product▌

Framework-based assessment of product-market fit using signals from 46 product leaders. \n \n Apply the Sean Ellis \"very disappointed\" survey as a leading PMF indicator, targeting 40% threshold before long-term retention data is available \n Diagnose stage through retention curves, reference customer counts, and customer pull signals; distinguish between vanity metrics and genuine PMF evidence \n Recognize PMF across four levels (nascent to extreme) with segment-specific fit; understand that P

Strategic AI product decision-making guided by frameworks from 94 product leaders and practitioners. \n \n Helps distinguish genuine user problems from \"AI for AI's sake\" by starting with problem definition, not technology \n Guides critical architecture decisions including build vs buy, model selection, human-AI boundaries, and multi-model systems \n Emphasizes designing for AI failure modes, non-determinism, and rapid iteration through feedback loops and evals \n Flags common mistakes like s

Professional product photography generation across multiple AI models with studio, lifestyle, and e-commerce templates. \n \n Supports five image generation models (FLUX Dev/Schnell, Imagen 3, Grok, Seedream) optimized for different quality and speed tradeoffs \n Includes pre-built templates for common product photography styles: studio white background, flat lay, hero shots, lifestyle context, and in-use action shots \n Covers six product categories with category-specific prompts: electronics,

Changelogs and release notes that users actually read and act on. \n \n Covers entry structure, user-facing language, and categorization (New, Improved, Fixed, Removed, Security) with clear rules for when to use each \n Includes semantic and date-based versioning strategies, visual changelog guidance, and templates for breaking changes with migration timelines \n Provides distribution channel recommendations (changelog page, in-app, email, blog, social) and writing best practices to avoid common

Create professional product images with AI via inference.sh CLI.

../../../product-team/product-strategist/SKILL.md

Essential tools and frameworks for modern product management, from discovery to delivery.

Optimize Product Hunt launches with research, gallery strategy, and timing guidance. \n \n Covers listing specifications (tagline limits, gallery dimensions, topic selection) and gallery image positioning strategy with five-image framework from hero shot to social proof \n Provides tagline formulas and examples to communicate product value in 60 characters without buzzwords \n Includes launch day playbook with specific timing (12:01 AM PT), maker comment structure, and engagement timeline from p

$22

Before recommending pricing, understand: