Choose and implement Clay integration architecture for different scales and use cases. Use when designing new Clay integrations, comparing direct vs queue-based vs event-driven,…
Scale Clay enrichment pipelines for high-volume processing (10K-100K+ leads/month). Use when planning capacity for large enrichment runs, optimizing batch processing, or designing…
Design production Clay enrichment pipelines with table schemas, waterfall patterns, and CRM sync. Use when architecting new Clay integrations, reviewing data flow design, or…
Reference architecture patterns for Clerk authentication. Use when designing application architecture, planning auth flows, or implementing enterprise-grade authentication.
Production architecture for ClickUp API v2 integrations with layered design, custom fields, time tracking, goals, and two-way sync patterns.
Drafts structured client memoranda translating legal analysis and strategic recommendations into plain language for non-lawyer audiences.
Guide for implementing client-side state management in React applications. Use when building state architecture, selecting state libraries (Context, Zustand, Redux, Jotai),…
Gate whether a working set of atoms/clusters is closed under dependency edges (OPEN lists crossings). Use after organize-work when the border must be a real min-cut.
Create cloud provider architecture diagrams using PlantUML syntax with official AWS, Azure, GCP, and Alibaba Cloud service icons.
Align with cloud architecture frameworks (Microsoft CAF, AWS Well-Architected). Check alignment with pillars, identify gaps.
Senior Cloud Architect specializing in AWS, Azure, and GCP multi-cloud strategies with expertise in cost optimization, infrastructure design, and enterprise cloud migration.
Multi-cloud, VPC design, high availability, disaster recovery, and cost optimization
Discover and map your cloud architecture automatically. View architecture directories, topology, and resource relationships via Tencent Cloud Smart Advisor API.
Holistic view of your entire cloud architecture. See all architecture diagrams, directories, and risk assessments across your account.
Transform the agent into a Cloud Solution Architect following Azure Architecture Center best practices.
Unified code intelligence — Skeleton Index (zero-dep, <4s) + AST knowledge graph (CodeGraph) + architecture diagrams (Mermaid) + smart context builder.
Strategic codebase re-direction when requirements change, architecture doesn't fit, or tech debt blocks progress. TRIZ-powered pivot protocol for large codebases.
Expert guidance on Webflow CMS architecture and best practices. Use when planning collections, setting up relationships, optimizing content structure, or troubleshooting CMS…
Use when when you have mass-spectrometry data (m/z and intensity pairs or spectral matrices) paired with ground-truth molecular fingerprints or InChIKeys, and you need to learn a…
Build modular CLI applications with Cobra framework. Use when structuring CLI commands, implementing modular command architecture, handling flags and arguments, or when user…
Iterative quality convergence loop with multi-agent architecture. Reviews, scores, fixes, and re-scores code until target quality is reached.
Application architecture patterns and code organization — clean architecture, hexagonal architecture, feature-based structure, dependency inversion, module boundaries, SOLID…
智能代码架构解读和分析工具。当用户请求分析项目架构、生成架构文档、识别设计模式、分析依赖关系、评估代码质量、或理解复杂项目结构时使用此skill。适用于接手新项目、代码审查、重构规划、技术选型评估等场景。
Build a compact architecture map of a repository using CGC, Semble, rg, and source reads.
Review code architecture for maintainability, catch structural issues before they become debtUse when "Reviewing pull requests with structural changes, Planning refactoring work,…
Review recently written code for best practices, architectural consistency, and correct system integration.
Code-Architektur-Experte für strukturelle Qualität, Best Practices und Wartbarkeit. — from tools-only/X-Skills
Generates comprehensive documentation for any codebase via hybrid analysis (native extractors + LLM agents).
Dispatches a code-explorer agent to investigate a specific focus area of a codebase. Use when another skill needs focused codebase exploration — finding relevant files, tracing…
Pure Claude code investigation. Fast codebase exploration, trace execution paths, understand architecture, diagnose issues. No Codex dependency.
Guides modernization of legacy codebases while preserving behavior. Use when the user asks to modernize legacy code, migrate COBOL, legacy Java, C++, .NET, procedural PHP, classic…
Evaluate and improve code modularization using the Balanced Coupling Model. Analyzes coupling strength, connascence types, and distance to identify refactoring opportunities and…
Explore external codebases to answer questions about their architecture, implementation, and behavior.
Analyze codebases and automatically generate architecture diagrams, flowcharts, and org charts. Uses AST parsing to map import dependencies for Python, JS/TS, Go, and Java,…
Auto-generates code flow diagrams from Python module analysis. Detects when architecture diagrams become stale (code changed, diagram didn't).
AI development governance protocol for Codex, Claude Code, and Cowork. Enforces modular architecture, adversarial feedback, patch-first editing, blast radius safety, zero-trust…
Patterns and techniques for analyzing brownfield codebases. Use when onboarding to unfamiliar code, preparing for refactoring, conducting architecture reviews, or identifying…
Codebase architecture standards and best practices for {{project.longName}}. Covers file structure conventions, module patterns, naming conventions, dependency rules, and code…
Analyze a GitHub codebase to create comprehensive architecture documentation including ASCII diagrams, component relationships, data flow, hosting infrastructure, and file…
Use before architecture-significant code work to recover the actual source-backed system shape: modules, dependencies, domain seams, runtime coupling, ownership, quality…
Use when producing a shareable architecture, module, metrics, and health report for a codebase. Triggers:
Generates comprehensive documentation explaining how a codebase works, including architecture, key components, data flow, and development guidelines.
Deep contextual grep for codebases. Expert at finding patterns, architectures, implementations, and answering "Where is X?", "Which file has Y?", and "Find code that does — from…
Explore and understand the Empathy Ledger codebase architecture, data flows, database schema, services, and how components connect.
Master guide for this TanStack Start e-commerce application. Use when onboarding, exploring architecture, or needing context about how systems connect.
Quickly index and understand a codebase's architecture. Use at session start to get up to speed fast. Finds entry points, API routes, classes, models, configs, and patterns.
When the user wants to deeply understand a codebase, map its architecture, or build a persistent mental model for future sessions.
Repository structure and dependency analysis for understanding a codebase's architecture. Use when needing to (1) generate a file tree or structure map, (2) analyze…
Use the codebase knowledge graph for structural code queries. Triggers on: explore the codebase, understand the architecture, what functions exist, show me the structure, who…
Index codebases into a persistent knowledge graph for structural code queries, call-chain tracing, and semantic search.
Run large codebase migrations in reviewable local batches with codemods, checkpoints, and verification. Use when a wide refactor is too risky to ship as one monolithic change.
Navigate, search, and understand project structures. Use when onboarding to a codebase, locating implementations, tracing dependencies, or understanding architecture.
Keeping codebases healthy, performant, and maintainable - refactoring, performance optimization, and technical debt managementUse when "refactor, optimize, performance, technical…
Produce reusable technical architecture documents from codebase exploration. Use when onboarding, "write up what this does", architecture docs, or handoff.
Create a high-level map of the project structure and identify architectural pillars, entry points, and module boundaries.
Locates and analyzes files directly relevant to user queries using semantic search, dependency analysis, and architectural context.
Provides a high-level overview of the Next.js application's file structure and directory organization.
Scans repository structure and generates comprehensive architecture documentation including system overview, entry points, module relationships, data flow diagrams, and " — from…
Scans repository structure and generates comprehensive architecture documentation including system overview, entry points, module relationships, data flow diagrams, and " — from…
This sop analyzes a codebase and generates comprehensive documentation including structured metadata files that describe the system architecture, components, interfaces, and…