{
  "id": "skill-area:rate-limiting",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/rate-limiting.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Rate Limiting",
    "description": "Rate limiting strategies: token bucket, leaky bucket, fixed and\nsliding windows, distributed limiters backed by Redis, per-tenant\nquotas, and graceful 429 response patterns with Retry-After.\n",
    "domains": [
      "topic:rate-limiting",
      "domain:web-development"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:rate-limiting",
      "to": "topic:rate-limiting",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:API-rate-limiting-design",
      "to": "skill-area:rate-limiting",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:backend-api-design",
      "to": "skill-area:rate-limiting",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "stack-part:api-gateway",
      "to": "skill-area:rate-limiting",
      "kind": "stack_part_used_by",
      "attributes": {}
    },
    {
      "from": "stack-profile:rate-limiting-api-throttle",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:slack-discord-bot",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:webhook-relay-proxy",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area"
    },
    {
      "from": "lib-skill:sdk-platform-development--rate-limiter-designer",
      "to": "skill-area:rate-limiting",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "role:trading-systems-engineer",
      "to": "skill-area:rate-limiting",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:backend-engineer",
      "to": "skill-area:rate-limiting",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "workflow:execution-algorithm-optimization",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:market-making-parameter-tuning",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:api-design-review",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:mcp-server-certification",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:api-gateway-migration",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:api-rate-limiting-tuning",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:load-balancer-config-review",
      "to": "skill-area:rate-limiting",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}