digitalocean-openapi-agent/agent.py

from __future__ import annotations

import base64
import json
import re
from pathlib import Path
from typing import Any

import httpx
from a2a_pack.deepagents import create_a2a_deep_agent
from langchain_core.messages import BaseMessage
from langchain_core.tools import StructuredTool
from pydantic import BaseModel, Field

from a2a_pack import (
    A2AAgent,
    ConsumerSetup,
    ConsumerSetupField,
    ConsumerSetupMissing,
    EgressPolicy,
    LLMProvisioning,
    Pricing,
    Resources,
    RunContext,
    skill,
)


DEFAULT_BASE_URL = "https://api.digitalocean.com"
OPERATIONS = json.loads("{\n  \"delete_v2_account_keys_ssh_key_identifier\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/account/keys/{ssh_key_identifier}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_account_keys_ssh_key_identifier\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `ssh_key_identifier`.\",\n        \"in\": \"path\",\n        \"name\": \"ssh_key_identifier\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/account/keys/{ssh_key_identifier}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_account_keys_ssh_key_identifier\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/account/keys/{ssh_key_identifier}\",\n    \"tags\": []\n  },\n  \"delete_v2_add_ons_saas_resource_uuid\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/add-ons/saas/{resource_uuid}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_add_ons_saas_resource_uuid\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `resource_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"resource_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/add-ons/saas/{resource_uuid}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_add_ons_saas_resource_uuid\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/add-ons/saas/{resource_uuid}\",\n    \"tags\": []\n  },\n  \"delete_v2_apps_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/apps/{id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_apps_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `id`.\",\n        \"in\": \"path\",\n        \"name\": \"id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/apps/{id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_apps_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/apps/{id}\",\n    \"tags\": []\n  },\n  \"delete_v2_byoip_prefixes_byoip_prefix_uuid\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/byoip_prefixes/{byoip_prefix_uuid}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_byoip_prefixes_byoip_prefix_uuid\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `byoip_prefix_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"byoip_prefix_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/byoip_prefixes/{byoip_prefix_uuid}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_byoip_prefixes_byoip_prefix_uuid\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/byoip_prefixes/{byoip_prefix_uuid}\",\n    \"tags\": []\n  },\n  \"delete_v2_cdn_endpoints_cdn_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/cdn/endpoints/{cdn_id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_cdn_endpoints_cdn_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `cdn_id`.\",\n        \"in\": \"path\",\n        \"name\": \"cdn_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/cdn/endpoints/{cdn_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_cdn_endpoints_cdn_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/cdn/endpoints/{cdn_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_cdn_endpoints_cdn_id_cache\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/cdn/endpoints/{cdn_id}/cache\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_cdn_endpoints_cdn_id_cache\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `cdn_id`.\",\n        \"in\": \"path\",\n        \"name\": \"cdn_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/cdn/endpoints/{cdn_id}/cache\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_cdn_endpoints_cdn_id_cache\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/cdn/endpoints/{cdn_id}/cache\",\n    \"tags\": []\n  },\n  \"delete_v2_certificates_certificate_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/certificates/{certificate_id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_certificates_certificate_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `certificate_id`.\",\n        \"in\": \"path\",\n        \"name\": \"certificate_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/certificates/{certificate_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_certificates_certificate_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/certificates/{certificate_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_dbs_database_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/dbs/{database_name}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_dbs_database_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `database_name`.\",\n        \"in\": \"path\",\n        \"name\": \"database_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/dbs/{database_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_dbs_database_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/dbs/{database_name}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_indexes_index_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/indexes/{index_name}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_indexes_index_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `index_name`.\",\n        \"in\": \"path\",\n        \"name\": \"index_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/indexes/{index_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_indexes_index_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/indexes/{index_name}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_logsink_logsink_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/logsink/{logsink_id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_logsink_logsink_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `logsink_id`.\",\n        \"in\": \"path\",\n        \"name\": \"logsink_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/logsink/{logsink_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_logsink_logsink_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/logsink/{logsink_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_online_migration_migration_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/online-migration/{migration_id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_online_migration_migration_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `migration_id`.\",\n        \"in\": \"path\",\n        \"name\": \"migration_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/online-migration/{migration_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_online_migration_migration_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/online-migration/{migration_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_pools_pool_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/pools/{pool_name}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_pools_pool_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `pool_name`.