ariffazil/AGI-emd-decode
skills/AGI-emd-decode/SKILL.md
Decompose upstream EMD output into typed, provenance-bound segments tied to ground truth before persistence or downstream consumption.
$ install --global
skillsauthnpx skillsauth add ariffazil/openclaw-workspace AGI-emd-decodeInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Jul 15, 2026, 4:58 AM298.6s1 file scanned
SKILL.md
- name:
- AGI-emd-decode
- description:
- Decompose upstream EMD output into typed, provenance-bound segments tied to ground truth before persistence or downstream consumption.
- forge_of:
- Kimi Code (FI-008) — EUREKA ZEN Phase 3 (audit gap fill)
- forged:
- 2026-07-12T18:28Z
- rationale:
- Audit showed only 2 of 244 active skills mention "decode". OpenClaw/333-AGI has no dedicated decode doctrine for output decomposition + ground-truth binding. Phase 3 gap fill.
- floor_scope:
- [F1, F2, F4, F8, F11, F13]
- tags:
- [emd, decode, output-decomposition, ground-truth]
- status:
- NEW (Phase 3 gap fill)
AGI · emd-decode
The
Din 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:
recordinarifos_memory(per segment schema)- or
evidence_idfor 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.
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