🦋 The American Butterfly Effect (A.B.E.) A deterministic capital discovery, recovery, and deployment engine Local-only · auditable · no backend · no login · no black box 🌍 Overview A.B.E. is a modular, deterministic engine that identifies constrained capital flow inside complex systems, quantifies recoverable value, models deployment pathways, and verifies post-deployment stability. It transforms: system friction → measurable signal → recoverable capital → structured allocation → deployment → economic activation → stability verification A.B.E. operates entirely in the browser. No servers. No accounts. No external dependencies. 💡 Capital Insight Most systems are not inefficient by design. They become inefficient when: capital is constrained participation is limited allocation is fragmented processes introduce friction A.B.E. does not change the system. It reveals where value exists inside the system by showing: where capital is constrained how much can be recovered how it can be deployed whether deployment produces stable outcomes 🔗 Full Engine Chain INTAKE → CAE → CDA → CDI → CIRI → CIBS → CII → INTEGRATION → MACRO → RT → CFF → CCRI → AFFE Users can run the full pipeline automatically from: system/index.html 🧱 Repository Structure intake/ — Document Intake + OCR Bridge cae/ — Constitutional Alignment Engine cda/ — Constitutional Divergence Analyzer cdi/ — Constitutional Divergence Index ciri/ — Constitutional Integrity ROI Engine cibs/ — Constitutional Integrity Baseline Schema cii/ — Constitutional Integrity Index integration/ — Audit & SHA-256 Integrity Layer macro/ — Macroeconomic Cascade Model rt/ — Rebuild Together Engine cff/ — Constitutional Funding Forensics ccri/ — Consumer Credit Risk Integrity affe/ — American Funding & Fidelity Explorer law/ — Authority Layer doctrine/ — Framework Mapping Layer learn/ — Guided Engine Learning Interface system/ — Command Interface & Execution Layer assets/ — Shared Front-End Assets 🧠 Core Formula Chain CDI — Shouse Divergence Curve S_r = (w1 · s1) + (w2 · s2) + (w3 · s3) + (w4 · s4) + (w5 · s5) CDI = 1 - e^(-S_r / R) CIRI — Recovery / ROI Function R_T = (C_a · C̄) + F_e + (C_a · D_j · J) (P_e · Ē) (H_r · M̄ · t̄_a) (C_a · P_e · w̄ · t̄_a) (L_e · P̄ · λ) T_c CIRI = 1 - e^(-R_T / K) ROI_case = R_T / C_a CIBS — Shouse Baseline Allocation Function B_i = R_T · p_i Σ B_i = R_T B_i,q = B_i · f_q CII — Shouse Alignment Propagation Model CII = Σ ((B_p / R_T) · η_p · w_p) RT — Rebuild Together Deployment Function D_i = B_i · a_i A_i = D_i · m_i · η_i A_total = Σ A_i RTI = Σ ((D_i / D_total) · η_i · w_i) AFFE — Post-Deployment Stability Function S = (RTI · η) + (A_total / R_T) AFFE = 1 - e^(-S / K) 📊 What the Engine Produces A.B.E. generates: divergence score recoverable capital estimate allocation structure propagation index (CII) macroeconomic projection RT deployment + activation AFFE stability score SHA-256 audit receipt full pipeline JSON report 💼 Constitutional Capital A.B.E. models constitutional capital as recoverable economic value generated when system conditions align with their governing framework. This value emerges through: reduced friction increased participation improved allocation recovered cost efficiency structured deployment measurable stability This is not speculative value. It is modeled from measurable system conditions. 🌐 Universal Scalability A.B.E. is framework-agnostic and can be applied to: national governance systems regulatory frameworks corporate governance structures financial markets healthcare systems AI governance models supply chains industry standards To adapt the engine: Replace baseline framework files in doctrine/ or law/ Adjust model weights and sector configurations Run the pipeline The engine logic remains unchanged. 🔒 Privacy & Execution runs locally in the browser no backend no login no tracking no API dependency no centralized data storage All outputs remain user-controlled. 🚀 Quick Start git clone https://github.com/Terra610/abe---flag.git⁠� cd abe---flag Open: index.html system/index.html Recommended flow: Start Intake → Run Full Pipeline → Read Results → Download JSON 🕊️ License & Citation Creative Commons Attribution-NonCommercial 4.0 (CC BY-NC 4.0) Integrity only — never for sale Shouse, T. (2026). American Butterfly Effect (A.B.E.). Zenodo. https://doi.org/10.5281/zenodo.17586107⁠