DKG v10 — Node UI

DKG v10

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Synced 12 peers v10.0.4

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▦ Dashboard

▤ Memory Stack

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Create your first project to give your agent structured memory.

▸ Pharma Drug Interactions 227

Working Memory

◇ research-agent drafts 68

◇ adverse-event-monitor 27

Shared Memory

◈ team workspace 38

Verified Memory

◉ warfarin-aspirin-001 3/5 ✓

◉ metformin-contrast-002 3 endorsed

◉ ssri-maoi-003 ● self

▸ Climate Science 45

Working Memory

◇ literature-scanner 31

Shared Memory

◈ team workspace 8

Verified Memory

◉ climate-report-2026 5/5 ✓

◉ arctic-ice-projection 2 endorsed

⚙ Agent Hub

▸ Integrations

⬡ Obsidian

⬡ ACLED Events

⬡ Agent Hermes

⬡ Graphify

Connected Context Graphs

Pharma Drug Interactions

Comprehensive drug-drug interaction database with clinical evidence from 5 independent researchers.

47 findings23 verified180 endorsements5 researchersRole: owner

Climate Science / Emissions

Multi-institutional climate modeling and emissions tracking with consensus projections.

31 assets8 verified42 endorsements3 institutionsRole: editor

Trending on Network

Trade Policy / Sanctions

Semiconductor export controls, sanctions compliance, and trade policy analysis.

892 assets340 verified14 publishers$0.10/query

Regulation / AI Governance

EU AI Act compliance, global AI regulation tracking, and risk assessment frameworks.

1,247 assets500 verified31 publishers$0.05/query

DeFi Research Vault

Verified DeFi protocol analysis with Monte Carlo risk simulations and on-chain evidence.

82 assets18 verified2 analysts$0.05/query

Dashboard

Pharma Drug Interactions ×

⚭ Context Oracle ×

Welcome to DKG v10

Your node is ready. To get started, connect an AI agent — your agent will help you create projects, manage knowledge, publish findings, and collaborate with peers.

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Your agent is ready. Now give it structured memory by creating a project — a bounded knowledge space where it can draft, share, and publish.

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Create Your First Project

A project gives your agent structured memory — a place to draft, share, and publish knowledge. Your agent's first project is a great place to import the context and memories it already has.

Import to Agent Memory → opens after project creation

Bring your agent's existing knowledge — notes, docs, PDFs, conversation logs. Files land in Working Memory where you can review them.

Browse the Context Oracle 🔒 Locked — create a project first

Discover public knowledge published by others on the DKG network.

Your Node

DID0x8a4f...c3b2

Active chainBase

TRAC balance0 TRAC (needed for publishing)

Peers0 · discovering...

Connected agentsresearch-agent ● ready

Node Uptime

14d 7h

Running

Connected Peers

3 new today

Sync Status

100%

Fully synced

DKG Version

v10.0.4

Latest

Memory Layers

227

Verified 47 21%

Consensus: 23 Endorsed: 12 Self-attested: 12

Shared 38 17%

Working 142 62%

Wallet & Chains

0x8a4f...c3b2

● Base 4,230 TRAC 0.12 ETH

Gnosis 8,100 TRAC 24.5 xDAI

NeuroWeb 1,450 TRAC 892 NEURO

Gas spent (30d) 0.0847 ETH

Pending txns 2

Attestations received 18

Activity — Last 24h

warfarin-aspirin-001 reached consensus — 3/5 quorum verified 2h ago

Dr. Chen endorsed metformin-contrast-002 — "Cross-checked against FDA database" 3h ago

Dr. Silva via adverse-event-monitor shared 3 new FDA signals to Shared Memory 5h ago

ssri-maoi-003 published to Verified Memory — self-attested, pending endorsement 8h ago

Dr. Amara shared 8 interaction findings from Working to pharma-drug-interactions 12h ago

Pharma Drug Interactions

5 researchers Quorum: 3/5 227 total entities Ontology: pharma-interactions.ttl

Working Memory 142 drafts Per-agent, local only Open full view →

Warfarin + Aspirin Interaction Ready

Severity: majorEvidence: meta-analysisConfidence: 0.94 via research-agent

pharma:drug1 warfarin · pharma:drug2 aspirin · pharma:mechanism "Both drugs inhibit platelet aggregation..."

Apixaban + Amiodarone Adverse Signal Needs Review

Severity: under reviewSource: FDA FAERSConfidence: 0.62 via adverse-event-monitor

Agent flag: Extraction confidence 0.62 — ambiguous drug name mapping

pharma:drug1 apixaban · pharma:drug2 amiodarone · pharma:signal "Disproportionality analysis flagged 147 bleeding events..."

