intent · supabase_json

Limitless OS Intent

Limitless has two connected bottlenecks: patients need continuous, emotionally intelligent performance support beyond episodic visits, while the business depends too heavily on Seth and front-office staff to remember, prioritize, write, follow up, explain, and coordinate everything manually.

Planning Surface

Use this to decide what happens next.

Status

draft

problem

success metrics

metric	target
lead_response_latency	Every new lead has a classified status and drafted next action within minutes of ingestion.
owner_priority_clarity	Daily brief shows top 3 priorities, delegation list, and risks.
content_execution_rate	Raw ideas become platform-ready assets, not just idea lists.
patient_continuity	At-risk adherence, post-discharge, and parent/athlete update needs are surfaced before trust erodes.
human_review_compliance	100% review gate coverage for clinical, billing, staff, legal, and reputation-sensitive outputs.

Agent Handoff

Start Here

Completion Evidence

metric	target
lead_response_latency	Every new lead has a classified status and drafted next action within minutes of ingestion.
owner_priority_clarity	Daily brief shows top 3 priorities, delegation list, and risks.
content_execution_rate	Raw ideas become platform-ready assets, not just idea lists.
patient_continuity	At-risk adherence, post-discharge, and parent/athlete update needs are surfaced before trust erodes.
human_review_compliance	100% review gate coverage for clinical, billing, staff, legal, and reputation-sensitive outputs.

Problem

Goal

Create a unified Limitless OS that makes the clinic feel calmer, clearer, more premium, and more continuous by coordinating front-office execution and patient/performance engagement through a human-reviewed agent team.

Success Metrics

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Structured Payload

Machine-readable source fields

goal

title

Limitless OS Intent

users

type	success	description
owner	Feels less scattered, sees top priorities clearly, captures ideas once, and spends more time on leadership, relationships, clinical excellence, and growth.	Seth King, clinician and business owner carrying strategy, creativity, content, decisions, and operational problem-solving.
office_manager	Gets drafted responses, scripts, reminders, and risk alerts without losing the high-touch Limitless tone.	Front-office/admin staff handling leads, scheduling friction, insurance, payment communication, patient messages, and status tracking.
clinician	Gets better patient education support, clearer expectations, and escalation signals without AI replacing clinical judgment.	PT/performance staff delivering 1:1 care and education.
rehab_client	Feels guided, reassured, accountable, and confident between visits.	Patient recovering from pain, injury, surgery, or movement limitation.
athlete	Gets pro-sports-feeling insight, readiness cues, testing explanations, and identity reinforcement.	Youth, college, or adult athlete pursuing return-to-play, performance, and readiness.
parent	Understands progress, readiness, risks, and next steps without needing raw clinical detail.	Parent of an athlete who needs confidence, simplified explanations, and transparency.
concierge_or_longevity_client	Feels supported by a luxury performance-health experience rather than traditional PT administration.	Executive, active adult, or longevity-focused client seeking premium wellness and performance support.

source

atlas-codex

problem

client id

limitless

project id

07dee66f-8143-4f4d-9af9-b1ed413d2767

updated at

2026-05-09T19:02:57.675Z

brand voice

tone

clear
direct
confident
helpful
empathetic
modern
performance-oriented
human

off brand

corporate templates
weak/vague recommendations
excessive disclaimers
generic AI wellness copy
content disconnected from Seth’s real voice

language rules

Use specific recommendations and practical next steps.
Write like a premium local authority, not a generic PT clinic.
Translate clinical expertise into plain language without dumbing it down.
Frame recovery as rebuilding, optimizing, ownership, resilience, momentum, and self-efficacy.

project name

Limitless OS

artifact type

intent

ux philosophy

feel

Premium, modern, motivating, emotionally intelligent, psychologically aware, performance-driven, and deeply human.

explicitly avoid

Generic healthcare marketing
Robotic patient messages
Replacing human relationships
Overengineering workflows
Insurance-centered or sterile patient experience
Sensitive automations that bypass Seth, Betsy, or clinicians

non negotiable patterns

Role-based experiences inside one adaptive ecosystem, not disconnected apps.
Human review before sensitive clinical, billing, staff, legal, or reputation-impacting communication.
Plain-language insight from complex data, especially ForceDecks/VALD and clinical education.
Next-right-action clarity instead of dashboards for their own sake.
PT Everywhere is preserved as the operational backbone.

product thesis

The app is not the product. The relationship, transformation, identity shift, and trusted Limitless experience are the product; the system is the vehicle that delivers them continuously.

schema version

scope boundary

in v1

Agent team definition
HCS pull queue design
front-office workflows
owner voice capture
lead follow-up
content pipeline
patient communication support
PT Everywhere-adjacent architecture

out v1

Replacing EMR/billing/scheduling systems
fully autonomous patient medical advice
autonomous collections sends
autonomous staff discipline
native ForceDecks/VALD integration until data access is confirmed
full community/leaderboard layer

non negotiables

PT Everywhere is not replaced in v1; integration/coordination happens around it.
Clinical advice sent directly to patients requires clinician review unless it is pre-approved educational content.
Patient financial conversations require human approval before outbound send.
Staff corrective feedback requires human approval before delivery.
AI may draft, classify, summarize, prioritize, and recommend; humans approve high-trust/high-risk outputs.
Every automation must protect patient trust and the Limitless brand before optimizing speed.

success metrics

metric	target
lead_response_latency	Every new lead has a classified status and drafted next action within minutes of ingestion.
owner_priority_clarity	Daily brief shows top 3 priorities, delegation list, and risks.
content_execution_rate	Raw ideas become platform-ready assets, not just idea lists.
patient_continuity	At-risk adherence, post-discharge, and parent/athlete update needs are surfaced before trust erodes.
human_review_compliance	100% review gate coverage for clinical, billing, staff, legal, and reputation-sensitive outputs.

source documents

path	role	pages	title
/Users/justinking/Downloads/Limitless_OS_Final_Vision_Document.pdf	Patient/performance operating system vision	19	Limitless OS Final Vision & Goals/Intent Document
/Users/justinking/Downloads/Limitless Ai Agent Goals Intent Blueprint.pdf	Front-office and business-support agent blueprint	40	Limitless Physical Therapy & Performance AI Agent Goals & Intent Blueprint

what wrong looks like

A lead waits more than 48 hours with no recommended follow-up or owner/front-office alert.
A patient receives a robotic billing or clinical message without human review.
The system produces more content ideas but no executable drafts, tasks, or publishing packages.
A dashboard shows data without telling Seth what should happen next.
The patient app feels like a generic HEP portal instead of a premium performance partnership.
The AI agents create disconnected mini-tools instead of routing work through one operating layer.