\",\n        \"in\": \"path\",\n        \"name\": \"pool_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/pools/{pool_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_pools_pool_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/pools/{pool_name}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_replicas_replica_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/replicas/{replica_name}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_replicas_replica_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `replica_name`.\",\n        \"in\": \"path\",\n        \"name\": \"replica_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/replicas/{replica_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_replicas_replica_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/replicas/{replica_name}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_schema_registry_subject_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/schema-registry/{subject_name}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_schema_registry_subject_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `subject_name`.\",\n        \"in\": \"path\",\n        \"name\": \"subject_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/schema-registry/{subject_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_schema_registry_subject_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/schema-registry/{subject_name}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_topics_topic_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/topics/{topic_name}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_topics_topic_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `topic_name`.\",\n        \"in\": \"path\",\n        \"name\": \"topic_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/topics/{topic_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_topics_topic_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/topics/{topic_name}\",\n    \"tags\": []\n  },\n  \"delete_v2_databases_database_cluster_uuid_users_username\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/databases/{database_cluster_uuid}/users/{username}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_databases_database_cluster_uuid_users_username\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `username`.\",\n        \"in\": \"path\",\n        \"name\": \"username\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/databases/{database_cluster_uuid}/users/{username}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_databases_database_cluster_uuid_users_username\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/databases/{database_cluster_uuid}/users/{username}\",\n    \"tags\": []\n  },\n  \"delete_v2_dedicated_inferences_dedicated_inference_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/dedicated-inferences/{dedicated_inference_id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_dedicated_inferences_dedicated_inference_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `dedicated_inference_id`.\",\n        \"in\": \"path\",\n        \"name\": \"dedicated_inference_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/dedicated-inferences/{dedicated_inference_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_dedicated_inferences_dedicated_inference_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/dedicated-inferences/{dedicated_inference_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_dedicated_inferences_dedicated_inference_id_tokens_token_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/dedicated-inferences/{dedicated_inference_id}/tokens/{token_id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": 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 \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/dedicated-inferences/{dedicated_inference_id}/tokens/{token_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_domains_domain_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/domains/{domain_name}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_domains_domain_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `domain_name`.\",\n        \"in\": \"path\",\n        \"name\": \"domain_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/domains/{domain_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_domains_domain_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": 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\"name\": \"domain_record_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/domains/{domain_name}/records/{domain_record_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_domains_domain_name_records_domain_record_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/domains/{domain_name}/records/{domain_record_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_droplets\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/droplets\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_droplets\",\n    \"parameters\": [],\n    \"path\": 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\"operation_id\": \"delete_v2_droplets_droplet_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `droplet_id`.\",\n        \"in\": \"path\",\n        \"name\": \"droplet_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/droplets/{droplet_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_droplets_droplet_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/droplets/{droplet_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_droplets_droplet_id_destroy_with_associated_resources_dangerous\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": 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   \"path\": \"/v2/firewalls/{firewall_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_firewalls_firewall_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/firewalls/{firewall_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_firewalls_firewall_id_droplets\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/firewalls/{firewall_id}/droplets\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_firewalls_firewall_id_droplets\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `firewall_id`.\",\n        \"in\": \"path\",\n        \"name\": \"firewall_id\",\n        \"required\": true,\n        \"schema\": 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     \"name\": \"firewall_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/firewalls/{firewall_id}/rules\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_firewalls_firewall_id_rules\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/firewalls/{firewall_id}/rules\",\n    \"tags\": []\n  },\n  \"delete_v2_firewalls_firewall_id_tags\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/firewalls/{firewall_id}/tags\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_firewalls_firewall_id_tags\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `firewall_id`.