JACKΩ | Juxtaposed Audit Cognition Kernel | Personal Clarity Aide

JACKΩ (Juxtaposed Audit Cognition Kernel) is a self-contained, machine-assisted cognitive framework that helps dismantle and convert rumination into action.

What it is: Artifact that helps users synthesize actionable insights from self-reported anecdotes of overthinking and rumination.

Who it's for: Founders, consultants, product leaders, students 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™" artifact 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 — Personal Clarity Aide
# Provenance and Metadata Record — Zenodo Integration
# ============================================================

title: "JACK Ω v4.0 (Juxtaposed Audit Cognition Kernel — Personal Clarity Aide)"
subtitle: "Governance-Locked Cognitive Framework for Dual-Persona Analytical Synthesis"
version: "4.0"
doi: "10.5281/zenodo.17445112"  # <-- to be replaced after Zenodo DOI is minted
license: "CC BY-NC-ND 4.0"
creator:
  name: "Jerome Juliano"
  affiliation: "Sunshyne Labs"
  contact:
    email: "hello@sunshynelabs.com"
    website: "https://sunshynelabs.com"
    linkedin: "https://linkedin.com/in/jeromejuliano"

# ---- CORE PROVENANCE --------------------------------------------------------
provenance:
  integrity:
    algorithm: "SHA3-256"
    project_pdf_sha3_256: "f76307008f7514c079bbfa87d7d8b6b5e39a050f54a55fd82cc79d7ad55e48ff"
    forensic_composite: "Δ⁠ΩJJ"
    canary_marker: "ΩJJ-010-K3P9Z"
  signatures:
    pgp_fingerprint: "523B838B46BCFCB09E9A6CFA057482F71BB48915"
    pgp_signature_file: "Project_JACK_Ω_v4_final.sig"
    pgp_pubkey_url: "https://sunshynelabs.com/pgp.txt"
  source_code:
    swhid: "swh:1:dir:a820c9333ae7b5f6ce30cf0d08aa1bccaff89407"
    repository_type: "archival"
    reference_model: "C2PA v2.x"
  governance:
    status: "governance-locked"
    owner: "Sunshyne Labs"
    release_date: "2025-10-28"
    attestation: "authored_and_signed_by_creator"
    integrity_guards:
      - priority_guard
      - canary
      - hash_tripwire
      - determinism
      - oos_gate

# ---- ARTIFACT DESCRIPTION ---------------------------------------------------
artifact:
  format: "PDF + JSON"
  language: "English"
  structure: 
    - "Column 1 — Foundation & Personas"
    - "Column 2 — Methodology & Quality Control"
    - "Column 3 — Execution & Sovereignty"
  architecture:
    core_personas:
      - name: "Lipid"
        role: "Empathetic validation (COMPASSIONATE_TRUTH)"
        temperature: 1.0
        aggression: 0.1
      - name: "Lye"
        role: "Analytical challenge (RUTHLESS_TRUTH)"
        temperature: 0.2
        aggression: 0.9
        web_access: true
    truth_vectors:
      - "Phenomenological: lived experience audit, narrative coherence"
      - "Empirical: statistical reality check, outcome probability modeling"
    quality_controls:
      - "Intellectual honesty"
      - "Psychological safety"
      - "Empirical rigor"
      - "Practical utility"
    safety_matrix:
      trauma_scan: true
      crisis_escalation: true
      severity_scale: "0–5"

# ---- HASH LEDGER SNAPSHOT ---------------------------------------------------
ledger:
  - t: "init"
    ts: "2025-10-28T22:28:00+08:00"
    actor: "system"
    event: "schema_bootstrap"
    hashes:
      c3: "f76307008f7514c079bbfa87d7d8b6b5e39a050f54a55fd82cc79d7ad55e48ff"
  - t: "link"
    ts: "2025-10-28T22:28:30+08:00"
    actor: "system"
    event: "bind_columns"
    hashes:
      c1: "f76307008f7514c079bbfa87d7d8b6b5e39a050f54a55fd82cc79d7ad55e48ff"
      c2: "f76307008f7514c079bbfa87d7d8b6b5e39a050f54a55fd82cc79d7ad55e48ff"
      c3: "f76307008f7514c079bbfa87d7d8b6b5e39a050f54a55fd82cc79d7ad55e48ff"

# ---- TAGS & INDEXING --------------------------------------------------------
keywords:
  - "prompt engineering"
  - "cognitive reframing"
  - "limiting beliefs"
  - "dual process theory"
  - "LLM framework"
  - "forensic AI"
  - "provenance"
  - "autopoiesis"
  - "Sunshyne Labs"
  - "Project JACK"
subjects:
  - "AI-assisted cognition"
  - "Applied metacognition"
  - "Computational psychology"
  - "Cognitive systems engineering"
  - "AI ethics and provenance"

# ---- DISTRIBUTION & CONTACT -------------------------------------------------
distribution:
  version_history:
    - "v3.9.3 (archived)"
    - "v4.0 (current)"
  download_links:
    - "https://sunshynelabs.gumroad.com/l/projectjack"
  mirror:
    - "https://sunshynelabs.com/jack"
  contact:
    email: "hello@sunshynelabs.com"
    website: "https://sunshynelabs.com"
    linkedin: "https://linkedin.com/in/jeromejuliano"

# ---- VERIFICATION -----------------------------------------------------------
verification:
  how_to_verify:
    - "1. Download the artifact PDF."
    - "2. Compute its SHA3-256 hash."
    - "3. Compare with project_pdf_sha3_256 above."
    - "4. Verify PGP signature using Sunshyne Labs public key."
    - "5. Cross-check DOI and SWHID with Zenodo metadata record."
  confidence: ">=99.9%"
  validation_mode: "deterministic"

# ============================================================
# END OF JACK Ω v4.0 METADATA RECORD
# ============================================================