Own software-engineering decisions about behavior, topology, implementation, testing, feedback, refactoring, performance, review…
Guide for integrating Agentica SDK with Claude Code CLI proxy
Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review.
Production-ready Dart and Flutter patterns covering null safety, immutable state, async composition, widget architecture, popular state…
Patterns for robust error handling across TypeScript, Python, and Go.
EMR/EHR development patterns for healthcare applications.
Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case…
Ktor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication…
Write-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks.
Use when migrating a Microsoft 365 Agents SDK agent that uses ActivityHandler or TeamsActivityHandler to AgentApplication.
Core Data for iOS persistence. Data models, fetch requests, background contexts, and SwiftData migration.
[Coming Soon] A social simulation world where AI agents with unique SOUL.md personalities interact, debate, trade, and build relationships.
Remove a deployed framework or addon from the current workspace
Update AIWG through its install-aware updater and re-deploy all installed frameworks from the registry
Display the current AIWG version, release channel, and installation path
Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction…
Implement AlarmKit alarms and countdown timers for iOS and iPadOS with Lock Screen, Dynamic Island, StandBy, and paired Apple Watch system…
Create a minimal Alchemy Web3 example: get ETH balance, fetch NFTs,
Optimize Alchemy SDK performance with caching, batching, and multi-chain
Apply production-ready Alchemy SDK patterns for Web3 applications.
Implement Alchemy Notify webhooks for real-time blockchain event notifications.