planned

Mission Run

Hospital Discharge Planning Cockpit (Next.js) — Workflow Coordination + Safe, Explainable AI Summaries

Build a hospital discharge planning cockpit that coordinates patient readiness, follow-up tasks, medication review, insurance blockers, care-team notes, and AI-generated discharge summaries.

Created: 14 Jun 2026, 11:36 am

Updated: 14 Jun 2026, 11:36 am

Repository Context

Greenfield Next.js healthcare operations prototype with task workflows, timeline views, local persistence, care-team dashboards, and document-generation surfaces.

Constraints

Use synthetic patient data only. Emphasize workflow coordination, safety checks, privacy posture, and explainable recommendations.

AI Software Execution Operating System

Primary users

Founders, product leads, architects, delivery teams, and AI-native engineering teams that need a system of record between idea and execution.

Problem solved

It transforms mission intelligence into PRDs, technical designs, engineering plans, AI execution packs, architecture maps, risk models, and traceable workflows.

Product Flow Diagram

Idea to execution intelligence

User

Submits a software idea and constraints

Mission Plan

Tasks, dependencies, owners, risks

Document Studio

PRD, TDD, engineering plan, AI pack

Mission Memory

Reusable organizational knowledge

Architecture Diagram

System components for this idea

Users

Founders + product teams

Edge

Route 53 / CDN / WAF boundary

Application VPC

Web App

Next.js App Router

API Server

TypeScript

Worker

Mission/document generation jobs

Cache

Saved docs + fast reloads

Data Plane

Primary DB

Local JSON for prototype, SQLite/PostgreSQL for production knowledge storage.

Object Storage

Generated docs, exports, artifacts

missionstasksartifactsdecisionsrisks

AI + Operations

OpenAI API

PRD, TDD, plan, AI pack

Observability

Logs, risks, decision trail

IAM / Secrets

Server-side keys + access control

Alerts

Execution and risk signals

Cloud Diagram

Deployment-ready shape

ChannelExperienceMiddlewareResources

Browser

User session

Mission UI

Dashboard + document studio

API Routes

Validate + orchestrate

Storage

Missions + cached docs

AI Client

Codex / external tools

AI Pack

Portable execution context

Doc Engine

Timeout + local fallback

OpenAI

Optional enrichment

Security posture

Keep API keys server-side, validate payloads, and preserve audit logs.

3 risk signals

Risks become visible before execution moves to tools.

Mission Document Studio

Export mission intelligence

Turn the mission into production-ready documents for executives, engineers, delivery teams, and external AI execution tools.

Choose a document type to generate an export-ready artifact.

Traceability Map

Why every task exists

This replaces vague “AI said so” planning. Each path shows which goal, requirement, task, architecture choice, or risk explains the work.

goal

Build a hospital discharge planning cockpit that coordinates patient readiness, follow-up tasks, medication review, insurance blockers, care-team notes, and AI-generated discharge summaries.

requirement

Define scope, user roles, and discharge workflow blueprint

task

Define scope, user roles, and discharge workflow blueprint

requirement

Data model + synthetic dataset strategy

task

Data model + synthetic dataset strategy

requirement

Privacy & safety posture baseline (demo constraints, audit, disclaimers)

task

Privacy & safety posture baseline (demo constraints, audit, disclaimers)

requirement

Next.js app scaffolding and UI foundations

task

Next.js app scaffolding and UI foundations

requirement

Local persistence layer + state management

task

Local persistence layer + state management

requirement

Discharge readiness cockpit view (single-pane coordination)

task

Discharge readiness cockpit view (single-pane coordination)

requirement

Task workflows: assignment, dependencies, escalation, and handoffs

Trace paths

Kept because traceability is the product moat; renamed from relationships for clarity.

Build a hospital discharge planning cockpit that coordinates patient readiness, follow-up tasks, medication review, insurance blockers, care-team notes, and AI-generated discharge summaries.drivesDefine scope, user roles, and discharge workflow blueprint
Define scope, user roles, and discharge workflow blueprintsatisfied byDefine scope, user roles, and discharge workflow blueprint
Build a hospital discharge planning cockpit that coordinates patient readiness, follow-up tasks, medication review, insurance blockers, care-team notes, and AI-generated discharge summaries.drivesData model + synthetic dataset strategy
Data model + synthetic dataset strategysatisfied byData model + synthetic dataset strategy
Define scope, user roles, and discharge workflow blueprintunblocksData model + synthetic dataset strategy
Build a hospital discharge planning cockpit that coordinates patient readiness, follow-up tasks, medication review, insurance blockers, care-team notes, and AI-generated discharge summaries.drivesPrivacy & safety posture baseline (demo constraints, audit, disclaimers)
Privacy & safety posture baseline (demo constraints, audit, disclaimers)satisfied byPrivacy & safety posture baseline (demo constraints, audit, disclaimers)
Data model + synthetic dataset strategyunblocksPrivacy & safety posture baseline (demo constraints, audit, disclaimers)
Build a hospital discharge planning cockpit that coordinates patient readiness, follow-up tasks, medication review, insurance blockers, care-team notes, and AI-generated discharge summaries.drivesNext.js app scaffolding and UI foundations
Next.js app scaffolding and UI foundationssatisfied byNext.js app scaffolding and UI foundations

Mission Decision Log

Explain the important choices

Use Mission Control as the documentation system of record

The mission needs traceable planning artifacts before execution moves into external tools.

Tradeoffs

Improves clarity and handoff quality, but requires users to maintain mission context.

