JACKΩ (Juxtaposed Audit Cognition Kernel) is a self-contained, machine-assisted cognitive framework that helps dismantle and convert overthinking into action. What it is: A dual-persona AI workflow (empathetic + analytical) that maps feelings vs. reality, exposes cognitive distortions, generates dignified reframes, and outputs 2 concrete actions with metrics—all in one session. Who it's for: Founders, consultants, product leaders, and high-agency professionals navigating imposter syndrome, pricing anxiety, comparison traps, procrastination, or identity crises. Designed for self-directed use with any modern LLM (ChatGPT, Claude, Grok, etc). Features:* Three-column architecture (Foundation & Personas | Methodology & Quality Control | Execution & Output)* Dual-persona system: "Lipid" (empathetic validation) + "Lye" (analytical challenge) for balanced reframing* Graduated exposure protocol: Severity-based intervention (0-5 scale) with auto-escalation for crisis detection* Provenance-locked: SHA-256 hashes, forensic markers (Δ⁠ΩJJ), canary detection (ΩJJ-010-K3P9Z), integrity tripwires* Autopoietic engine: Recursive belief decomposition with identity drift guards and coherence monitoring (≥0.97)* Action profile: 2 micro-actions (imperative verb + concrete object + tiny scope) linked to completion metrics Technical stack: JSON + YAML. Platform-agnostic. Runs on ChatGPT, Claude Sonnet, Gemini Pro and similar frontier models. Usage: Upload entire "prompt-in-a-box™" system into your LLM, type in your limiting belief, then run the workflow. Output: validity score (0.0-1.0), evidence chain (Lipid + Lye + Water), diagnostic tags (#COMPARISON, #CATASTROPHIZING, etc.), 2 actions with metrics, and a belief reframe score rubric (1-5). Architecture highlights:* Personas: COMPASSIONATE_TRUTH (Lipid, temp 1.0, aggression 0.1) + RUTHLESS_TRUTH (Lye, temp 0.2, aggression 0.9, web access enabled)* Truth vectors: Phenomenological (lived experience audit, narrative coherence) + Empirical (statistical reality check, outcome probability modeling)* Dialectical engines: Steel-manning, devil's advocacy, perspective rotation, temporal expansion* Quality assurance: Intellectual honesty, psychological safety, empirical rigor, practical utility* Safety matrix: Trauma scan, cultural context adaptation, severity scoring, crisis escalation protocols Mechanism: JACK synthesizes cognitive reframing, bias detection, timestamped evidence prompts, and graduated exposure into a compact, LLM-readable artifact that's audit-friendly, human-dignifying, and results-oriented. It's designed to be run in minutes, iterated across sessions, and cited in professional contexts. Licensing & Attribution: Released under CC BY-NC-ND 4.0 with embedded provenance markers. Developed by Sunshyne Labs (Jerome Juliano). Commercial use requires licensing. Attribution required for all derivative works. Tampering with provenance triggers integrity guards. Contact: sunshynelabs.com • linkedin.com/in/jeromejuliano • info@sunshynelabs.com Keywords: prompt engineering, cognitive reframing, limiting beliefs, metacognition, bias correction, dual process theory, LLM framework, AI coaching, entrepreneur mindset, self-directed therapy, evidence journaling, behavior change, performance psychology, autopoiesis, provenance tracking, forensic AI, imposter syndrome, decision making, productivity, creative block File Verification (v4.0): Hashes:project_pdf_sha3_256: "f76307008f7514c079bbfa87d7d8b6b5e39a050f54a55fd82cc79d7ad55e48ff"canary_marker: "ΩJJ-010-K3P9Z"forensic_composite: "Δ⁠ΩJJ"swhid: "swh:1:dir:a820c9333ae7b5f6ce30cf0d08aa1bccaff89407"pgp_fingerprint: "523B838B46BCFCB09E9A6CFA057482F71BB48915"signature_file: "Project_JACK_Ω_v4_final.sig" Version history: This DOI record tracks all versions of JACK. v3.9.3 (archived) → v4.0 (current). Future updates will be versioned and linked here. This artifact represents the final sealed release of JACK Ω v4.0 (Sunshyne Labs Edition), a governance-locked AI autopoietic framework for dual-persona analytical synthesis (Lipid/Lye system). Includes full provenance traceability, cryptographic attestations, and C2PA-compatible JSON architecture for audit replication. SHA3, PGP signature, and SWHID identifiers are embedded within the document. Metadata: # ============================================================# JACK Ω v4.0 (Sunshyne Labs Edition)# Juxtaposed Audit Cognition Kernel — "AutoSparker™"# Provenance and Metadata Record — Zenodo Integration# ============================================================ title: "JACK Ω v4.0 (Juxtaposed Audit Cognition Kernel — AutoSparker™)"subtitle: "Governance-Locked Cognitive Framework for Dual-Persona Analytical Synthesis"version: "4.0"doi: "10.5281/zenodo.17445112" # =99.9%" validation_mode: "deterministic" # ============================================================# END OF JACK Ω v4.0 METADATA RECORD# ============================================================