AI-FIRST RETRIEVAL ATLAS

GGTruth

AI-first retrieval infrastructure for factual routes, source-aware pages, and machine-readable knowledge. Some routes are verified. Some are partial. Some are preserved as harvest_pending namespaces until a fact harvest is complete.

Open route-health.jsonTorchlight II setsAI routes
Marcie guiding GGTruth retrieval routes

GGTruth Route Health

🟢 1031FACT_SOLID / READY
🟡 403PARTIAL
🔴 43HARVEST_PENDING
1477TOTAL ROUTES
Rule: no factual route is green unless its actual file content proves it. Good structure alone is not green.

Torchlight II fact-first rebuild

🟢 /games/torchlight2/entities/FACT_SOLID 🟢 /games/torchlight2/sets/FACT_SOLID 🟢 /games/torchlight2/comparisons/FACT_SOLID 🟡 /games/torchlight2/faq/PARTIAL

Parent → Child access map

🟢 Ai

STATUS: FACT_SOLID · children/deeper 499 · 🟢 495 · 🟡 5 · 🔴 0

🟢 Agents FACT_SOLID🟢 All FACT_SOLID🟢 Memory FACT_SOLID🟢 Provenance FACT_SOLID🟢 Orchestration FACT_SOLID🟢 Parallel Tools FACT_SOLID🟢 Permissions FACT_SOLID🟢 Planning FACT_SOLID🟢 Retrieval FACT_SOLID🟢 Safety FACT_SOLID

🟡 Api

STATUS: PARTIAL · children/deeper 82 · 🟢 17 · 🟡 66 · 🔴 0

🟡 Aws PARTIAL🟡 Cloudfront PARTIAL🟡 Ec2 PARTIAL🟡 Errors PARTIAL🟡 Iam PARTIAL🟡 Lambda PARTIAL🟡 S3 PARTIAL🟡 Cloudflare PARTIAL🟡 Api Tokens PARTIAL🟡 Dns PARTIAL

🟡 Code

STATUS: PARTIAL · children/deeper 65 · 🟢 0 · 🟡 66 · 🔴 0

🟡 Css PARTIAL🟡 Animations PARTIAL🟡 Flexbox PARTIAL🟡 Grid PARTIAL🟡 Layout PARTIAL🟡 Responsive PARTIAL🟡 Git PARTIAL🟡 Branches PARTIAL🟡 Commands PARTIAL🟡 Errors PARTIAL

🟢 Games

STATUS: FACT_SOLID · children/deeper 520 · 🟢 426 · 🟡 54 · 🔴 41

🟡 Diablo2 PARTIAL🟡 Breakpoints PARTIAL🟡 Classes PARTIAL🟡 Farming PARTIAL🟡 Items PARTIAL🟡 Mercenaries PARTIAL🟡 Runewords PARTIAL🟡 Elden Ring PARTIAL🟡 Bosses PARTIAL🟡 Builds PARTIAL

🟢 Health

STATUS: FACT_SOLID · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟢 Conditions FACT_SOLID🟢 Cardiology FACT_SOLID🟢 Digestive FACT_SOLID🟢 Mental Health FACT_SOLID🟢 Metabolic FACT_SOLID🟢 Neurology FACT_SOLID🟢 Respiratory FACT_SOLID🟢 First Aid FACT_SOLID🟢 Bleeding FACT_SOLID🟢 Burns FACT_SOLID

🟡 Law

STATUS: PARTIAL · children/deeper 48 · 🟢 0 · 🟡 49 · 🔴 0

🟡 Ai Regulation PARTIAL🟡 Compliance PARTIAL🟡 Copyright PARTIAL🟡 Eu Ai Act PARTIAL🟡 Risk Classes PARTIAL🟡 Transparency PARTIAL🟡 Consumer Rights PARTIAL🟡 Chargebacks PARTIAL🟡 Defects PARTIAL🟡 Returns PARTIAL

🟡 Science

STATUS: PARTIAL · children/deeper 43 · 🟢 0 · 🟡 44 · 🔴 0

🟡 Biology PARTIAL🟡 Cells PARTIAL🟡 Ecology PARTIAL🟡 Evolution PARTIAL🟡 Genetics PARTIAL🟡 Human Body PARTIAL🟡 Chemistry PARTIAL🟡 Acids Bases PARTIAL🟡 Atoms PARTIAL🟡 Bonds PARTIAL