Alternatives

Unstructured chat logs, standalone docs, tickets, or ad hoc planning notes.

Mission Memory

Reuse organizational knowledge

Compare MissionsPlanned capability, not shown as an executable action yet. Current executable memory action is duplicate.

Mission Steps

Task Timeline

8 tasks

Task 1

Define scope, user roles, and discharge workflow blueprint

queued

Align on target users (RN case manager, hospitalist, pharmacist, social worker, utilization review, unit clerk), key entities (patient, encounter, discharge plan, tasks, meds, insurance issues, notes, documents), and the end-to-end discharge workflow states (Admit → Inpatient → Discharge Planning → Ready Pending Items → Discharged). Produce a lightweight spec with acceptance criteria for cockpit views: readiness checklist, follow-up tasks, medication review, insurance blockers, care-team notes, and discharge summary generation.

Owner: plannerDependencies: 0

Task 2

Data model + synthetic dataset strategy

queued

Design TypeScript domain models and JSON fixtures for synthetic patients/encounters, including demographics, diagnoses/problems, labs/vitals (synthetic), medication list (home/inpatient/discharge), follow-up tasks, insurance prior-auth blocks, notes, and audit events. Establish a synthetic data policy: no real PHI, generate deterministic synthetic IDs, and include a clear banner in-app indicating synthetic/demo mode.

Owner: plannerDependencies: 1

Task 3

Privacy & safety posture baseline (demo constraints, audit, disclaimers)

queued

Implement a privacy posture checklist for the prototype: synthetic-only guardrails, no external telemetry by default, redact/avoid free-text PHI patterns, and add in-app disclaimers that outputs are assistive and require clinician review. Add an audit log model for key actions (task completion, med reconciliation changes, summary generation) to support traceability.

Owner: builderDependencies: 1

Task 4

Next.js app scaffolding and UI foundations

queued

Set up route structure and layout for cockpit: /dashboard, /patients/[id], /patients/[id]/timeline, /patients/[id]/discharge. Add shared components (patient header, status chips, task list, note composer, blockers panel). Ensure accessibility basics (keyboard navigation, ARIA for key controls) and consistent visual language for safety-critical alerts.

Owner: builderDependencies: 2

Task 5

Local persistence layer + state management

queued

Implement local persistence (IndexedDB or localStorage via a thin repository layer) for synthetic data edits: tasks, notes, med review decisions, blocker resolutions, and generated documents. Provide migration/versioning for stored schema, and add reset-to-fixtures capability for demos/testing.

Owner: builderDependencies: 2

Task 6

Discharge readiness cockpit view (single-pane coordination)

queued

Build the primary discharge cockpit panel: readiness checklist (clinical stability, pending tests, mobility/OT, patient education, transportation), follow-up tasks (assigned owner + due date), medication review status, insurance blockers, and care-team notes. Include clear “not ready” reasons, required next actions, and a timeline snippet of recent events.

Owner: builderDependencies: 2

Task 7

Task workflows: assignment, dependencies, escalation, and handoffs

queued

Implement task creation and routing with owners, due times, status, and dependencies (e.g., prior auth must resolve before discharge). Add escalation rules (overdue/high-risk), quick handoff between roles, and a “today view” for care-team workload. Ensure tasks are explainable: show why a task exists and what evidence triggered it.

Owner: builderDependencies: 2

Task 8

Medication reconciliation & safety checks

queued

Create medication review surface: compare home vs inpatient vs proposed discharge meds, highlight deltas, duplications, dose changes, and allergy/interaction flags (rule-based on synthetic data). Add structured decisions (continue/stop/change) with rationale and required co-sign prompts. Gate discharge readiness on unresolved high-severity medication issues.

Owner: builderDependencies: 1

Audit Trail

Execution Log

1 logs

Mission plan generated successfully.

success

14 Jun 2026, 11:36 am

Mission Outputs

Artifacts

1 artifacts

Mission Plan

plan

This execution plan builds a practical discharge planning cockpit on a greenfield Next.js healthcare operations prototype with workflow-first coordination, explicit safety checks, and a synthetic-data-only privacy posture. 1) First, lock workflow scope and roles so the cockpit reflects real discharge operations (case management, pharmacy, UR, social work, nursing, and physicians). 2) Establish a typed domain model and deterministic synthetic fixtures so all UI and AI features remain safely non-PHI. 3) Implement baseline privacy/safety guardrails early—disclaimers, redaction posture, and an audit log—so every downstream feature is traceable and demo-safe. 4–6) Build the app skeleton, local persistence, and the core cockpit view as the single source of truth for patient readiness, tasks, meds, blockers, and notes. 7–10) Layer in operational workflows: task routing with dependencies and escalation, medication reconciliation with rule-based safety flags, insurance blocker resolution, structured care-team notes, and a timeline that makes every recommendation explainable via evidence links. 11–12) Add AI-assisted discharge summaries only after structured data, notes, and timeline evidence exist. The AI output is constrained to available data, cites sources, highlights missing information, and requires clinician review. Safety gating then enforces readiness rules and hard stops (or documented overrides) to prevent premature discharge actions. 13–14) Close with tests, scenario-based demo playbooks, performance tuning, and operational guardrails (feature flags, local-only logs, synthetic-mode indicators). The end result is an execution-oriented cockpit that coordinates discharge work across disciplines, surfaces blockers early, makes safety-critical decisions transparent, and keeps the prototype aligned with privacy-by-design using synthetic data exclusively.

Run the mission to generate executive summary, risks, architecture, database, and handoff guidance.