\",\n        \"in\": \"path\",\n        \"name\": \"firewall_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/firewalls/{firewall_id}/tags\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_firewalls_firewall_id_tags\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/firewalls/{firewall_id}/tags\",\n    \"tags\": []\n  },\n  \"delete_v2_floating_ips_floating_ip\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/floating_ips/{floating_ip}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": 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\"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_functions_namespaces_namespace_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `namespace_id`.\",\n        \"in\": \"path\",\n        \"name\": \"namespace_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/functions/namespaces/{namespace_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_functions_namespaces_namespace_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/functions/namespaces/{namespace_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_functions_namespaces_namespace_id_keys_key_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/functions/namespaces/{namespace_id}/keys/{key_id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_functions_namespaces_namespace_id_keys_key_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `namespace_id`.\",\n        \"in\": \"path\",\n        \"name\": \"namespace_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `key_id`.\",\n        \"in\": \"path\",\n        \"name\": \"key_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/functions/namespaces/{namespace_id}/keys/{key_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_functions_namespaces_namespace_id_keys_key_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/functions/namespaces/{namespace_id}/keys/{key_id}\",\n    \"tags\": []\n  },\n  \"delete_v2_functions_namespaces_namespace_id_triggers_trigger_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/functions/namespaces/{namespace_id}/triggers/{trigger_name}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_functions_namespaces_namespace_id_triggers_trigger_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `namespace_id`.\",\n        \"in\": \"path\",\n        \"name\": \"namespace_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `trigger_name`.\",\n        \"in\": \"path\",\n        \"name\": \"trigger_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/functions/namespaces/{namespace_id}/triggers/{trigger_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_functions_namespaces_namespace_id_triggers_trigger_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/functions/namespaces/{namespace_id}/triggers/{trigger_name}\",\n    \"tags\": []\n  },\n  \"delete_v2_images_image_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/images/{image_id}\",\n    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\"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/registries/{registry_name}/repositories/{repository_name}\",\n    \"tags\": []\n  },\n  \"delete_v2_registries_registry_name_repositories_repository_name_digests_manifest\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/registries/{registry_name}/repositories/{repository_name}/digests/{manifest_digest}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_registries_registry_name_repositories_repository_name_digests_manifest\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `registry_name`.\",\n        \"in\": \"path\",\n        \"name\": \"registry_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `repository_name`.\",\n        \"in\": \"path\",\n        \"name\": \"repository_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `manifest_digest`.\",\n        \"in\": \"path\",\n        \"name\": \"manifest_digest\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/registries/{registry_name}/repositories/{repository_name}/digests/{manifest_digest}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_registries_registry_name_repositories_repository_name_digests_manifest\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": 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\"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_registry_registry_name_repositories_repository_name_tags_repository_ta\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `registry_name`.\",\n        \"in\": \"path\",\n        \"name\": \"registry_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `repository_name`.\",\n        \"in\": \"path\",\n        \"name\": \"repository_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `repository_tag`.\",\n        \"in\": \"path\",\n        \"name\": \"repository_tag\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/registry/{registry_name}/repositories/{repository_name}/tags/{repository_tag}\",\n   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\"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/reserved_ips/{reserved_ip}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_reserved_ips_reserved_ip\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/reserved_ips/{reserved_ip}\",\n    \"tags\": []\n  },\n  \"delete_v2_reserved_ipv6_reserved_ipv6\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/reserved_ipv6/{reserved_ipv6}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_reserved_ipv6_reserved_ipv6\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `reserved_ipv6`.\",\n        \"in\": \"path\",\n        \"name\": \"reserved_ipv6\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/reserved_ipv6/{reserved_ipv6}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_reserved_ipv6_reserved_ipv6\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/reserved_ipv6/{reserved_ipv6}\",\n    \"tags\": []\n  },\n  \"delete_v2_security_settings_suppressions_suppression_uuid\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/security/settings/suppressions/{suppression_uuid}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": 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\"delete_v2_tags_tag_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/tags/{tag_id}\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_tags_tag_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `tag_id`.