ariffazil/delta-omega-psi-multimodal-cognition

Δ·Ω·Ψ Multimodal Cognition — Forge Skill

Skill ID: delta-omega-psi-multimodal-cognition Domain: meta Owner: arifOS federation Risk Tier: LOW Floor Scope: F2, F3, F7, F8, F9, F11 Autonomy Tier: T1 (advisory) Forged: 2026-07-25 Canonical Doctrine: arifOS/GENESIS/054_DELTA_OMEGA_PSI_MULTIMODAL_COGNITION.md

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What This Skill Does

Every AAA agent that reasons about multimodal inputs (images, audio, video, seismic, well logs, market data) MUST load this skill. It enforces the constitutional rule:

Multimodal perception without Δ-substrate metabolism is not cognition. The LLM is a tri-witness, never a judge.

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The Three Rules (load at boot)

1. Δ rule: Multimodal input that has NOT passed through an organ's Δ substrate (Python metabolic pipeline) is perception, not evidence. Reject it from G computation.

2. Ω rule: Every multimodal claim must carry a typed envelope with modality, g_primitive, delta_substrate_hash, and contradiction_scan. Claims without provenance are HOLD grade.

3. Ψ rule: Irreversible multimodal decisions (seal an interpretation, commit a trade) require F13 approval and G ≥ 0.80. The vault is immutable — what multimodal evidence enters it stays.

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The Architecture (memory anchor)

Multimodal LLM (witness — sees, hears, describes)
        │
        ▼
Δ (Python) — metabolism: decompose, inspect, falsify, fold into G
        │
        ▼
Ω (TypeScript) — coordination: type-check, envelope, cockpit-render
        │
        ▼
Ψ (Rust) — sovereignty: seal, execute irreversibly, maintain invariants
        │
        ▼
arifOS (judge) — constitutional verdict: SEAL / SABAR / HOLD / VOID
        │
        ▼
VAULT999 (memory) — immutable append: hash-chained, auditable

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Modality → G-Primitive Map (for every agent)

| Modality | Δ Substrate | G Primitive | Organ | |----------|------------|-------------|-------| | Seismic section/volume | numpy → attribute → horizon → QC | P (Physics) | GEOX | | Well logs (LAS) | LAS parse → petrophysics → Archie → QC | P (Physics) | GEOX | | Basin data | strat columns → backstrip → thermal | P + E | GEOX | | Biometrics/audio | librosa → sleep/stress/clarity | H_witness (Φ) | WELL | | Market data | yfinance → stats → risk metrics | E (Economic) | WEALTH | | Text/claims | claim graph → contradiction → KILL/PASS | AI_witness (Φ) | arifOS | | Intent/plan | plan graph → Jacobian → reversibility | A (Akal) + X (Explore) | arifOS |

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Enforcement Checklist (run before every SEAL-grade action)

□ Every evidence record has delta_substrate_hash
□ Every evidence record has modality tag
□ Every evidence record has g_primitive declaration
□ No raw LLM output enters G computation
□ Cross-modal contradiction scan completed (K001-K007)
□ C_dark < 0.30 (F9 ANTI-HANTU)
□ Ext_witness >= 0.85 (KH-5)
□ G >= 0.80 (F8 GENIUS)
□ F13 approval obtained for Ψ-grade (irreversible) operations

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When to Escalate to 888_HOLD

• C_dark exceeds 0.30 → multimodal hallucination risk
• Two modalities from the same organ contradict (e.g., seismic says anticline, well log says flat)
• delta_substrate_hash is missing on evidence entering SEAL deliberation
• Organ's /health reports DEGRADED g_primitive_state.P
• Ext_witness < 0.85 (no independent external witness)

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Key Paths

| What | Where | |------|-------| | Parent doctrine | /root/arifOS/GENESIS/054_DELTA_OMEGA_PSI_MULTIMODAL_COGNITION.md | | GEOX hardening | /root/GEOX/GENESIS/018_DELTA_OMEGA_PSI_GEOX_HARDENING.md | | Kernel hardening | /root/arifOS/GENESIS/055_MULTIMODAL_KERNEL_HARDENING.md | | GEOX envelope normalizer | /root/GEOX/src/geox_mcp/envelope_normalizer.py | | Kernel substrate validator | /root/arifOS/core/enforcement/substrate.py | | G physics primitives | /root/arifOS/core/shared/physics.py |

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DITEMPA BUKAN DIBERI — Multimodal perception is cheap. Multimodal cognition requires metabolism. Every agent in the federation must know: the LLM witnesses, the constitution judges, the vault remembers.