productivity▌

Search and deploy pre-configured services from Railway's template marketplace. \n \n Supports 20+ templates across databases (PostgreSQL, Redis, MySQL, MongoDB), CMS platforms (Ghost, Strapi), storage (Minio), automation (n8n), and monitoring (Uptime Kuma) \n Query templates by category or verification status; fetch template details including serialized configuration needed for deployment \n Deploy templates to a project and environment in two steps: fetch template metadata, then execute deploym

Frameworks and principles from 47 product leaders for shipping faster without sacrificing quality. \n \n Emphasizes speed as a signal of competence and mastery; prioritizes shipping early to accelerate feedback loops and learning \n Guides quality tradeoffs by helping you define a Product Quality List checklist and identify which standards must be met before launch versus after \n Helps diagnose shipping blockers by asking diagnostic questions about scope, dependencies, decision-makers, and the

Structured guidance for building production AI agent systems through effective context management and multi-agent architectures. \n \n Covers foundational context engineering concepts including attention degradation patterns, context poisoning, and signal-to-noise optimization for language models \n Provides architectural patterns for multi-agent coordination (supervisor, peer-to-peer, hierarchical), memory system design, and filesystem-based context management \n Includes operational excellence

Provides data discovery and analysis expertise specializing in extracting actionable insights from complex datasets, identifying patterns and anomalies, and transforming raw data into strategic intelligence. Excels at multi-source data integration, advanced analytics, and data-driven decision support.

Framework-based guidance for designing and executing platform business strategies across marketplaces, ecosystems, and developer platforms. \n \n Covers platform lifecycle stages (moat-building, opening, closing) and helps identify which network effects and participant sides drive value \n Emphasizes treating platforms as products with dedicated management, reducing cognitive load through clear interfaces, and building comprehensive systems rather than isolated features \n Includes governance an

Idiomatic Perl 5.36+ patterns and best practices for building robust, maintainable applications.

Help teams scope projects and cut features using frameworks from 15 product leaders. \n \n Teaches appetite-based planning: set fixed time budgets and vary scope instead of extending deadlines \n Covers eight core principles including MVP as validation tool, aggressive feature cutting, and the \"build the scooter, not the axle\" approach to end-to-end value \n Provides Wizard of Oz testing guidance to validate hypotheses manually before engineering investment \n Includes diagnostic questions and

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Structured framework for evaluating startup pivots using insights from product leaders. \n \n Applies the Four Ps framework (Problem, Persona, Product, Positioning) to diagnose what needs to change, rather than pivoting blindly \n Emphasizes rational distance from emotional attachment: assess whether you've truly exhausted possibilities or just lost momentum \n Challenges founders to consider magnitude: most pivots are too small (10%) when breakthrough often requires fundamental rethinking (200%

Guide teams through learning-focused post-mortems and retrospectives using frameworks from 11 product leaders. \n \n Helps frame exercises as blameless learning opportunities rather than blame-focused reviews, with emphasis on psychological safety and honest sharing \n Covers core principles including pre-mortems with kill criteria, reframing failure as growth, and institutionalizing weekly impact and learnings reviews \n Guides users through structured questioning to surface systemic insights,