aeo-optimizationAI Engine Optimization - semantic triples, page templates, content clusters for AI citations
agent-teamsClaude Code Agent Teams - default team-based development with strict TDD pipeline enforcement
agentic-developmentBuild AI agents with Pydantic AI (Python) and Claude SDK (Node.js)
ai-modelsLatest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
android-javaAndroid Java development with MVVM, ViewBinding, and Espresso testing
android-kotlinAndroid Kotlin development with Coroutines, Jetpack Compose, Hilt, and MockK testing
autonomous-testingAI-driven testing agent that auto-discovers, generates, executes, evaluates, and fixes tests for any project type
aws-auroraAWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling
aws-dynamodbAWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python
azure-cosmosdbAzure Cosmos DB partition keys, consistency levels, change feed, SDK patterns
baseUniversal coding patterns, constraints, TDD workflow, atomic todos
build-in-publicBest practices for sharing engineering work publicly — what to post, what to withhold, and channel-specific guidance
cloudflare-d1Cloudflare D1 SQLite database with Workers, Drizzle ORM, migrations
code-deduplicationPrevent semantic code duplication with capability index and check-before-write
code-graphAST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server
code-reviewMandatory code reviews via /code-review before commits and deploys
codex-reviewOpenAI Codex CLI code review with GPT-5.2-Codex, CI/CD integration
commit-hygieneAtomic commits, PR size limits, commit thresholds, stacked PRs
context-shuntOffload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)
council-reviewMulti-model validation council — auto-validate plans, architecture changes, and PRs via validate-plan/review before executing
cpg-analysisDeep code property graph analysis with Joern CPG (AST+CFG+PDG) and CodeQL for control flow, data flow, taint analysis, and security auditing
credentialsCentralized API key management from Access.txt
cross-agent-delegationCross-agent task routing — Codex auto-review, Kimi delegation by complexity score (iCPG + Claude reasoning), iCPG + Mnemos mandatory for all agents
database-schemaSchema awareness - read before coding, type generation, prevent column errors
dataforseoKeyword & SERP research via the DataForSEO API — search volume, competition, CPC, keyword ideas for naming/SEO decisions
demo-videoRecord captioned product walkthrough videos of any web app with Playwright + ffmpeg — proof videos for stakeholders, feature demos, bug-fix evidence
existing-repoAnalyze existing repositories, maintain structure, setup guardrails and best practices
external-model-delegationUserPromptSubmit hook pattern that classifies prompts into six cost tiers and delegates to external model CLIs
firebaseFirebase Firestore, Auth, Storage, real-time listeners, security rules
flutterFlutter development with Riverpod state management, Freezed, go_router, and mocktail testing
gemini-reviewGoogle Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration
icpgIntent-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-developmentTDD iteration loops using Claude Code Stop hooks - runs tests after each response, feeds failures back automatically
klaviyoKlaviyo email/SMS marketing - profiles, events, flows, segmentation
llm-patternsAI-first application patterns, LLM testing, prompt management
maggyMaggy 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.
medusaMedusa headless commerce - modules, workflows, API routes, admin UI
mnemosTask-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-routing9-tier model routing system with cascading classifier fallback and result auto-evaluation
ms-teams-appsMicrosoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API
nodejs-backendNode.js backend patterns with Express/Fastify, repositories
playwright-testingE2E testing with Playwright - Page Objects, cross-browser, CI/CD
polyphonyMulti-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches
posthog-analyticsPostHog analytics, event tracking, feature flags, dashboards
project-toolinggh, vercel, supabase, render CLI and deployment platform setup
pwa-developmentProgressive Web Apps - service workers, caching strategies, offline, Workbox
pythonPython development with ruff, mypy, pytest - TDD and type safety
react-nativeReact Native mobile patterns, platform-specific code
react-webReact web development with hooks, React Query, Zustand
reddit-adsReddit Ads API - campaigns, targeting, conversions, agentic optimization
reddit-apiReddit API with PRAW (Python) and Snoowrap (Node.js)
security-auditStructured, adversarial, multi-phase security audit of a codebase — recon → coverage-led hunting → finder≠validator validation → machine-readable findings → target-neutral report
securityOWASP security patterns, secrets management, security testing
session-managementContext preservation, tiered summarization, resumability
shopify-appssite-architecturesupabase-nextjssupabase-nodesupabase-pythonsupabaseteam-coordinationticket-crafttypescriptui-mobileui-testingui-webuser-journeysverify-cascadevisual-validationweb-contentweb-paymentswoocommerceworkspace