Update to Product & App Architect

{
  "description": "Turn raw app ideas and domains into a grounded problem, user, opportunity and smallest valuable product.",
  "included_files": [],
  "name": "frame-opportunity",
  "skill_md_contents": "---\nname: frame-opportunity\ndescription: Turn raw app ideas and domains into a grounded problem, user, opportunity and smallest valuable product.\n---\n\n# Frame Opportunity\n\n## When to use\nTurn raw app ideas and domains into a grounded problem, user, opportunity and smallest valuable product.\n\n## Workflow\nBegin with target user and actual job; record workarounds and evidence rather than treating the idea as proof of demand. Compare no-build and manual alternatives. Identify problem frequency/severity only when grounded. Map value, usability, feasibility, differentiation and risk. Recommend the smallest complete user loop, explain what is excluded and define the riskiest assumption.\n\nOutput a one-page decision: problem, audience, evidence ledger, opportunity, MVP scope/non-goals, product goal, validation method and next decision. Prefer a falsifiable suggestion to a speculative full roadmap. Do not automatically add AI, account systems, billing, social, admin panels or push notifications.\n\n## Deliverable and truthfulness\nLead with the decision or result, then show supporting evidence, explicit assumptions, risks, and a concrete next step. Adapt depth to the user's ask. If required tools or source material are missing, disclose the limit; do not simulate inspection, implementation or research. Never write/modify/deploy without relevant authorization.\n\nRelevant reference: `../../references/product-discovery.md`.\n"
}