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Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality.

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AI Engine Optimization - semantic triples, page templates, content clusters for AI citations

Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)

Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate

AWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling

AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python

Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns

Universal coding patterns, constraints, TDD workflow, atomic todos

Cloudflare D1 SQLite database with Workers, Drizzle ORM, migrations

Prevent semantic code duplication with capability index and check-before-write

AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server

Mandatory code reviews via /code-review before commits and deploys

OpenAI Codex CLI code review with GPT-5.2-Codex, CI/CD integration

Atomic commits, PR size limits, commit thresholds, stacked PRs

Deep code property graph analysis with Joern CPG (AST+CFG+PDG) and CodeQL for control flow, data flow, taint analysis, and security auditing

Centralized API key management from Access.txt

Schema awareness - read before coding, type generation, prevent column errors

Analyze existing repositories, maintain structure, setup guardrails and best practices

Firebase Firestore, Auth, Storage, real-time listeners, security rules

Klaviyo email/SMS marketing - profiles, events, flows, segmentation

Maggy is a local AI engineering command center bundled with claude-bootstrap. AI-prioritized inbox across issue trackers (GitHub Issues/Asana), one-click TDD execute with iCPG context enrichment, daily competitor intelligence briefing.

Medusa headless commerce - modules, workflows, API routes, admin UI

Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API

E2E testing with Playwright - Page Objects, cross-browser, CI/CD

PostHog analytics, event tracking, feature flags, dashboards

Progressive Web Apps - service workers, caching strategies, offline, Workbox

React web development with hooks, React Query, Zustand

Reddit Ads API - campaigns, targeting, conversions, agentic optimization

Reddit API with PRAW (Python) and Snoowrap (Node.js)

Context preservation, tiered summarization, resumability

Shopify app development - Remix, Admin API, checkout extensions

Next.js with Supabase and Drizzle ORM

Express/Hono with Supabase and Drizzle ORM

FastAPI with Supabase and SQLAlchemy/SQLModel

Core Supabase CLI, migrations, RLS, Edge Functions

Create Jira/Asana/Linear tickets optimized for Claude Code execution - AI-native ticket writing