Universal coding patterns, constraints, TDD workflow, atomic todos
原文语言:英语
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Universal coding patterns, constraints, TDD workflow, atomic todos
原文语言:英语
Multi-model validation council — auto-validate plans, architecture changes, and PRs via validate-plan/review before executing
原文语言:英语
Task-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
原文语言:英语
Mandatory code reviews via /code-review before commits and deploys
原文语言:英语
Claude Code Agent Teams - default team-based development with strict TDD pipeline enforcement
原文语言:英语
Maggy 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.
原文语言:英语
Dynamic multi-repo and monorepo awareness for Claude Code. Analyze workspace topology, track API contracts, and maintain cross-repo context.
原文语言:英语
Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches
原文语言:英语
Cross-agent task routing — Codex auto-review, Kimi delegation by complexity score (iCPG + Claude reasoning), iCPG + Mnemos mandatory for all agents
原文语言:英语
AI Engine Optimization - semantic triples, page templates, content clusters for AI citations
原文语言:英语
Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)
原文语言:英语
Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
原文语言:英语
Android Java development with MVVM, ViewBinding, and Espresso testing
原文语言:英语
Android Kotlin development with Coroutines, Jetpack Compose, Hilt, and MockK testing
原文语言:英语
AWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling
原文语言:英语
AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python
原文语言:英语
Cloudflare D1 SQLite database with Workers, Drizzle ORM, migrations
原文语言:英语
Prevent semantic code duplication with capability index and check-before-write
原文语言:英语
AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server
原文语言:英语
OpenAI Codex CLI code review with GPT-5.2-Codex, CI/CD integration
原文语言:英语
Atomic commits, PR size limits, commit thresholds, stacked PRs
原文语言:英语
Deep code property graph analysis with Joern CPG (AST+CFG+PDG) and CodeQL for control flow, data flow, taint analysis, and security auditing
原文语言:英语
Centralized API key management from Access.txt
原文语言:英语
Schema awareness - read before coding, type generation, prevent column errors
原文语言:英语
Analyze existing repositories, maintain structure, setup guardrails and best practices
原文语言:英语
Firebase Firestore, Auth, Storage, real-time listeners, security rules
原文语言:英语
Flutter development with Riverpod state management, Freezed, go_router, and mocktail testing
原文语言:英语
Google Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration
原文语言:英语
Intent-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
原文语言:英语
TDD iteration loops using Claude Code Stop hooks - runs tests after each response, feeds failures back automatically
原文语言:英语
Klaviyo email/SMS marketing - profiles, events, flows, segmentation
原文语言:英语
AI-first application patterns, LLM testing, prompt management
原文语言:英语
Medusa headless commerce - modules, workflows, API routes, admin UI
原文语言:英语
Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API
原文语言:英语
Node.js backend patterns with Express/Fastify, repositories
原文语言:英语
E2E testing with Playwright - Page Objects, cross-browser, CI/CD
原文语言:英语
PostHog analytics, event tracking, feature flags, dashboards
原文语言:英语
gh, vercel, supabase, render CLI and deployment platform setup
原文语言:英语
Progressive Web Apps - service workers, caching strategies, offline, Workbox
原文语言:英语
Python development with ruff, mypy, pytest - TDD and type safety
原文语言:英语