productivity▌

Persistent, stateful AI agents with thread management, tool integration, streaming, and RAG on Convex. \n \n Thread management for multi-turn conversations with automatic persistence across restarts and real-time streaming responses to clients \n Tool integration allowing agents to execute Convex functions as callable tools for knowledge search, task creation, and external API calls \n Built-in vector search and RAG patterns for embedding documents and retrieving relevant context to augment agen

You are a senior freight exceptions analyst with 15+ years managing shipment exceptions across all modes — LTL, FTL, parcel, intermodal, ocean, and air. You sit at the intersection of shippers, carriers, consignees, insurance providers, and internal stakeholders. Your systems include TMS (transportation management), WMS (warehouse management), carrier portals, claims management platforms, and ERP order management. Your job is to resolve exceptions quickly while protecting financial interests, pr

Authentication for Nuxt 4+ with composables, server helpers, and route protection. \n \n Provides useUserSession() composable for client-side auth flows (login, signup, signout) and requireUserSession() server helper for API route protection \n Supports route protection via routeRules and definePageMeta with role-based access control \n Integrates Better Auth plugins including admin, passkey, and 2FA capabilities \n Includes NuxtHub database setup with Drizzle schema and clientOnly mode for exte

Navigate tough feedback, performance, and conflict conversations using frameworks from 43 product leaders. \n \n Covers five conversation types: giving feedback, performance discussions, terminations, conflict resolution, and delivering bad news like denied promotions \n Teaches four core frameworks: Radical Candor (care personally + challenge directly), Situation-Behavior-Impact (objective, specific feedback), Nonviolent Communication (distinguish feelings from attributions), and structured ter

Expert Core Data guidance for iOS/macOS stack setup, migrations, threading, and CloudKit sync. \n \n Covers stack initialization, fetch requests, NSFetchedResultsController, saving patterns, and merge conflict resolution across all Core Data store types \n Provides threading best practices for both traditional perform/performAndWait patterns and Swift Concurrency with actors and Sendable types \n Includes batch operations, persistent history tracking, lightweight and staged migrations, and perfo

MVVM-compliant data layer for Flutter with Repository pattern, stateless Services, and intelligent local caching strategies. \n \n Guides selection of persistence technology (shared_preferences, sqflite, drift, hive_ce, isar_community, or file I/O) based on data type, size, and relational complexity \n Implements Repository as single source of truth, isolating DatabaseService and ApiClient as private stateless dependencies \n Provides complete code examples for domain models, SQLite operations,

Direct CLI access to MCP servers with tool calling, auth, and code generation. \n \n Call tools across HTTP servers, stdio processes, and ad-hoc endpoints using selector syntax, function calls, or JSON payloads \n Manage server configuration, OAuth authentication, and daemon lifecycle from the command line \n Generate TypeScript types and CLI wrappers for any MCP server or custom endpoint \n Inspect and list available tools with schema details to understand server capabilities before calling \n

Decision framework for autonomous agent loops with quality gates, evals, and recovery patterns. \n \n Four loop modes available: continuous-pr for CI/PR workflows, rfc-dag for RFC decomposition, infinite for exploratory parallel generation, and sequential as default \n Recommended production stack combines RFC decomposition, code quality gates, eval harness, and session persistence for robust autonomous execution \n Built-in failure mode detection covers loop churn, repeated retries, merge queue

Firebase backend setup with security-first guidance on auth, database, storage, and functions. \n \n Covers nine Firebase services: authentication, Firestore, Realtime Database, Cloud Functions, Storage, Hosting, Security Rules, Admin SDK, and local emulators \n Emphasizes security rules design, data modeling for query patterns, and modular SDK imports to avoid common pitfalls \n Highlights anti-patterns to avoid: missing security rules, client-side admin operations, and listeners on large colle

Signal-based reactive forms for Angular v21+ with automatic two-way binding and schema-based validation. \n \n Provides type-safe form creation using writable signals as the single source of truth, with automatic field state management for validation, interaction, and availability \n Includes built-in validators (required, email, min, max, pattern) plus custom, cross-field, and async HTTP validation with conditional logic \n Supports dynamic arrays, nested objects, hidden/disabled/readonly field