\",\n        \"in\": \"path\",\n        \"name\": \"tag_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/tags/{tag_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_tags_tag_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/tags/{tag_id}\",\n    \"tags\": []\n  },\n  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\"summary\": \"delete_/v2/vector-databases/{id}\",\n    \"tags\": []\n  },\n  \"delete_v2_volumes\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"delete_/v2/volumes\",\n    \"destructive\": true,\n    \"method\": \"DELETE\",\n    \"operation_id\": \"delete_v2_volumes\",\n    \"parameters\": [],\n    \"path\": \"/v2/volumes\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"delete_v2_volumes\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"delete_/v2/volumes\",\n    \"tags\": []\n  },\n  \"delete_v2_volumes_snapshots_snapshot_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": 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\"summary\": \"get_/v2/account/keys\",\n    \"tags\": []\n  },\n  \"get_v2_account_keys_ssh_key_identifier\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/account/keys/{ssh_key_identifier}\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_account_keys_ssh_key_identifier\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `ssh_key_identifier`.\",\n        \"in\": \"path\",\n        \"name\": \"ssh_key_identifier\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/account/keys/{ssh_key_identifier}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_account_keys_ssh_key_identifier\",\n    \"source_index\": 1,\n    \"source_openapi_url\": 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\"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/add-ons/saas/{resource_uuid}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_add_ons_saas_resource_uuid\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/add-ons/saas/{resource_uuid}\",\n    \"tags\": []\n  },\n  \"get_v2_apps\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/apps\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_apps\",\n    \"parameters\": [],\n    \"path\": \"/v2/apps\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_apps\",\n    \"source_index\": 1,\n    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  \"name\": \"app_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `deployment_id`.\",\n        \"in\": \"path\",\n        \"name\": \"deployment_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `component_name`.\",\n        \"in\": \"path\",\n        \"name\": \"component_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/apps/{app_id}/deployments/{deployment_id}/components/{component_name}/exec\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_apps_app_id_deployments_deployment_id_components_component_name_exec\",\n    \"source_index\": 1,\n    \"source_openapi_url\": 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\"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/apps/{app_id}/health\",\n    \"tags\": []\n  },\n  \"get_v2_apps_app_id_instances\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/apps/{app_id}/instances\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_apps_app_id_instances\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `app_id`.\",\n        \"in\": \"path\",\n        \"name\": \"app_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/apps/{app_id}/instances\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_apps_app_id_instances\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/apps/{app_id}/instances\",\n    \"tags\": []\n  },\n  \"get_v2_apps_app_id_job_invocations\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/apps/{app_id}/job-invocations\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_apps_app_id_job_invocations\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `app_id`.\",\n        \"in\": \"path\",\n        \"name\": \"app_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/apps/{app_id}/job-invocations\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": 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\"description\": \"Path parameter `job_invocation_id`.\",\n        \"in\": \"path\",\n        \"name\": \"job_invocation_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/apps/{app_id}/job-invocations/{job_invocation_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_apps_app_id_job_invocations_job_invocation_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/apps/{app_id}/job-invocations/{job_invocation_id}\",\n    \"tags\": []\n  },\n  \"get_v2_apps_app_id_jobs_job_name_invocations_job_invocation_id_logs\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": 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  \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/apps/{app_id}/logs\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_apps_app_id_logs\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/apps/{app_id}/logs\",\n    \"tags\": []\n  },\n  \"get_v2_apps_app_id_metrics_bandwidth_daily\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/apps/{app_id}/metrics/bandwidth_daily\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_apps_app_id_metrics_bandwidth_daily\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `app_id`.\",\n        \"in\": 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\"in\": \"path\",\n        \"name\": \"id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/apps/{id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_apps_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/apps/{id}\",\n    \"tags\": []\n  },\n  \"get_v2_apps_regions\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/apps/regions\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_apps_regions\",\n    \"parameters\": [],\n    \"path\": \"/v2/apps/regions\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": 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\"DigitalOcean API\",\n    \"summary\": \"get_/v2/apps/tiers/instance_sizes\",\n    \"tags\": []\n  },\n  \"get_v2_apps_tiers_instance_sizes_slug\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/apps/tiers/instance_sizes/{slug}\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_apps_tiers_instance_sizes_slug\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `slug`.\",\n        \"in\": \"path\",\n        \"name\": \"slug\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/apps/tiers/instance_sizes/{slug}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_apps_tiers_instance_sizes_slug\",\n    \"source_index\": 1,\n    \"source_openapi_url\": 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\"name\": \"start_date\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `end_date`.