering evidence, and preparing for audit readiness. tags: [compliance, security] ---Votes: 0GitHub stars: 31
- Outcome RoadmapTransform output-focused roadmaps (feature lists with dates) into outcome-focused roadmaps that communicate **why** you're building what you're building — and what success looks like. ---Votes: 0GitHub stars: 31
- Data Quality FrameworksProduction patterns for implementing data quality with Great Expectations, dbt tests, and data contracts to ensure reliable data pipelines.Votes: 0GitHub stars: 31
- Data StorytellingTransform raw data into compelling narratives that drive decisions and inspire action.Votes: 0GitHub stars: 31
- Kpi Dashboard DesignComprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.Votes: 0GitHub stars: 31