Dependency-free evidence core for AI agents: observation envelopes, provenance, memory continuity and claim gates to reduce hallucination drift.
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Updated
May 3, 2026 - Python
Dependency-free evidence core for AI agents: observation envelopes, provenance, memory continuity and claim gates to reduce hallucination drift.
Local-first integration kernel for safer AI agents: ObservationEnvelope, EvidenceStore, ActionGate and dry-run adapters before external execution.
Evidence-gated AI systems, local-first agent safety, memory continuity, MEDIOEVO tools, and GitHub Sponsors hub.
ActionGate primitives for approve/review/block decisions, residue ledgers and auditable AI action review.
Public-safe Claudio 24/7 regulator kernel: host pressure, source retention, publication gates and evidence reports for local AI workstations.
Local-first ActionGate for AI agents: APPROVE/REVIEW/BLOCK decisions with evidence, receptors, human review and SQLite audit trails.
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