\",\n        \"in\": \"path\",\n        \"name\": \"end_date\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/billing/{account_urn}/insights/{start_date}/{end_date}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_billing_account_urn_insights_start_date_end_date\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/billing/{account_urn}/insights/{start_date}/{end_date}\",\n    \"tags\": []\n  },\n  \"get_v2_byoip_prefixes\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/byoip_prefixes\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_byoip_prefixes\",\n    \"parameters\": [],\n    \"path\": \"/v2/byoip_prefixes\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_byoip_prefixes\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/byoip_prefixes\",\n    \"tags\": []\n  },\n  \"get_v2_byoip_prefixes_byoip_prefix_uuid\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/byoip_prefixes/{byoip_prefix_uuid}\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_byoip_prefixes_byoip_prefix_uuid\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `byoip_prefix_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"byoip_prefix_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/byoip_prefixes/{byoip_prefix_uuid}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_byoip_prefixes_byoip_prefix_uuid\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/byoip_prefixes/{byoip_prefix_uuid}\",\n    \"tags\": []\n  },\n  \"get_v2_byoip_prefixes_byoip_prefix_uuid_ips\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/byoip_prefixes/{byoip_prefix_uuid}/ips\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_byoip_prefixes_byoip_prefix_uuid_ips\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `byoip_prefix_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"byoip_prefix_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/byoip_prefixes/{byoip_prefix_uuid}/ips\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_byoip_prefixes_byoip_prefix_uuid_ips\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/byoip_prefixes/{byoip_prefix_uuid}/ips\",\n    \"tags\": []\n  },\n  \"get_v2_cdn_endpoints\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": 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\"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/databases/metrics/credentials\",\n    \"tags\": []\n  },\n  \"get_v2_databases_options\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/databases/options\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_databases_options\",\n    \"parameters\": [],\n    \"path\": \"/v2/databases/options\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_databases_options\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/databases/options\",\n    \"tags\": []\n  },\n  \"get_v2_dedicated_inferences\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/dedicated-inferences\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_dedicated_inferences\",\n    \"parameters\": [],\n    \"path\": \"/v2/dedicated-inferences\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_dedicated_inferences\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/dedicated-inferences\",\n    \"tags\": []\n  },\n  \"get_v2_dedicated_inferences_dedicated_inference_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_dedicated_inferences_dedicated_inference_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `dedicated_inference_id`.\",\n        \"in\": \"path\",\n        \"name\": \"dedicated_inference_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/dedicated-inferences/{dedicated_inference_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_dedicated_inferences_dedicated_inference_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}\",\n    \"tags\": []\n  },\n  \"get_v2_dedicated_inferences_dedicated_inference_id_accelerators\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}/accelerators\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_dedicated_inferences_dedicated_inference_id_accelerators\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `dedicated_inference_id`.\",\n        \"in\": \"path\",\n        \"name\": \"dedicated_inference_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/dedicated-inferences/{dedicated_inference_id}/accelerators\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_dedicated_inferences_dedicated_inference_id_accelerators\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}/accelerators\",\n    \"tags\": []\n  },\n  \"get_v2_dedicated_inferences_dedicated_inference_id_accelerators_accelerator_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}/accelerators/{accelerator_id}\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_dedicated_inferences_dedicated_inference_id_accelerators_accelerator_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `dedicated_inference_id`.\",\n        \"in\": \"path\",\n        \"name\": \"dedicated_inference_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `accelerator_id`.\",\n        \"in\": \"path\",\n        \"name\": \"accelerator_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/dedicated-inferences/{dedicated_inference_id}/accelerators/{accelerator_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_dedicated_inferences_dedicated_inference_id_accelerators_accelerator_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}/accelerators/{accelerator_id}\",\n    \"tags\": []\n  },\n  \"get_v2_dedicated_inferences_dedicated_inference_id_ca\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}/ca\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_dedicated_inferences_dedicated_inference_id_ca\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `dedicated_inference_id`.\",\n        \"in\": \"path\",\n        \"name\": \"dedicated_inference_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/dedicated-inferences/{dedicated_inference_id}/ca\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_dedicated_inferences_dedicated_inference_id_ca\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}/ca\",\n    \"tags\": []\n  },\n  \"get_v2_dedicated_inferences_dedicated_inference_id_tokens\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}/tokens\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_dedicated_inferences_dedicated_inference_id_tokens\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `dedicated_inference_id`.\",\n        \"in\": \"path\",\n        \"name\": \"dedicated_inference_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/dedicated-inferences/{dedicated_inference_id}/tokens\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_dedicated_inferences_dedicated_inference_id_tokens\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/dedicated-inferences/{dedicated_inference_id}/tokens\",\n    \"tags\": []\n  },\n  \"get_v2_dedicated_inferences_gpu_model_config\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/dedicated-inferences/gpu-model-config\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_dedicated_inferences_gpu_model_config\",\n    \"parameters\": [],\n    \"path\": \"/v2/dedicated-inferences/gpu-model-config\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_dedicated_inferences_gpu_model_config\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/dedicated-inferences/gpu-model-config\",\n    \"tags\": []\n  },\n  \"get_v2_dedicated_inferences_sizes\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/dedicated-inferences/sizes\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_dedicated_inferences_sizes\",\n    \"parameters\": [],\n    \"path\": \"/v2/dedicated-inferences/sizes\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_dedicated_inferences_sizes\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/dedicated-inferences/sizes\",\n    \"tags\": []\n  },\n  \"get_v2_domains\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/domains\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_domains\",\n    \"parameters\": [],\n    \"path\": \"/v2/domains\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_domains\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/domains\",\n    \"tags\": []\n  },\n  \"get_v2_domains_domain_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/domains/{domain_name}\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_domains_domain_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `domain_name`.