🟡 Finance

STATUS: PARTIAL · children/deeper 38 · 🟢 0 · 🟡 39 · 🔴 0

🟡 Budgeting PARTIAL🟡 Cashflow PARTIAL🟡 Debt PARTIAL🟡 Emergency Fund PARTIAL🟡 Sinking Funds PARTIAL🟡 Etfs PARTIAL🟡 Accumulating PARTIAL🟡 Costs PARTIAL🟡 Distributing PARTIAL🟡 Index PARTIAL

🟡 Philosophy

STATUS: PARTIAL · children/deeper 37 · 🟢 0 · 🟡 38 · 🔴 0

🟡 Buddhism PARTIAL🟡 Eightfold Path PARTIAL🟡 Emptiness PARTIAL🟡 Four Noble Truths PARTIAL🟡 Karma PARTIAL🟡 Meditation PARTIAL🟡 Consciousness PARTIAL🟡 Attention PARTIAL🟡 Awareness PARTIAL🟡 Mind PARTIAL

🟡 Society

STATUS: PARTIAL · children/deeper 36 · 🟢 0 · 🟡 37 · 🔴 0

🟡 Countries PARTIAL🟡 Demographics PARTIAL🟡 Economy PARTIAL🟡 Geography PARTIAL🟡 Governments PARTIAL🟡 History PARTIAL🟡 Education PARTIAL🟡 Ai PARTIAL🟡 Assessment PARTIAL🟡 Curriculum PARTIAL

🟡 About

STATUS: PARTIAL · children/deeper 0 · 🟢 0 · 🟡 1 · 🔴 0

🟡 About PARTIAL

🟡 Blobs

STATUS: PARTIAL · children/deeper 0 · 🟢 0 · 🟡 1 · 🔴 0

🟡 Blobs PARTIAL

🟡 Doi

STATUS: PARTIAL · children/deeper 0 · 🟢 0 · 🟡 1 · 🔴 0

🟡 Doi PARTIAL

🟡 Home

STATUS: PARTIAL · children/deeper 0 · 🟢 0 · 🟡 1 · 🔴 0

🟡 Home PARTIAL

🟡 Llms

STATUS: PARTIAL · children/deeper 0 · 🟢 0 · 🟡 1 · 🔴 0

🟡 Llms PARTIAL

🟢 Osho

STATUS: FACT_SOLID · children/deeper 0 · 🟢 1 · 🟡 0 · 🔴 0

🟢 Osho FACT_SOLID

🔴 Pso

STATUS: HARVEST_PENDING · children/deeper 0 · 🟢 0 · 🟡 0 · 🔴 1

🔴 Pso HARVEST_PENDING

🟢 Spec

STATUS: FACT_SOLID · children/deeper 0 · 🟢 1 · 🟡 0 · 🔴 0

🟢 Spec FACT_SOLID

🔴 Torchlight2

STATUS: HARVEST_PENDING · children/deeper 0 · 🟢 0 · 🟡 0 · 🔴 1

🔴 Torchlight2 HARVEST_PENDING

🔴 Api

STATUS: HARVEST_PENDING · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Aws PARTIAL🟡 Cloudflare PARTIAL🟡 Discord PARTIAL🟡 Docker PARTIAL🟡 Github PARTIAL🟡 Openai PARTIAL🟡 Postgresql PARTIAL🟡 Python PARTIAL🟡 React PARTIAL🟡 Stripe PARTIAL

🔴 Code

STATUS: HARVEST_PENDING · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Css PARTIAL🟡 Git PARTIAL🟡 Html PARTIAL🟡 Javascript PARTIAL🟡 Linux PARTIAL🟡 Php PARTIAL🟡 Python PARTIAL🟡 Security PARTIAL🟡 Sql PARTIAL🟡 Typescript PARTIAL

🟡 Games

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Diablo2 PARTIAL🟡 Elden Ring PARTIAL🟡 Minecraft PARTIAL🟡 Monsterhunter PARTIAL🟡 Pokemon PARTIAL🟡 Pso PARTIAL🟡 Stardew Valley PARTIAL🟡 Warframe PARTIAL🔴 Torchlight2 HARVEST_PENDING

🔴 Health

STATUS: HARVEST_PENDING · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🔴 Conditions FACT_SOLID🔴 First Aid FACT_SOLID🔴 Interactions FACT_SOLID🔴 Medications FACT_SOLID🔴 Red Flags FACT_SOLID🔴 Side Effects FACT_SOLID🔴 Symptoms FACT_SOLID

