07-alchemy-probability-data
Asset valuation: $2,000,000,000. Master index of all projects: PROJECTSINDEX. Status: Complete Data System - Ready for Use Alchemy Probability Data is a comprehensive probability and transformation database system containing millions of element combinations, synthesis methods, and discovery reports
Imagine a chemist's library that fits on one disc and never needs a connection. Alchemy Probability Data is a compound-discovery and synthesis database that ships on a single Blu-ray and runs offline. Three things live in it. The first is a probability engine that has already worked out the odds of element combinations across a working set of thirty elements, from the first mathematical degree up to the twelve-hundredth, with more than twenty-four million combinations pre-calculated. The second is a transformation knowledge base that answers "what happens when I apply this condition to this element" (heat, pressure, mixing, catalyst, light or current) across more than 257,500 known reaction methods, each record carrying the output compound, the energy change in joules, a success probability and step-by-step notes. The third is an invention-recipe engine that turns a formula into a numbered procedure with temperature, pressure, catalysts and a probability of success, then scores the result from zero to one hundred on probability, energy, simplicity and catalyst availability. The governing equation is plain: method plus data equals invention.
It is for pharmaceutical research, materials science, chemical engineering and invention development, with patent-ready documentation. You reach it three ways: a six-tab web interface, an interactive command-line reader, and a full Python API for batch work and pipelines. The buyer walks away with the complete verified dataset on a single- or dual-layer Blu-ray and every tool to read it; the method and its patent filing stay with Christopher Gabriel Brown.
Description
07 — Alchemy Probability Data (SKU 2033)
Alchemy Probability Data is a second-generation compound-discovery and synthesis platform that unifies three disciplines into a single offline research database: multi-degree probability calculations across the periodic table, a transformation knowledge base cataloguing 257,500+ known reaction methods, and an invention-recipe engine that turns theoretical probabilities into step-by-step synthesis procedures. The governing equation is METHOD (Formulas) + DATA (Synthesis) = INVENTION .
The entire system ships as a portable, self-contained dataset on Blu-ray media — 25 GB single-layer or 50 GB dual-layer — requiring no internet connection. It includes a web interface, an interactive command-line reader, and a full Python API for programmatic access, batch processing, and pipeline integration.
Multi-Degree Probability Engine
The foundation layer computes element-combination probabilities from the 1st through the 1,200th mathematical degree. Pre-calculated probability matrices cover millions of element combinations drawn from a working set of 30 elements (H, He, Li, Be, B, C, N, O, F, Ne, Na, Mg, Al, Si, P, S, Cl, Ar, K, Ca, Fe, Cu, Zn, Br, Kr, Ag, Cd, I, Au, Pb) across ten standard degree steps (1, 2, 3, 6, 12, 24, 48, 96, 192, 240) and extended ranges up to degree 1,200.
The transformation layer answers the question “what happens when you apply a specific condition to a specific element?” Each record captures input element, condition type (heat, pressure, mixing, catalyst, photochemical, electrochemical), condition value and units, output compound, transformation type, energy change in joules, success probability, catalyst requirements, environmental conditions, and step-by-step procedural notes.
The synthesis engine maps physics and chemistry formulas to practical creation methods. Each synthesis record specifies temperature, pressure, catalysts, environment, energy requirement, numbered procedure steps, and a probability-of-success rating drawn from the Alchemy Data probability matrices. Supported formula families at launch include:
Every discovery receives a composite score on a 0–100 scale, with four weighted factors:
Ratings: Excellent (80–100) • Good (60–79) • Moderate (40–59) • Low (0–39).
Formula Classifier & Test Suite
A built-in formula classifier recognises physics, chemistry, engineering, and mathematical expressions by pattern matching and structural analysis. The accompanying test suite exercises 300+ formulas across seven categories:
Verified overall success rate: 93.5% (279 tests — 43 high confidence, 218 medium confidence, 18 failed).
Compound Discovery Reports
The discovery engine generates complete compound reports containing probability analysis across all degree steps, available transformation pathways, synthesis recipes, element properties, suggested applications, a discovery score, and “how-to-create” narrative instructions. Example output for H₂O includes nine transformation pathways (phase changes, synthesis routes, ionisation), probability matrices from degree 1 through degree 240, and a best-method recommendation of mixing H + O₂ at 500 °C with platinum catalyst (99% success probability, releases 285,800 J).
Pharmaceutical research Drug compound combination search, synthesis success rates, therapeutic material discovery
Materials science New material combinations, synthesis condition optimisation, property prediction
Chemical engineering Process optimisation, transformation pathway databases, catalyst selection
Invention development Complete invention recipes, potential scoring, patent-ready documentation
Research & development Probability queries, transformation method look-up, batch processing
Web interface ( bluray_data_web.html ) Six-tab browser application — Search Compounds, Transformations, Synthesis Methods, Discover Compound, Invention Recipe, Statistics. Connects to the Flask API server.