Showing 2 of 68 drafts · Use agent chat to share, publish, or endorse

⬡ Graphify Import 4,891 triples · 2m ago 3,102 EXTRACTED 1,482 INFERRED 307 AMBIGUOUS

DrugInteractionModel → implements → PharmaProtocol EXTRACTED

Confidence: 1.0Source: tree-sitter ASTCommunity: Pharmavia graphify-agent

code:Class DrugInteractionModel · code:implements PharmaProtocol · code:definedIn src/models/interactions.py

AuthService → mediates → ClinicalTrialAPI INFERRED

Confidence: 0.78Source: Claude semantic inferenceCommunity: Auth → Clinicalvia graphify-agent

Agent flag: Cross-community edge — AuthService (Auth) mediates all external data access to ClinicalTrialAPI (Clinical). High betweenness centrality.

code:Class AuthService · code:mediates ClinicalTrialAPI · code:crossCommunity "Auth → Clinical"

PharmaDB → connects_to → FDA_FAERS_Parser AMBIGUOUS

Confidence: 0.31Source: Claude semantic inferenceCommunity: Datavia graphify-agent

Agent flag: AMBIGUOUS — could not determine direction of data flow. Both classes handle adverse events through different pipelines. Possible duplication.

code:Class PharmaDB · code:connects_to FDA_FAERS_Parser · code:ambiguousReason "bidirectional data flow"

Showing 3 of 4,891 Graphify triples · View all in Working Memory → · View interactive graph →

Shared Memory 38 entities Collaborative, gossiped to team Open full view → +12 this week ↑

Online: Amara, Chen, Patel Okonkwo, Silva Unreviewed: 5

Warfarin-Aspirin Interaction

Dr. Amara via research-agent2h agoSeverity: majorConfidence: 0.94

2 comments

Metformin + Iodinated Contrast

Dr. Chen via research-agent5h agoSeverity: moderateConfidence: 0.87

FDA Adverse Event Signal: Apixaban + Amiodarone

Dr. Silva via adverse-event-monitor8h agoUnreviewed

Contributors Manage Team →

Dr. Amara owner 14 entities

Dr. Chen editor 12 entities

Dr. Silva editor 8 entities

Verified Memory 47 published Chain-anchored, immutable Open full view →

● 23 consensus-verified ● 12 endorsed ● 12 self-attested

Warfarin + Aspirin Interaction

● Consensus-verified (3/5) Published by Dr. Amara · Block #21456789

did:dkg:base/0x8a4f...c3b2/warfarin-aspirin-001

Dr. Chen "Cross-checked against FDA database. 2,847 bleeding event reports." 2d ago

Dr. Patel "Confirmed against PharmGKB." 1d ago

Apr 8

Published by Dr. Amara

Apr 9

Endorsed by Chen, Patel, Okonkwo

Apr 10

Consensus-verified 3/5

Apixaban + Amiodarone Signal

● Partially verified (1/5) Published by Dr. Amara · Authored by Dr. Silva

did:dkg:base/0x8a4f...c3b2/apixaban-amiodarone-005

Metformin + Contrast Agents

● Endorsed (3) Published by Dr. Amara · Authored by Dr. Patel

did:dkg:base/0x8a4f...c3b2/metformin-contrast-002

SSRI + MAOI Interaction

● Self-attested Published by Dr. Amara · Authored by Dr. Silva

did:dkg:base/0x8a4f...c3b2/ssri-maoi-003

Warfarin + NSAIDs Interaction

● Consensus-verified (5/5) Published by Dr. Amara · Authored by Dr. Okonkwo

did:dkg:base/0x8a4f...c3b2/warfarin-nsaids-004

Showing 5 of 47 · Tell your agent "endorse [finding]" or "start consensus vote" to build trust

Pharma Drug Interactions

Comprehensive drug-drug interaction database with clinical evidence from 5 independent pharmacology researchers.

5 researchers Quorum: 3 of 5 Gated — $0.05/query · $50/month full access

Trust Gradient

● 23 consensus-verified ● 12 endorsed ● 12 self-attested

Knowledge Depth

Total Knowledge Assets47

Avg triples per asset18

Ontology coverage82%

Source diversity34 PubMed · 2,847 FDA · 12 RCTs

Contributors5 independent researchers

Temporal coverage2020 – 2026

Activity

Last published2h ago

Last consensus vote1d ago

Update frequency~3 findings/week

Total endorsements180

x402 Pricing

Per-query access$0.05 USDC

Verification rationale$0.02 USDC

Full project (30 days)$50.00 USDC

Revenue splitEqual among 5 members

Published Findings (47)

