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  "generated_at": "2026-05-10T18:19:39.273Z",
  "artifact_type": "implementation-roadmap",
  "schema_version": "2",
  "title": "Limitless OS Implementation Roadmap",
  "summary": "implementation-roadmap artifact · for Limitless OS · status draft",
  "status": "draft",
  "version": 2,
  "phase_id": null,
  "project_id": "07dee66f-8143-4f4d-9af9-b1ed413d2767",
  "project_slug": "limitless-limitless-os-07dee66f",
  "project_title": "Limitless OS",
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  "created_at": "2026-05-09T19:02:58.642033+00:00",
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  "content_data": {
    "title": "Limitless OS Implementation Roadmap",
    "phases": [
      {
        "id": "P0",
        "goal": "Confirm source systems, review owners, API/export paths, privacy posture, and workflow owners.",
        "name": "Discovery & Data Access",
        "deliverables": [
          "integration inventory",
          "review gate map",
          "source data samples",
          "security/privacy decision record"
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      },
      {
        "id": "P1",
        "goal": "Build first five agents around owner clarity, lead conversion, and content execution.",
        "name": "Immediate Leverage Agent Core",
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          "chief_operating_brain",
          "lead_intake_followup",
          "content_strategy",
          "content_execution"
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          "voice note to execution",
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          "content package workflow"
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      },
      {
        "id": "P2",
        "goal": "Add email, campaign, and patient communication workflows to increase nurture, reactivation, and trust.",
        "name": "Revenue & Retention Workflows",
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          "email_newsletter",
          "campaign_builder",
          "patient_communication"
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          "weekly marketing rhythm",
          "reactivation sequence",
          "patient message draft workbench"
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      {
        "id": "P3",
        "goal": "Reduce reactive admin burden and make processes/staff/accountability visible.",
        "name": "Operational Scaling",
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          "billing_collections",
          "staff_accountability",
          "business_intelligence"
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          "billing risk workflow",
          "SOP from repeated problem",
          "weekly KPI summary",
          "staff coaching drafts"
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      },
      {
        "id": "P4",
        "goal": "Scale education and turn VALD/ForceDecks data into understandable, monetizable reports.",
        "name": "Clinical Authority & Testing",
        "agents": [
          "clinical_education",
          "vald_performance_interpretation",
          "referral_relationship"
        ],
        "deliverables": [
          "education library drafts",
          "athlete/parent testing reports",
          "relationship follow-up system"
        ]
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      {
        "id": "P5",
        "goal": "Build the patient-facing performance command center and continuous engagement loops.",
        "name": "Patient Performance OS",
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          "remote_monitoring_adherence",
          "movement_video_analysis",
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      {
        "id": "P6",
        "goal": "Add community, challenges, events, recovery streaks, local athlete highlights, and national scalability paths.",
        "name": "Community & Expansion",
        "deliverables": [
          "community layer spec",
          "challenge workflow",
          "event/podcast integration",
          "expansion readiness review"
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    "client_id": "limitless",
    "project_id": "07dee66f-8143-4f4d-9af9-b1ed413d2767",
    "updated_at": "2026-05-09T19:51:59.109Z",
    "project_name": "Limitless OS",
    "artifact_type": "implementation-roadmap",
    "schema_version": "2",
    "readiness_gates": [
      "Human review gates implemented before outbound sends.",
      "Protected-store boundary implemented before ingesting PHI or billing details.",
      "HCS task payloads proven to carry refs/status only for sensitive work.",
      "Lead and content workflows proven before adding broader patient-facing modules."
