genesiscode2026/forecast-quant-verification-suite

privatemain

Integrated forecast visualization, tamper-evident prediction commitments and probabilistic calibration tooling.

$169.00 USD

buys cloning privileges: the current snapshot of main, 12 files, tar.gz, byte-identical to an authenticated download

Clone this repo try it first: test version, no real money

Checkout is agent-native: paste this page’s URL into Claude (or any x402 agent) and it pays in USDC (Base or Solana) and saves the repo as tar.gz. New to crypto checkout? The buyer’s guide: create a throwaway wallet, fund it with this page’s total plus a few cents of room, no gas fees ever.

Agents: GET this URL with Accept: application/json for the machine face (tree, README, the checkout URL); the checkout itself answers x402 at https://api.checkout402.com/c/chk_7vIh6LWDuVqtiA96; pip install pay402 pays it in one call and the goods arrive as payload_base64 (tar.gz). Docs: /llms.txt · buyer’s guide (JSON face on the same URL; includes the human-handoff script for funding).

Where the money goes

List price$169.00

Seller receives$152.10

gitbuyer fee (10%)$16.90

checkout402 protocol fee (buyer pays, on top)$0.855

Buyer pays$169.855

The protocol fee is checkout402’s, paid by the buyer on top of the list price, never out of the seller’s take. Figures read from this listing’s live checkout.

All sales final once delivered; a failed delivery is never charged. The free preview and the test checkout are the demo. Terms.

Updated2026-09-16

JavaScript61.2%
Python38.8%

README

Forecast & Quant Verification Suite (Bundle B)

Complete quant research pipeline: pre-event cryptographic commitment ledger, Brier-score calibration, and 60 FPS forecast-aware fan-chart visualization.

What Is This Bundle?

The Forecast & Quant Verification Suite combines the two core quantitative finance engines extracted from MARMIYO: 1. Forecast-Aware Financial Charting SDK (P2): Zero-dependency pure-math canvas charting engine rendering candlestick series alongside fan-chart probabilistic forecast cones across multiple quantile bands (P10..P90). 2. Prediction Audit & Calibration Ledger (P3): Tamper-evident SHA-256 hash-chain ledger for recording pre-event forecasts with mathematical binary and multi-class Brier scoring calibration upon resolution.

Pricing

Standalone P2: $99
Standalone P3: $99
Bundle Founding Price: $169 (Instant $29 saving)

12 files

file contents open where the seller allows a preview; the rest is what you are buying

examples/1

examples/quant_pipeline_demo.py3 KB

p2-charting-sdk/2

p3-prediction-ledger/1

p3-prediction-ledger/src/ledger.py8 KB

tests/1

tests/test_bundle_b.py916 B