# Forge Neural Registry — HC v1.1
> Source: https://forge.jasondmacdonald.com/forge-neural-registry
> Type: registry | ID: none

---
## hc-metadata
{
  "hc_version": "1.1",
  "hc_type": "registry",
  "registry_mode": "neural-intelligence",
  "title": "Forge Neural Registry",
  "description": "Living architecture for antifragile AI agents. Each failure → case study. Each pattern → framework. Auto-updates daily.",
  "owner": "Jason MacDonald",
  "created": "2026-04-14T00:00:00Z",
  "updated": "2026-04-14T06:00:00Z",
  "stats": {
    "problems_catalogued": 35,
    "problems_this_session": 13,
    "frameworks": 12,
    "decision_gate_lines": 533,
    "disk_recovered_gb": 82,
    "stale_tasks": 0,
    "failure_rate_reduction": "67%"
  },
  "sections": [
    "architecture",
    "problems",
    "self-healing-stack",
    "frameworks",
    "opportunities"
  ],
  "pages": [
    {
      "slug": "antifragile-self-healing",
      "title": "How Forge Heals Itself",
      "type": "whitepaper"
    },
    {
      "slug": "thinking-frameworks",
      "title": "12 Thinking Frameworks",
      "type": "frameworks"
    }
  ],
  "chatbot_context": {
    "purpose": "This registry documents how Forge (an autonomous AI operating system) detects, diagnoses, and fixes its own failures. Each PROB entry is a real production incident with root cause analysis and governance update. Use it to understand antifragile agent architecture.",
    "query_examples": [
      "What was the root cause of stale running tasks?",
      "How does abstraction climbing work?",
      "What's the Decision Gate?",
      "How does the self-healing stack work?",
      "What are the asymmetric opportunities?"
    ]
  }
}