    ],
    "source_documents": [
      {
        "path": "/Users/justinking/Downloads/Limitless_OS_Final_Vision_Document.pdf",
        "role": "Patient/performance operating system vision",
        "pages": 19,
        "title": "Limitless OS Final Vision & Goals/Intent Document"
      },
      {
        "path": "/Users/justinking/Downloads/Limitless Ai Agent Goals Intent Blueprint.pdf",
        "role": "Front-office and business-support agent blueprint",
        "pages": 40,
        "title": "Limitless Physical Therapy & Performance AI Agent Goals & Intent Blueprint"
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      {
        "goal": "Prove the AI-native operating loop: Seth brainstorms in ChatGPT/Claude, thoughts are captured, the Chief Operating Brain prioritizes, front-office agents pull queue items, and humans approve drafts/actions.",
        "name": "Thought-to-Action Operating Loop",
        "pods": [
          "Memory / Knowledge Agents",
          "Executive Agents",
          "Front Office Agents",
          "Governance Agents"
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        "phase": "V1",
        "agents": [
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          "operating_memory_curator",
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          "daily_briefing_agent",
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          "scoreboard_analyst",
          "intake_concierge",
          "scheduler",
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          "cancellation_recovery",
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          "hipaa_privacy_guardrail",
          "clinical_safety_reviewer",
          "automation_boundary_agent",
          "human_approval_router"
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        "deliverables": [
          "Limitless MCP thought capture live",
          "daily operating brief",
          "front-office intake HCS queue",
          "missed-call recovery queue",
          "cancellation recovery queue",
          "human approval queue"
        ],
        "success_metrics": [
          "real Seth thoughts captured and searchable",
          "front-office items become queue items",
          "drafts route to correct human owner",
          "no PHI or clinical advice crosses unsafe boundaries"
        ]
      },
      {
        "goal": "Use captured operating memory to expand into content, referral nurture, admin triage, SOP/protocol capture, and clinician-reviewed visit preparation/documentation drafting.",
        "name": "Growth and Office Expansion",
        "pods": [
          "Growth / Voice Agents",
          "Front Office Agents",
          "Clinical Support Agents",
          "Memory / Knowledge Agents"
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        "phase": "V2",
        "agents": [
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          "referral_followup",
          "insurance_admin_triage",
          "content_brain",
          "social_post_drafter",
          "newsletter_agent",
          "patient_education_agent",
          "referral_partner_nurture",
          "testimonial_review_opportunity",
          "visit_prep_agent",
          "plan_of_care_companion",
          "documentation_drafter",
          "patient_progress_monitor",
          "patient_context_summarizer",
          "protocol_librarian",
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        "deliverables": [
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          "referral partner nurture queue",
          "admin issue triage queue",
          "visit prep packets",
          "documentation draft packets",
          "protocol library"
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        "success_metrics": [
          "Seth voice preserved in drafts",
          "admin/clinical review gates are respected",
          "repeatable SOP candidates are captured"
        ]
      },
      {
        "goal": "Add deeper clinician-reviewed patient progress, home program support, clinical question triage, VALD/ForceDecks summaries, and return-to-sport review packets.",
        "name": "Clinical and Performance Intelligence",
        "pods": [
          "Clinical Support Agents",
          "Performance / Athlete Agents",
          "Governance Agents"
        ],
        "phase": "V3",
        "agents": [
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          "clinical_question_triage",
          "return_to_sport_agent",
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          "strength_force_trend_agent",
          "runner_athlete_progress_agent",
          "readiness_checkin_agent",
          "performance_report_agent"
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          "clinical question triage packets",
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          "performance reports",
          "return-to-sport review packets"
        ],
        "success_metrics": [
          "clinician remains decision owner",
          "performance reports cite source data",
          "readiness summaries avoid clearance claims without approval"
        ]
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    "current_recommendation": "Start with V1: Thought-to-Action Operating Loop. It is the lowest-risk way to prove AI-native agents, HCS queue routing, and human approval while giving immediate front-office leverage.",
    "recommended_first_slice": {
      "id": "P1-S1",
      "name": "Voice Note to Execution + Chief Operating Brain",
      "scope": [
        "voice transcript ingestion",
        "categorization",
        "subtask routing",
        "daily priority brief",
        "human review queue"
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      "reason": "Fastest proof that the system reduces Seth cognitive load and turns raw thinking into routed execution.",
      "out_of_scope": [
        "autonomous outbound patient messages",
        "deep PT Everywhere write integration",
        "ForceDecks data integration"
      ]
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  },
  "sections": [
    {
      "title": "Phases",
      "level": 2,
      "body": "- Discovery & Data Access: id: string, goal: string, name: string, deliverables: object\n- Immediate Leverage Agent Core: id: string, goal: string, name: string, agents: object, deliverables: object\n- Revenue & Retention Workflows: id: string, goal: string, name: string, agents: object, deliverables: object\n- Operational Scaling: id: string, goal: string, name: string, agents: object, deliverables: object\n- Clinical Authority & Testing: id: string, goal: string, name: string, agents: object, deliverables: object\n- Patient Performance OS: id: string, goal: string, name: string, agents: object, deliverables: object\n- Community & Expansion: id: string, goal: string, name: string, deliverables: object"
    }
  ],
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