iiRecord
Agentic AI Atlas · vector-memory
lib-skill:shared--vector-memorya5c.ai
II.
LibrarySkill JSON

lib-skill:shared--vector-memory

Structured · live

vector-memory 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--vector-memory",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "vector-memory",
    "description": "HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.",
    "libraryPath": "library/methodologies/ruflo/skills/vector-memory/SKILL.md",
    "contentSummary": "- Building and querying knowledge graphs for project context\n- Managing cross-session memory across project/local/user scopes\n- Fast similarity search for routing decisions\n\n## HNSW Performance\n\n- Search latency: ~61 microseconds\n- Query throughput: ~16,400 QPS\n- Configurable embedding dimensions (d"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:shared--vector-memory",
      "to": "skill-area:agentic-loops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--vector-memory",
      "to": "skill-area:orchestration-loop",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--vector-memory",
      "to": "topic:developer-experience",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--vector-memory",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--vector-memory",
      "to": "role:tech-lead",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--vector-memory",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--vector-memory",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}