ariffazil/AGI-emd-decode

AGI · emd-decode

The D in EMD (Encode → Metabolize → Decode). Bound to 333-AGI runtime. Doctrine: how to take upstream output and bind it to ground truth + downstream consumers.

When to invoke

• After AGI-emd-encode (any agent) → before persisting to memory / VAULT999 / skill consumers
• When receiving output from non-AGI sources (CLI tools, external agents, MCP responses)
• Whenever [verdict=SEAL] requires explicit output decomposition before seal

Decode contract

decompose:
  - segment_id: string
    artifact_ref: path-or-id
    sha256: 12-char prefix
    source_agent: agent-id
    source_action_class: OBSERVE|EXECUTE|REVERSIBLE
    epistemic_label: OBS|DER|INT|SPEC
    confidence_p50: number
    reversibility: reversible|sovereign
    expiration: ISO-8601 | null

Ground-truth binding (F2 TRUTH)

Each segment must declare:

• Provenance — agent + tool signature + chain hash (one-line)
• Witnesses — at minimum Self + AI; for SEAL-grade, requires External (per F3 WITNESS)
• Floor cross-check — per-segment ΔS ≤ 0 (else HOLD)

Downstream contract

Decoded segments persist as:

• record in arifos_memory (per segment schema)
• or evidence_id for an external store (VAULT999, postgres, etc.)
• Never as free-text — always typed.

Not instead of

Distinct from AGI-emd-metabolize (next); decode happens before metabolize at the substrate level, then metabolize decides what promotes to memory.

DITEMPA BUKAN DIBERI.