Since March 2025 this is genesis project for D-PC Messenger, focused on local context technology for AI personalization.

Open source prior art disclosure — specialized workstation systems for AI robotic systems

Defensive Publication: Zero-cost claim verification for multi-LLM fusion systems. Establishes prior art for Cross-Provider Fact Mesh (CPFM).

Defensive publication: intact diatom frustules as a phononic metamaterial damping composite in a polymer matrix. Concept only, not a measurement.

Defensive publication: capability-scoped task envelopes + reserved-file token broker for concurrent AI coding agents.

An open-source diatom-frustule lithium–sulfur battery concept — defensive publication and physics-inspired simulations. Hypothesis, not result.

Defensive publication: per-route fail-closed vs fail-open multi-provider LLM gateway routing bound to the semantic route class.

Defensive publication: a two-tier attention queue with an exactly-once triage invariant for burst-resilient, cost-bounded LLM agents.

Defensive publication: tiered-boot microkernel assembler for AI-agent platforms — Tier-0 operable before any AI loads.

Prior-art defensive publication: a DB-backed Task record owns a unit of work and arbitrates concurrent human/AI-agent writes in lieu of git-branch ownership.

Lightweight Agentic Communication Protocol (LACP) & Tribunal Consensus Specification. A Layer 7 application protocol and governance standard for secure, type-safe, and consensus-driven coordination between autonomous AI agents. Includes formal JSON schemas for Context and Vote objects used in the Tribunal sycophancy detection system.

Defensive publication: auto-provisioning per-agent email mailboxes with two-id resolution and credential rehydration.

Defensive publication: idle-time multi-source agent scanner with role gates and per-action-type layered cooldowns.

Defensive publication: boot-time resource-provider RBAC with path-scoped, wildcard role resolution for AI platforms

CogStack — persistent AI cognition and multi-vendor cognitive stacking. Defensive publication / prior art (MIT).

Defensive publication: per-action-type confidence bands with rolling recalibration and an auto/escalate/review routing trichotomy for AI agents.

Defensive publication: idle-triggered, weighted/cooldown/availability-gated curiosity engine for AI agents.

Defensive publication: real-time voice agent pipeline with call-time lazy key routing, per-persona provider selection, and three-stage latency telemetry.

EthicalSwarm — a governance framework for ethically-bound multi-agent systems. Defensive publication / prior art (MIT).

Defensive publication: learned dynamic-soaring flight controller for large electric/hybrid aircraft with hardware-isolated FMCW wave-clearance safety supervisor and passenger-comfort-shaped reward. Concept only, not a result.