iiRecord
Agentic AI Atlas · self-optimization
lib-skill:shared--self-optimizationa5c.ai
II.
LibrarySkill JSON

lib-skill:shared--self-optimization

Structured · live

self-optimization json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:shared--self-optimization",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "self-optimization",
    "description": "SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning feedback loops.",
    "libraryPath": "library/methodologies/ruflo/skills/self-optimization/SKILL.md",
    "contentSummary": "- Improving routing and agent selection over time\n- Adapting to new project patterns without forgetting old ones\n- Building cross-session intelligence\n\n## SONA Cycle\n\n1. **Extract Patterns** - Mine execution data for recurring patterns\n2. **RETRIEVE** - Search ReasoningBank for matching traje"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:shared--self-optimization",
      "to": "skill-area:agentic-loops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--self-optimization",
      "to": "skill-area:orchestration-loop",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--self-optimization",
      "to": "topic:developer-experience",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--self-optimization",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--self-optimization",
      "to": "role:tech-lead",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--self-optimization",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--self-optimization",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}