{
  "schema_version": "danceorbit_agent_context_v1",
  "brand": "DF Orbit",
  "description": "DF Orbit is retention, learning, and community software for independent dance studios, teachers, and students, currently in private development.",
  "answer_engine_summary": {
    "short_answer": "DF Orbit helps independent dance studios notice who needs attention, follow through with care, and keep people connected.",
    "who_it_serves": [
      "dance studio owners",
      "instructors",
      "front desk teams",
      "adult dance students"
    ],
    "primary_capabilities": [
      "class and event operations",
      "classroom video review and frame annotations",
      "drill generation and instructor feedback workflows",
      "membership, commerce, and retention context",
      "AI-assisted drafts with human approval gates"
    ]
  },
  "business": {
    "stage": "pre-revenue private development",
    "model": "recurring software subscription with potential transaction revenue from paid classes, content, and video critiques",
    "validation": "working prototype; first internal operating environment at DF Dance Studio; planned pilot with 3–4 independent studio teams",
    "founder_context": "18 years operating an independent dance studio and community"
  },
  "long_term_vision": {
    "positioning": "a trusted dance-learning economy where independent teachers can earn, dancers can keep learning, and studios can sustain long-term relationships",
    "teacher_experiences": [
      "host virtual dance classes",
      "publish and sell dance lessons and training content",
      "offer paid, moment-specific video critiques",
      "use AI assistance while remaining the responsible coach"
    ],
    "community_experiences": [
      "studio, class, and team community spaces",
      "shared group conversations without private direct messages",
      "threaded replies and emoji reactions",
      "pinned posts and group reminders"
    ],
    "dancer_experiences": [
      "class notifications and recaps",
      "personal lesson journals and structured class notes",
      "organized class and lesson recordings",
      "practice drills and progress history",
      "submitted videos with teacher feedback at specific moments",
      "practice and competition partner discovery",
      "competition-trip planning",
      "roommate and ride coordination",
      "future connections to trusted travel and booking partners"
    ],
    "stage_boundary": "These marketplace experiences are future vision, not current product claims, and require opt-in discovery, verification, reporting, privacy controls, and age-appropriate safeguards before launch."
  },
  "studio": {
    "name": "DF Dance Studio (public catalog)",
    "vertical": "dance",
    "locationLabel": "South Salt Lake, UT",
    "note": "Public website context only. Live inventory, openings, rosters, and bookings must come from Mindbody/API-backed operations records."
  },
  "operating_rules": [
    "Catalog and aggregate context only: no client records, rosters, minors' data, or staff personal data appear in any public artifact.",
    "No external action without explicit human approval; paid or booking-right actions additionally require a signed spend mandate.",
    "Minors' records live behind a separate service boundary and never surface here or in any network view.",
    "Rankings use named reasons, never hidden scores; nothing here is a paid placement.",
    "Do not invent availability, prices, schedules, or capabilities beyond what these artifacts state; live schedule and openings belong to Mindbody/API-backed operations records."
  ],
  "public_files": [
    "llms.txt",
    "llms-full.txt",
    "robots.txt",
    "sitemap.xml",
    "events.jsonld",
    "featured-classes.json",
    "df-public-content.json"
  ]
}