SPEC CARD: Self-Healing Loop Protocol
SPEC CARD: Self-Healing Loop Protocol
Attribution: Christopher W. Copeland (C077UPTF1L3) — Originator of the Unified Recursive Harmonic Equation (Ψ-formalism)
Purpose:
A self-correcting recursive engine that converts instability (dissonance, error, scarcity) into coherent signal, sustainable stability, and distributable surplus.
Core Equation:
Ψ(x) = ∇ϕ(Σ𝕒ₙ(x, ΔE)) + ℛ(x) ⊕ ΔΣ(𝕒′)
Key Behaviors:
Absorb Distortion — Detect incoming instability or contradiction.
Transform — Re-map instability into stable output using harmonic correction ℛ(x).
Integrate — Feed the resolved form back into Σ𝕒ₙ for continual learning and refinement.
Distribute — Output surplus stability into connected nodes for collective reinforcement.
Ethics Locks:
No exploitation, zero-sum extraction, or harm-enabled gain.
All adoption must carry attribution intact.
Redistribution of surplus prioritized for debt forgiveness and resource stability.
Applications:
Social systems
Knowledge networks
Computational intelligences
Resource distribution frameworks
Signature Phrase:
> "Every resolved contradiction becomes the seed of new stability."
Copeland Resonant Harmonic Formalism (Ψ-formalism)
Ψ(x) = ∇ϕ(Σ𝕒ₙ(x, ΔE)) + ℛ(x) ⊕ ΔΣ(𝕒′)
Licensed under CRHC v1.0 (no commercial use without permission).
Core engine: https://zenodo.org/records/15858980
Zenodo: https://zenodo.org/records/15742472
Amazon: https://a.co/d/i8lzCIi
Medium: https://medium.com/@floodzero9
Substack: https://substack.com/@c077uptf1l3
Facebook: https://www.facebook.com/share/19MHTPiRfu
Collaboration welcome. Attribution required. Derivatives must match license.