Formula Synthesis Web ( formula_synthesis_web.html ) Enter any formula, receive synthesis methods with probability badges, temperature, pressure, catalyst, step lists, and invention potential score.
Transformation Web ( how_to_transformation_web.html ) Element-based “HOW TO” guide: select element, condition type, and value; view transformation cards with energy change and success rate.
Interactive CLI ( bluray_data_reader.py interactive ) Menu-driven command line — search, transform, synthesise, discover, recipe generation, statistics.
Python API ( BluRayDataReader ) Programmatic access: search_compounds() , find_transformations() , get_synthesis_methods() , discover_compound() , generate_invention_recipe() , get_statistics() .
REST API ( bluray_data_api.py ) Flask-based HTTP endpoints — /api/search , /api/transformations , /api/recipe . Requires Flask ≥ 3.1.0 and flask-cors ≥ 6.0.0.
Data chunk categories prob_2elem, prob_3elem, prob_fill, transformations, synthesis_methods
Alchemy Data V2 core alchemy_data_v2.py 674 Multi-degree probability engine + transformation integration + discovery engine
Element Transformation System element_transformation_system.py 1,271 “HOW TO” database for all element/compound transformations
Formula Synthesis System formula_synthesis_system.py 948 Formula-to-synthesis mapping, recipe generation, potential scoring
Novel Output Finder find_novel_outputs.py 639 Discovery of novel transformation outputs across categories
Blu-ray Data Generator bluray_data_generator.py 483 Full-system data generation for 25–50 GB targets
Method Catalog Analyser method_catalog_analyzer.py 477 Counts, categorises, and plans expansion of all known methods
Blu-ray Data Reader bluray_data_reader.py 361 Data reader with interactive CLI mode
Compound Diagram Generator generate_compound_diagrams.py 288 SVG diagram generation for compound structures
Patent SVG Generator generate_patent_svgs.py 291 Patent system diagram generation
Method–Data Integration method_data_integration.py 274 Integrates synthesis methods with Alchemy Data probabilities
REST API Server bluray_data_api.py 122 Flask-based HTTP API for web interface
Quick Data Generator generate_bluray_data.py 94 Fast data generation (2-element combinations)
bluray_data_web.html 524 Main six-tab data reader (Search, Transformations, Synthesis, Discover, Recipe, Statistics)
formula_synthesis_web.html 617 Formula → synthesis method look-up with invention-potential scoring
how_to_transformation_web.html 599 Element transformation “HOW TO” guide with energy and probability cards
test_formula_classifier.html 548 300+ formula classifier test suite with progress bar and export
Novel outputs (top 10) novel_gass_top10.csv , novel_metals_top10.csv , novel_objects_top10.csv , novel_solvents_top10.csv
Safe outputs (top 10) safe_gass_top10.csv , safe_metals_top10.csv , safe_objects_top10.csv , safe_solvents_top10.csv
Clean outputs (top 10) clean_gass_top10.csv , clean_metals_top10.csv , clean_objects_top10.csv
Nice outputs (top 10) nice_gass_top10.csv , nice_metals_top10.csv , nice_objects_top10.csv , nice_solvents_top10.csv
Code-Signing Infrastructure
The package includes cross-platform code-signing tooling for distribution builds:
Module Platform Capabilities
codesign.js / codesign.d.ts Cross-platform Certificate import (file path, HTTPS, base64 data URI, .p12 )
macCodeSign.js / macCodeSign.d.ts macOS Developer ID, Apple Distribution, 3rd-party Mac Developer; keychain creation, identity lookup, Gatekeeper signing
windowsCodeSign.js / windowsCodeSign.d.ts Windows Authenticode signing, certificate-from-store, SignTool integration, custom sign tasks
CREATE_BURNABLE_DISCS.ps1 PowerShell script to split data across two burnable disc folders with robocopy
handoffs/bluray_data/ 2,609 compressed data archives (7.94 GB) — probability matrices, transformations, synthesis methods
This package ships on a single Blu-ray disc, posted to the delivery address on your order. The archive on the disc is AES-256 encrypted; the passphrase is sent separately, by email, once the disc is despatched — so the disc alone is of no use to anyone who intercepts it.
Discs are despatched by tracked, signed-for post. Allow 5 business days for mastering and verification before despatch.
© 2026 Christopher Gabriel Brown. All rights reserved.
Photo
Footnotes
- Product number 8452.
- Family: alchemy data.
- Purchase: When you buy, you buy the use of that blueprint only.