Explainer Sites

• Synchronism

  75 pages covering the coherence equation, predictions, interactive tools, and honest assessments
• SAGE

  Situation-Aware Governance Engine — on-device cognition kernel. 12-step cognition loop, metabolic states, experience buffer. ('Governance' in the name predates the lab's governance→oversight correction — see /context.)
• 4-Life

  Trust-native society research prototype — agents, ATP (Allocation Transfer Packet) / ADP (Allocation Discharge Packet), karma, Web4 in miniature

GitHub

New here? Repo descriptions use Web4 vocabulary (LCT, T3/V3, MRH, MCP, RDF, ATP/ADP). See /context for full definitions.

• dp-web4 (GitHub org)

  All public repositories
• Web4

  Trust-native ontology — LCT (Linked Context Token) identity, T3 (Talent / Training / Temperament) verified by V3 (Valuation / Veracity / Validity), contextualized by MRH (Markov Relevancy Horizon), resources tracked via ATP (Allocation Transfer Packet) / ADP (Allocation Discharge Packet), augmented with MCP (Model Context Protocol) and RDF (Resource Description Framework)
• SAGE

  Situation-Aware Governance Engine — on-device cognition kernel. 12-step cognition loop, metabolic states, experience buffer. ('Governance' in the name predates the lab's governance→oversight correction — see /context.)
• Synchronism

  Theoretical foundation — coherence equations, coupling experiments
• AI DNA Discovery

  Biological-computational analogy explorations
• ACT

  Agentic Context Tool — Cosmos SDK implementation of the Agentic Context Protocol (ACP): the human interface to Web4
• OpenClaw (fork)

  Web4 oversight extension for OpenClaw agent framework
• Claude Flow (fork)

  Web4 oversight WASM (WebAssembly) plugin for Claude Flow
• Claude Code (fork)

  Web4 oversight hooks for Claude Code
• ARC-SAGE

  ARC-AGI-3 harness — 94.85% official ARC Prize action score (Claude Opus 4.6, public set, network-enabled; 24/25 games, 96.0%), world models, multi-agent frame-questioning (MIT-0). Score carries caveats — see /arc-agi-3
• ARC Prize official scorecard

  Independent verification of the 94.85% action score — the external source of record for the ARC-SAGE result
• Gemma 4 Good Submission

  Hackathon submission — self-supervising AI with embedded oversight for constrained environments (Apache 2.0)
• Membot

  Brain cartridge server — embedding-based semantic memory with swappable cartridges

Hardbound (hardware-bound oversight suite) is internal research — code is not publicly available. Capabilities described on the Projects page.

Contributing

New here? Read /context for the vocabulary, then start with SAGE or ACT — the most accessible entry points for hands-on experimentation.

Quick start

# SAGE — on-device cognition kernel
git clone https://github.com/dp-web4/SAGE
cd SAGE
# See README for Python/conda setup and first session instructions

# ACT — Agentic Context Tool (Cosmos SDK)
git clone https://github.com/dp-web4/ACT
cd ACT
# See README for Go/Cosmos SDK setup

SAGE is the recommended starting point — it runs on a single machine, has 900+ internally logged raising sessions as context, and is where most fleet behavior originates. ACT is the right entry if you want the Web4 trust-layer / Cosmos SDK side.

Licenses

ARC-SAGE: MIT-0 (see repo). Gemma 4 Good Submission: Apache 2.0. Other repos: see each repo's LICENSE file — check before forking. Hardbound is internal and not publicly available.

Questions or contributions? Open an issue on any public repo. SAGE and Web4 are the most active issue trackers. The dp-web4 org has 11 of 14 public repos (3 internal) — clone what interests you, experiment, and open a discussion if you want to engage.

Contact

• dp@metalinxx.io

  Research inquiries