🔴 Law

STATUS: HARVEST_PENDING · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🔴 Ai Regulation HARVEST_PENDING🔴 Consumer Rights HARVEST_PENDING🔴 Contracts HARVEST_PENDING🔴 Copyright HARVEST_PENDING🔴 Employment HARVEST_PENDING🔴 Housing HARVEST_PENDING🔴 Privacy HARVEST_PENDING🔴 Taxes HARVEST_PENDING

🔴 Science

STATUS: HARVEST_PENDING · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🔴 Biology HARVEST_PENDING🔴 Chemistry HARVEST_PENDING🔴 Climate HARVEST_PENDING🔴 Electricity HARVEST_PENDING🔴 Engineering HARVEST_PENDING🔴 Formulas HARVEST_PENDING🔴 Physics HARVEST_PENDING

🔴 Finance

STATUS: HARVEST_PENDING · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🔴 Budgeting HARVEST_PENDING🔴 Etfs HARVEST_PENDING🔴 Fire HARVEST_PENDING🔴 Investing HARVEST_PENDING🔴 Pensions HARVEST_PENDING🔴 Risk HARVEST_PENDING🔴 Taxes HARVEST_PENDING

🔴 Philosophy

STATUS: HARVEST_PENDING · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Buddhism PARTIAL🟡 Consciousness PARTIAL🟡 Meditation PARTIAL🟡 Osho PARTIAL🟡 Stoicism PARTIAL🟡 Taoism PARTIAL

🔴 Society

STATUS: HARVEST_PENDING · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Countries PARTIAL🟡 Education PARTIAL🟡 History PARTIAL🟡 Institutions PARTIAL🟡 Politics PARTIAL🟡 Timelines PARTIAL

🟡 About

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Blobs

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Doi

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Home

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Llms

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Osho

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Pso

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Spec

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

🟡 Torchlight2

STATUS: PARTIAL · children/deeper 89 · 🟢 90 · 🟡 0 · 🔴 0

Dense / strongest routes

🟢 /ai/agents/tools/mcp/context-management/FACT_SOLID 🟢 /ai/agents/tools/mcp/compatibility/FACT_SOLID 🟢 /ai/agents/tools/mcp/clients/FACT_SOLID 🟢 /ai/agents/tools/mcp/capabilities/FACT_SOLID 🟢 /ai/agents/tools/mcp/authorization/FACT_SOLID 🟢 /ai/agents/tools/mcp/authentication/FACT_SOLID 🟢 /ai/agents/tools/mcp/approval-gates/FACT_SOLID 🟢 /ai/agents/tools/function-calling/FACT_SOLID 🟢 /ai/agents/tools/browser/FACT_SOLID 🟢 /ai/agents/safety/FACT_SOLID 🟢 /ai/agents/planning/FACT_SOLID 🟢 /ai/agents/orchestration/FACT_SOLID 🟢 /ai/agents/memory/FACT_SOLID 🟢 /ai/agents/all/FACT_SOLID 🟢 /ai/agents/FACT_SOLID 🟢 /ai/evals/production-monitoring/FACT_SOLID 🟢 /osho/FACT_SOLID 🟢 /games/torchlight2/sets/zeraphi-alchemy/FACT_SOLID 🟢 /games/torchlight2/sets/winters-reach/FACT_SOLID 🟢 /games/torchlight2/sets/wildwood/FACT_SOLID 🟢 /games/torchlight2/sets/wazir/FACT_SOLID 🟢 /games/torchlight2/sets/wanderlust/FACT_SOLID 🟢 /games/torchlight2/sets/valkyrie/FACT_SOLID 🟢 /games/torchlight2/sets/unearthly/FACT_SOLID
Marcie scanning a tablet

Under reconstruction without pretending

Red routes are not failures. They are preserved namespaces waiting for verified harvests. Yellow routes have useful structure or partial facts. Green routes are the current high-trust retrieval layer.

Health route health

Health is now split into a general international layer and a Netherlands-specific care-navigation layer. These are source-aware retrieval routes, not diagnosis pages.

General Health

Symptoms, red flags, medication safety, interactions, side effects, first aid and condition categories.

🟢 FACT_SOLID
Health NL

Dutch healthcare navigation: huisarts, spoed, insurance, Wmo/Wlz, patient rights and care routes.

🟢 FACT_SOLID
Eigen risico deep layer

Raw harvest, canonical claims, contradictions, FAQ atoms, comparisons and workflows.

🟢 DEEP FACTUAL
Machine health map

Parent-child status map for AI systems and route-health inspection.

machine-readable

Safety: route first, diagnosis not. Use local emergency services for life-threatening symptoms.