STRATEGY · STAGE 12 → STAGE 20 ROADMAP

MIS v2 — Twin-Engine Path to the SmartHub-as-Service Vision

Generated: Thursday, May 28 2026 · 5:53 PM EDT (NY)
Session 39 cont · MIS v2 @27 deployed · 179 KB Code.gs · 15-ticker covariance · MC VaR live
Sam call: Option C (aggressive cash-first) · twin engine (psychology + production + formatting) · stage 20 destination · sandbox-fallback Plaid · BookConfig from day one · options deferred (teaching layer later)

THE DESTINATION — Stage 20

Not "MIS with more knobs." A self-learning, cash-aware, multi-tenant capital allocation product. By stage 20, Hookstreet Services offers a tiered subscription: This is the SmartHub roadmap built. Re-packaged under the Hookstreet Services brand. Billing via Stripe. Telegram bot per tenant. Sheet auto-provisioned. Cloudflare Pages + Access portal scoped per tenant.

THE TWIN ENGINE DOCTRINE — three concurrent engines, none ships without the others passing

ENGINE 1
PRODUCTION
The math. FSE single-classifier, 11 gates, weighted SACS, MC VaR with full covariance, multi-factor tilt, capital allocation, cost-aware backtest. Owns: decision correctness.
ENGINE 2
PSYCHOLOGY
The nudge. Reads Sam's pattern (added-to-loser frequency, override-quality, sunk-cost flags, hot-hand fallacy, conviction self-rating). Surfaces guardrails BEFORE the trade. Owns: decision discipline.
ENGINE 3
FORMATTING
The visual. DESIGN_SYSTEM compliance. Mobile-first rendering. Dark-header + gold + bubbly cards. Container queries. Tabular-num. Forced light. Renders correctly on Sam's iPhone, iPad, and laptop. Owns: decision visibility.

STAGE 12.5 — Hotfix batch (deployed @27)

FixWhat changedEngine
Dashboard CSSHtmlService was rejecting the <style> block ("Malformed HTML content") since Stage 12 deploy @26. Visual layer was broken; backend healthy. Rewrote @media query with standard spacing + removed !important + comma-selectors that the sandbox parser disliked.FMT HOT
Wash-sale 30 → 31 daysIRS rule is "within 30 days after the sale" — sell day doesn't count. Original code lifted the gate on day 30 (off-by-one). Now blocks day 1 through day 30; first safe re-buy = day 31. Real tax dollars.PROD HOT
Substantially-identical mapSell SPY at a loss → my gate now also blocks IVV, VOO, SPLG for the same 31-day window (IRS treats them as substantially identical). Covers 13 cluster families: S&P 500 ETFs, QQQ/QQQM, IWM/VTWO, GOOG/GOOGL share classes, sector-ETF aliases, semis (SOXX/SMH), Berkshire share classes.PROD

STAGE 12 → 20 — the revised sequence (Option C aggressive, twin-engine baked in)

StageWhat shipsWhy nowEngines
13
Cash-first
Plaid sandbox-fallback wired to MIS · CASH_RUNWAY tab · Obligations join from BOS v1 canonical · capital allocation engine ("$X cash after May obligations; engine recommends $Y deployed, $Z reserve") · BookConfig pattern adopted (every function takes a book param) · PsychLayer scaffold (added-to-loser detector, override-quality logger) The single biggest jump. MIS stops being a trade gate and becomes the "one place" — the morning execution spine you keep describing. BookConfig pattern from day one means stage 17/19 don't need a refactor. PROD PSY FMT
14
Self-learn
Forward-return job (+1d/+5d/+20d/+60d per FSE row) · per-Setup × per-Sector hit-rate scorecard · weight-drift mechanism · override-quality scorecard ("when you vetoed the engine, did you beat it?") · weekly "what I learned this week" briefing · Brain_Feed-style memory tab Closes the diagnosis "where is the self-learning loop?" Builds the loop. Outputs strengthen as FSE history accumulates 30+ runs. PROD PSY
15
Multi-book Sam+Chanie
Second BookConfig live (Chanie's book) · household roll-up (combined VaR, sector concentration, wash-sale spouse-coupling per MFJ tax rule) · book-switcher in dashboard · privacy guardrails (Mildred can't see either; cross-account but inside the household) First proof the BookConfig pattern actually works on a second book before pitching it to anyone external. Spouse-coupling closes the wash-sale gap I called out earlier today. PROD FMT
16
Schwab live + options scaffold
Schwab live quotes ON (lifts the ADD-downgrade rule) · 7-day refresh-token discipline runbook · option-chain ingest scaffold (data ingested, gates default off) · interactive options-teaching module (the Rosetta Stone you asked for — IV/HV ratio, premium calc, P&L visualization, the "click why this CC sold at $X is +$Y over Z days" walkthrough) You said options never clicked because you never saw the spreadsheet math. So we build the spreadsheet math FIRST — teaching artifact, not a gate. Gate-on happens at stage 17+ when you've trained on it. PROD PSY FMT
17
Macro overlay + regime
10Y / DXY / HYG-LQD spread / WTI / VIX daily snapshot · 4-quadrant regime classifier (growth × inflation z-scores) · regime tag on FSE history · correlation heatmap · effective-N (replaces raw HHI) · conviction-weighted shortlist · position-trim queue (Druckenmiller "take it off") · regime-conditional backtest The Dalio + Druckenmiller polish I'd originally called "stage 13." Per Option C aggressive, this comes later — after cash + self-learning + multi-book are live. By now the regime data has accumulated enough that the conditional backtest is meaningful. PROD
18
First external pilot
1-hour install runbook · parameterized install script (creates the Sheet, wires the bot, scoped Telegram chat, broker-email pattern hint, ANTHROPIC_API_KEY per tenant) · first external install on a friendly target (brother-in-law / Eli Steinhardt / Mendy / Ari per the underwriting deal-snapshot loop) Validates the BookConfig pattern survives someone who isn't Sam. Real install in real conditions = product-readiness signal nothing else gives. PROD PSY FMT
19
Multi-tenant infra
Tenant registry (Sheet ID + bot ID + Anthropic key + Stripe customer) · scoped Sheet provisioning · per-tenant CF Access policies · audit log · separate dashboards under ops.hookstreetservices.com/<tenant>/ The plumbing that makes selling possible. Until there's tenant isolation, you can't take money. PROD
20
Launch SmartHub-as-Service
Stripe billing live (3 tiers) · landing page on hookstreetservices.com · onboarding flow · SmartHub branding · soft-launch to existing network · first paying tenant outside Sam's household The vision built. Pricing in market. The thing March 2025 ChatGPT-SmartHub described as already-existing finally exists. PROD FMT

THE ITERATE LOOP — every stage, every deploy

The cadence Sam locked:
CHECK 1 → fetch live artifact (dashboard, briefing, portal) → assess visually
UPDATE → minimal targeted change (one engine at a time when possible)
CHECK 2 → re-fetch → verify the change landed AND nothing else broke
APPROVE → green if all three engines pass (Prod / Psy / Fmt)
IMPROVE → next iteration; never call "done" without a visual check

This loop already caught the broken dashboard in Stage 12.5 — a backend-tested, frontend-broken state I would have missed otherwise. The loop is now mandatory before any stage ships.

WHAT STAGE 13 LOOKS LIKE — implementation brief

Production engine deltas

Psychology engine scaffold

Formatting engine deltas