productivity▌

Multi-agent architectures distribute work across multiple agent invocations, each with its own focused context. When designed well, this distribution enables capabilities beyond single-agent limits. When designed poorly, it introduces coordination overhead that negates benefits. The critical insight is that sub-agents exist primarily to isolate context, not to anthropomorphize role division.

Use ordercli to check past orders and track active order status (Foodora only right now).

Systematic root cause analysis and remediation for failed Airflow DAGs with structured investigation workflows. \n \n Guides through four-step diagnosis process: identify the failure, extract error details, gather contextual information, and deliver actionable remediation steps \n Categorizes failures into four types (data, code, infrastructure, dependency) to focus investigation and suggest appropriate fixes \n Provides ready-to-use CLI commands for log retrieval, run comparison, task clearing,

Guides startups and education program pages that offer special pricing or benefits. Targets founders, early-stage teams, students, and educators. Common for SaaS, dev tools, and productivity apps. For channel strategy (discount structure, verification, placement), see education-program.

Migration-first database development workflow using Drizzle ORM for TypeScript/JavaScript projects. \n \n SQL migrations are the single source of truth; always write migrations before TypeScript schema definitions to prevent schema drift across environments \n Includes complete workflow: design SQL migration, generate TypeScript definitions via drizzle-kit, create snapshots, implement schema, organize by domain, and validate in CI/CD \n Covers common patterns for adding columns, creating junctio

Systematic methodology for profiling datasets, assessing data quality, discovering patterns, and understanding schemas.

Four-phase framework for onboarding enterprise customers from contract to value realization. The goal isn't just go-live — it's sustained adoption that doesn't cliff at Week 12.

Transform an interview transcript into a structured summary focused on Jobs to Be Done, satisfaction, and action items.

Comprehensive guide for evaluating iOS, macOS, tvOS, watchOS, and visionOS app code against Apple's App Store Review Guidelines. This skill covers EVERY guideline point to identify potential rejection issues before submission.

Zod 4 schema validation patterns for forms, APIs, and type-safe parsing. \n \n Covers breaking changes from Zod 3, including new top-level validators (z.email(), z.uuid(), z.url()) and updated object configuration syntax \n Includes patterns for primitives, objects, arrays, records, tuples, unions, and discriminated unions with practical examples \n Demonstrates transformations, coercion, preprocessing, refinements, and custom error handling with Zod 4's error parameter syntax \n Provides React