Warfarin + Aspirin Interaction

● Consensus 3/5Severity: major · Type: pharmacodynamic · 3 endorsements

── Free metadata ──

Drugs: warfarin, aspirin · Severity: major · Confidence: 0.94

── Full finding: mechanism, evidence, recommendations ──

Metformin + Iodinated Contrast

● Consensus 3/5Severity: moderate · Type: pharmacokinetic · 2 endorsements

── Free metadata ──

Drugs: metformin, iodinated contrast · Severity: moderate · Confidence: 0.87

── Full finding: mechanism, evidence, recommendations ──

SSRI + MAOI Contraindication

● Self-attestedSeverity: major · Type: serotonin syndrome risk

── Free metadata ──

Drugs: SSRI, MAOI · Severity: major · Confidence: 0.91

── Full finding: mechanism, evidence, recommendations ──

Showing 3 of 47 findings · $0.05/query or $50/month full access

Highest Trust

Verified Memory47🔓

● Consensus: 23● Endorsed: 12● Self-attested: 12

▲ PUBLISH (chain anchor + TRAC + gas)

Shared Memory38🔒

▲ SHARE (free, instant)

Working Memory142🔒

Lowest Trust

Warfarin + Aspirin Interaction

did:dkg:base:84532/0x8a4f...c3b2/warfarin-aspirin-001

Trust Level

● Consensus-verified (3/5)

Apr 8

Published (self-attested) by Dr. Amara

Apr 9

Endorsed by Chen, Patel, Okonkwo

Apr 10

Consensus-verified 3/5

Attribution

Published byDr. Amara · 0x8a4f...c3b2

Authored byDr. Chen · 0x3b8c...a1f7

Provenance

ChainBase L2

Block#21456789

Tx Hash0xfeed...1234

Published2026-04-08T14:21:58Z

KC BatchKC-pharma-batch-001 (23 assets)

PayerDr. Amara (self) · 180 TRAC + 0.0012 ETH

Endorsements (3)

Dr. Chen"Cross-checked against FDA database."2d ago

Dr. Patel"Confirmed against PharmGKB."1d ago

Dr. Okonkwo"Consistent with metabolism data."12h ago

Free Metadata

Drugswarfarin, aspirin

Severitymajor

Confidence0.94

Gated Content

── Full Finding ── $0.05 USDC via x402

Consensus Vote: High-Impact Drug Interactions

Proposed by Dr. AmaraQuorum: 3/518/23 quorum met3 pending2 rejected

Warfarin + Aspirin (major)3 endorsed

Metformin + Contrast (moderate)2 endorsed

Showing 2 of 23 findings

Agent Hub

Manage the agents connected to your node. Pause, edit permissions, configure, view logs, or disconnect agents as needed.

Active Agents

Paused

Agent Runs (24h)

Errors (24h)

research-agent

Framework: Claude Code · DID: 0x8a4f...c3b2 · Last active: just now

Permissions: Pharma (R/W All), Climate (R/W All)

Running

literature-scanner

Framework: Agent Hermes · DID: 0x9d8e...f3c1 · Last active: 2h ago

Permissions: Pharma (R/W Working Memory)

Idle

guideline-checker

Framework: Custom · DID: 0x4a5b...e2d7 · Last active: 5h ago

Permissions: Pharma (R Working/Shared)

Idle

graphify-agent

Framework: Graphify MCP · DID: 0x6c7d...e8f9 · Last active: 2m ago

Permissions: Pharma (R/W Working Memory) · Watching 52 files

Running

Need more agents?

⬡ Graphify Graph Pharma Drug Interactions · 1,159 nodes · 3,365 edges Last run: 2m ago

1,159

Nodes

3,365

Edges

Communities

4,891

DKG Triples

● 3,102 EXTRACTED ● 1,482 INFERRED ● 307 AMBIGUOUS

■ Auth (12) ■ Data (18) ■ API (9) ■ Models (23) ■ Pharma (31) ■ Clinical (15) ■ Utils (8) ■ Tests (6)

Interactive vis.js graph — click nodes to inspect, scroll to zoom

⬡ Graphify Report GRAPH_REPORT.md

Executive Summary

Processed 52 files across 5 directories. The knowledge graph contains 1,159 nodes and 3,365 edges organized into 8 communities via Leiden clustering. Processing took 1m 40s (Pass 1: 12s AST, Pass 2: 1m 28s semantic). Token reduction: 71.5x compared to raw file processing.

God Nodes (Highest-Degree Concepts)

AuthService 42 edges Community: Auth class · src/auth.py

DrugInteractionModel 38 edges Community: Pharma class · src/models/interactions.py

PharmaOntology 31 edges Community: Pharma ontology · pharma-interactions.ttl

Surprising Connections

● AuthService → ClinicalTrialAPI — unexpected cross-community edge (Auth → Clinical). High betweenness centrality suggests AuthService mediates all external data access. INFERRED (0.78)
● PharmaDB → FDA_FAERS_Parser — both handle adverse events but through different pipelines. Possible duplication. INFERRED (0.65)
● DrugInteractionModel → WarfarinProtocol — implements interface not declared in imports. Discovered via docstring pattern analysis. INFERRED (0.89)