Identifies boundaries between modules or components in software systems through static code analysis and dependency detection. Use when Claude needs to analyze software architecture, identify module boundaries, detect boundary violations, find circular dependencies, or assess component coupling. Supports Python (packages and imports) and Java (packages and dependencies). Trigger when users ask to "identify boundaries", "find component boundaries", "detect boundary violations", "analyze module structure", "check architecture", or "find circular dependencies".

Generate test assertions from existing code implementation. Use when the user has implementation code without tests or incomplete test coverage, and needs assertions synthesized by analyzing the code's behavior, inputs, outputs, and state changes. Supports Python (pytest/unittest), Java (JUnit/AssertJ), and JavaScript/TypeScript (Jest/Chai). Handles equality checks, collections, exceptions, and state verification.

Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.

Set up comprehensive observability for Langfuse with metrics, dashboards, and alerts. Use when implementing monitoring for LLM operations, setting up dashboards, or configuring alerting for Langfuse integration health. Trigger with phrases like "langfuse monitoring", "langfuse metrics", "langfuse observability", "monitor langfuse", "langfuse alerts", "langfuse dashboard".

Configure Instantly.ai workspace access control, team management, and API key governance. Use when managing workspace members, setting up team permissions, or implementing API key governance for multi-user Instantly workspaces. Trigger with phrases like "instantly team", "instantly permissions", "instantly workspace members", "instantly access control", "instantly rbac".

Deploy Instantly.ai webhook receivers and API integrations to cloud platforms. Use when deploying to Vercel, Cloud Run, or Fly.io, or setting up production webhook endpoints. Trigger with phrases like "deploy instantly", "instantly cloud run", "instantly vercel", "instantly webhook deployment", "instantly production deploy".

Configure Ideogram across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment keys, or implementing environment-specific Ideogram configurations. Trigger with phrases like "ideogram environments", "ideogram staging", "ideogram dev prod", "ideogram environment setup", "ideogram multi-env".

Configure Fireflies.ai workspace roles, channels, privacy controls, and meeting sharing. Use when managing team access, setting up channels, or configuring transcript visibility and sharing rules. Trigger with phrases like "fireflies roles", "fireflies permissions", "fireflies channels", "fireflies privacy", "fireflies sharing", "fireflies RBAC".

Deploy Firecrawl integrations to Vercel, Cloud Run, and Docker platforms. Use when deploying Firecrawl-powered applications to production, configuring platform-specific secrets, or setting up self-hosted Firecrawl. Trigger with phrases like "deploy firecrawl", "firecrawl Vercel", "firecrawl production deploy", "firecrawl Cloud Run", "firecrawl Docker".

Implement security best practices for Evernote integrations. Use when securing API credentials, implementing OAuth securely, or hardening Evernote integrations. Trigger with phrases like "evernote security", "secure evernote", "evernote credentials", "evernote oauth security".

Handle Evernote API rate limits effectively. Use when implementing rate limit handling, optimizing API usage, or troubleshooting rate limit errors. Trigger with phrases like "evernote rate limit", "evernote throttling", "api quota evernote", "rate limit exceeded".

Configure CI/CD pipelines for Evernote integrations. Use when setting up automated testing, continuous integration, or deployment pipelines for Evernote projects. Trigger with phrases like "evernote ci", "evernote github actions", "evernote pipeline", "automate evernote tests".

Execute Deepgram production deployment checklist. Use when preparing for production launch, auditing production readiness, or verifying deployment configurations. Trigger: "deepgram production", "deploy deepgram", "deepgram prod checklist", "deepgram go-live", "production ready deepgram".

Configure CodeRabbit enterprise access control, seat management, and organization policies. Use when managing who gets AI reviews, configuring organization-level defaults, or implementing access policies for CodeRabbit across teams. Trigger with phrases like "coderabbit SSO", "coderabbit RBAC", "coderabbit enterprise", "coderabbit roles", "coderabbit permissions", "coderabbit seats".

Configure enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls. Trigger with phrases like "clerk SSO", "clerk RBAC", "clerk enterprise", "clerk roles", "clerk permissions", "clerk organizations".

Monitor Clay enrichment pipeline health, credit consumption, and data quality metrics. Use when setting up dashboards for Clay operations, configuring alerts for credit burn, or tracking enrichment success rates. Trigger with phrases like "clay monitoring", "clay metrics", "clay observability", "monitor clay", "clay alerts", "clay dashboard", "clay credit tracking".

Configure Clay workspace roles, team access control, and credit budget allocation. Use when managing team access to Clay tables, setting per-user credit budgets, or configuring workspace-level permissions for Clay. Trigger with phrases like "clay SSO", "clay RBAC", "clay enterprise", "clay roles", "clay permissions", "clay team access", "clay workspace".

Generate a project-level CLAUDE.md from stack detection and user-selected rule categories. Use when starting a new project, onboarding a repo, or when the user says "seed claude.md", "create project rules", "set up CLAUDE.md", "configure this project for me", or wants to establish coding conventions.

Migrate Ant Design UIs to shadcn/ui + Tailwind (React/CRA/Vite → Next.js App Router). Use for: component replacement (no wrappers), Tailwind-first styling, canonical component consolidation, global CSS cleanup, route/layout scaffolding, and migration gotchas.

Migrate ASP.NET Web Forms Identity and Membership authentication to Blazor Server Identity. Covers OWIN to ASP.NET Core middleware, login page migration, BWFC login controls, role-based authorization, and cookie auth under Interactive Server mode. WHEN: "migrate identity", "login page migration", "OWIN to core", "cookie auth blazor", "LoginView migration".