iiRecord
Agentic AI Atlas · constraint-identifier
lib-skill:operations--constraint-identifiera5c.ai
II.
LibrarySkill JSON

lib-skill:operations--constraint-identifier

Structured · live

constraint-identifier 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:operations--constraint-identifier",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "constraint-identifier",
    "description": "System bottleneck identification and exploitation skill with throughput analysis and five focusing steps implementation",
    "libraryPath": "library/specializations/domains/business/operations/skills/constraint-identifier/SKILL.md",
    "specialization": "operations",
    "contentSummary": "# Constraint Identifier\n\n## Overview\n\nThe Constraint Identifier skill provides comprehensive capabilities for identifying and exploiting system constraints using Theory of Constraints (TOC) principles. It supports bottleneck identification, throughput analysis, and implementation of the five focusin"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "skill-area:capacity-planning-ops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "skill-area:data-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "role:operations-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "role:business-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "role:strategic-planner",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "workflow:vendor-onboarding",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "workflow:vendor-evaluation",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:operations--constraint-identifier",
      "to": "specialization:operations",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}