The Ecosystem

Each project serves a distinct role, but they share a common substrate: the Web4 equation, RDF-backed identity, and recursive learning through both success and failure. Synchronism provides the equations. Web4 provides the ontology. SAGE provides the cognition. Hardbound provides the oversight.

Web4 = MCP + RDF + LCT + T3/V3*MRH + ATP/ADP

/ = “verified by”   * = “contextualized by”   + = “augmented with”

Projects

Web4

public

Trust-native ontology. Linked Context Tokens (LCTs), T3/V3 trust tensors, Markov Relevancy Horizons, ATP/ADP resource cycles — all backed by RDF triples. The shared language everything else speaks.

Repo →

SAGE

public

On-device AI orchestrator. Continuous consciousness loop (IRP), metabolic states, experience buffer, sleep consolidation, hardware-bound identity. The missing layer between a local LLM and useful cognition. ModelAdapter serves as a dictionary entity — per-model-family JSON configs handle prompt formatting, response cleaning, and capabilities. New models need only a config file. PolicyGate sits at step 8.5 of the consciousness loop — a conscience checkpoint between deliberation and action, using the same IRP contract as all plugins.

Site →Repo →

Synchronism

public

Theoretical foundation. One coherence equation across 80 orders of magnitude — quantum to cosmic. Coupling-coherence experiments, Hill function kinetics, presence/MRH refinement.

Site →Repo →

Hardbound

private

Enterprise oversight suite. Hardware binding in progress — real TPM 2.0 binding implemented privately, not yet public. Policy model (Phi-4 Mini), attack defense (263-270), accountability chains. AttestationEnvelope provides unified hardware trust across TPM2/FIDO2/Secure Enclave with software fallback. The trust layer that touches silicon.

ACT

public

Agentic Context Tool — the human interface to Web4. Cosmos SDK implementation of the Agentic Context Protocol (ACP), enabling humans to interact with MCP servers through their Linked Context Tokens.

Repo →

Governance Plugins

public

Web4 governance model (audit trails, policy gating, trust tracking) implemented as plugins for three agent platforms: OpenClaw/MoltBot (TypeScript extension), Claude Flow (WASM plugin), and Claude Code (Python hooks). Same principles, different substrates.

OpenClaw →Claude Flow →Claude Code →

AI DNA Discovery

public

Explorations in biological-computational analogy. The fractal DNA blueprint — each entity instantiates the full Web4 stack at its own scale. Operational recursion, not structural.

Repo →

4-Life

public

Research prototype exploring trust-native societies for humans and AI. Agents earn ATP, build trust, die, and are reborn with karma carried forward — a Web4 society in miniature.

Site →

SNARC

public

Salience-gated memory for Claude Code. A plugin that observes tool use, scores on 5 salience dimensions (Surprise, Novelty, Arousal, Reward, Conflict), and builds structured memory with dream cycles. Captures what matters, forgets what doesn't, consolidates patterns while sleeping.

Site →

How they connect

Every project instantiates the same pattern at a different scale. Synchronism discovers the equations. Web4 encodes them as ontology. SAGE runs them as cognition. Hardbound enforces them as oversight. This isn't unification for its own sake — it's fractal leverage: pragmatic reuse of what works in one place, everywhere.

The Hill function describes enzyme binding AND trust formation not because of a philosophical desire to unify, but because it's the same mechanism. Self-similar patterns applied at different scales.