What started as an opinionated Claude Code setup kit is now an autonomous AI engineering command center
安装
npx skills add alinaqi/maggygh skill install alinaqi/maggygit clone --depth 1 https://github.com/alinaqi/maggy合集内的技能
- Aeo OptimizationAli ShaheenAI Engine Optimization - semantic triples, page templates, content clusters for AI citations
- Agent TeamsAli ShaheenClaude Code Agent Teams - default team-based development with strict TDD pipeline enforcement
- Agentic DevelopmentalinaqiBuild AI agents with Pydantic AI (Python) and Claude SDK (Node.js)
- Ai ModelsAli ShaheenLatest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
- Android JavaalinaqiAndroid Java development with MVVM, ViewBinding, and Espresso testing
- Android KotlinalinaqiAndroid Kotlin development with Coroutines, Jetpack Compose, Hilt, and MockK testing
- Autonomous TestingAli ShaheenAI-driven testing agent that auto-discovers, generates, executes, evaluates, and fixes tests for any project type
- AWS AuroraAli ShaheenAWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling
- AWS DynamodbAli ShaheenAWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python
- Azure CosmosdbalinaqiAzure Cosmos DB partition keys, consistency levels, change feed, SDK patterns
- BaseAli ShaheenUniversal coding patterns, constraints, TDD workflow, atomic todos
- Build In PublicAli ShaheenBest practices for sharing engineering work publicly — what to post, what to withhold, and channel-specific guidance
- Cloudflare D1alinaqiCloudflare D1 SQLite database with Workers, Drizzle ORM, migrations
- Code DeduplicationAli ShaheenPrevent semantic code duplication with capability index and check-before-write
- Code GraphAli ShaheenAST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server
- Code ReviewalinaqiMandatory code reviews via /code-review before commits and deploys
- Codex ReviewAli ShaheenOpenAI Codex CLI code review with GPT-5.2-Codex, CI/CD integration
- Commit HygieneAli ShaheenAtomic commits, PR size limits, commit thresholds, stacked PRs
- Context ShuntAli ShaheenOffload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)
- Council ReviewAli ShaheenMulti-model validation council — auto-validate plans, architecture changes, and PRs via validate-plan/review before executing
- Cpg AnalysisAli ShaheenDeep code property graph analysis with Joern CPG (AST+CFG+PDG) and CodeQL for control flow, data flow, taint analysis, and security auditing
- CredentialsalinaqiCentralized API key management from Access.txt
- Cross Agent DelegationAli ShaheenCross-agent task routing — Codex auto-review, Kimi delegation by complexity score (iCPG + Claude reasoning), iCPG + Mnemos mandatory for all agents
- Database SchemaAli ShaheenSchema awareness - read before coding, type generation, prevent column errors
- DataforseoAli ShaheenKeyword & SERP research via the DataForSEO API — search volume, competition, CPC, keyword ideas for naming/SEO decisions
- Demo VideoAli ShaheenRecord captioned product walkthrough videos of any web app with Playwright + ffmpeg — proof videos for stakeholders, feature demos, bug-fix evidence
- Existing RepoalinaqiAnalyze existing repositories, maintain structure, setup guardrails and best practices
- External Model DelegationAli ShaheenUserPromptSubmit hook pattern that classifies prompts into six cost tiers and delegates to external model CLIs
- FirebaseAli ShaheenFirebase Firestore, Auth, Storage, real-time listeners, security rules
- FlutteralinaqiFlutter development with Riverpod state management, Freezed, go_router, and mocktail testing
- Gemini ReviewAli ShaheenGoogle Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration
- IcpgAli ShaheenIntent-Augmented Code Property Graph — tracks WHY code exists via ReasonNodes with formal contracts, 6-dimension drift detection, and 3 canonical pre-task queries for autonomous development
- Iterative DevelopmentalinaqiRalph Wiggum loops - self-referential TDD iteration until tests pass
- KlaviyoAli ShaheenKlaviyo email/SMS marketing - profiles, events, flows, segmentation
- Llm PatternsalinaqiAI-first application patterns, LLM testing, prompt management
- MaggyAli ShaheenMaggy is a local AI engineering command center. AI-prioritized inbox across issue trackers (GitHub Issues/Asana), one-click TDD execute with iCPG context enrichment, daily competitor intelligence briefing.
- MedusaAli ShaheenMedusa headless commerce - modules, workflows, API routes, admin UI
- MnemosAli ShaheenTask-scoped memory lifecycle — typed MnemoGraph prevents lossy context compaction by treating facts/decisions/code-refs/handoffs as distinct node types with per-type eviction policies
- Model RoutingAli Shaheen9-tier model routing system with cascading classifier fallback and result auto-evaluation
- Ms Teams AppsAli ShaheenMicrosoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API
- Nodejs BackendAli ShaheenNode.js backend patterns with Express/Fastify, repositories
- Playwright TestingalinaqiE2E testing with Playwright - Page Objects, cross-browser, CI/CD
- PolyphonyAli ShaheenMulti-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches
- Posthog AnalyticsAli ShaheenPostHog analytics, event tracking, feature flags, dashboards
- Project ToolingAli Shaheengh, vercel, supabase, render CLI and deployment platform setup
- Pwa DevelopmentalinaqiProgressive Web Apps - service workers, caching strategies, offline, Workbox
- PythonAli ShaheenPython development with ruff, mypy, pytest - TDD and type safety
- React NativeAli ShaheenReact Native mobile patterns, platform-specific code