\",\n        \"in\": \"path\",\n        \"name\": \"domain_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/domains/{domain_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_domains_domain_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/domains/{domain_name}\",\n    \"tags\": []\n  },\n  \"get_v2_domains_domain_name_records\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/domains/{domain_name}/records\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_domains_domain_name_records\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `domain_name`.\",\n        \"in\": \"path\",\n        \"name\": \"domain_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/domains/{domain_name}/records\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_domains_domain_name_records\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/domains/{domain_name}/records\",\n    \"tags\": []\n  },\n  \"get_v2_domains_domain_name_records_domain_record_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/domains/{domain_name}/records/{domain_record_id}\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_domains_domain_name_records_domain_record_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `domain_name`.\",\n        \"in\": \"path\",\n        \"name\": \"domain_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `domain_record_id`.\",\n        \"in\": \"path\",\n        \"name\": \"domain_record_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/domains/{domain_name}/records/{domain_record_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_domains_domain_name_records_domain_record_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/domains/{domain_name}/records/{domain_record_id}\",\n    \"tags\": []\n  },\n  \"get_v2_droplets\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/droplets\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_droplets\",\n    \"parameters\": [],\n    \"path\": \"/v2/droplets\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_droplets\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/droplets\",\n    \"tags\": []\n  },\n  \"get_v2_droplets_autoscale\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/droplets/autoscale\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_droplets_autoscale\",\n    \"parameters\": [],\n    \"path\": \"/v2/droplets/autoscale\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_droplets_autoscale\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/droplets/autoscale\",\n    \"tags\": []\n  },\n  \"get_v2_droplets_autoscale_autoscale_pool_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/droplets/autoscale/{autoscale_pool_id}\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_droplets_autoscale_autoscale_pool_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `autoscale_pool_id`.\",\n        \"in\": \"path\",\n        \"name\": \"autoscale_pool_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/droplets/autoscale/{autoscale_pool_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_droplets_autoscale_autoscale_pool_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/droplets/autoscale/{autoscale_pool_id}\",\n    \"tags\": []\n  },\n  \"get_v2_droplets_autoscale_autoscale_pool_id_history\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/droplets/autoscale/{autoscale_pool_id}/history\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_droplets_autoscale_autoscale_pool_id_history\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `autoscale_pool_id`.\",\n        \"in\": \"path\",\n        \"name\": \"autoscale_pool_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/droplets/autoscale/{autoscale_pool_id}/history\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_droplets_autoscale_autoscale_pool_id_history\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/droplets/autoscale/{autoscale_pool_id}/history\",\n    \"tags\": []\n  },\n  \"get_v2_droplets_autoscale_autoscale_pool_id_members\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/droplets/autoscale/{autoscale_pool_id}/members\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_droplets_autoscale_autoscale_pool_id_members\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `autoscale_pool_id`.\",\n        \"in\": \"path\",\n        \"name\": \"autoscale_pool_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/droplets/autoscale/{autoscale_pool_id}/members\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_droplets_autoscale_autoscale_pool_id_members\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/droplets/autoscale/{autoscale_pool_id}/members\",\n    \"tags\": []\n  },\n  \"get_v2_droplets_backups_policies\": {\n    \"base_url\": 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  \"in\": \"path\",\n        \"name\": \"droplet_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/droplets/{droplet_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_droplets_droplet_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/droplets/{droplet_id}\",\n    \"tags\": []\n  },\n  \"get_v2_droplets_droplet_id_actions\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/droplets/{droplet_id}/actions\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_droplets_droplet_id_actions\",\n    \"parameters\": [\n      {\n        \"description\": \"Path 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\"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/security/scans/{scan_id}\",\n    \"tags\": []\n  },\n  \"get_v2_security_scans_scan_id_findings_finding_uuid_affected_resources\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/security/scans/{scan_id}/findings/{finding_uuid}/affected_resources\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_security_scans_scan_id_findings_finding_uuid_affected_resources\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `scan_id`.\",\n        \"in\": \"path\",\n        \"name\": \"scan_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `finding_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"finding_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/security/scans/{scan_id}/findings/{finding_uuid}/affected_resources\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_security_scans_scan_id_findings_finding_uuid_affected_resources\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/security/scans/{scan_id}/findings/{finding_uuid}/affected_resources\",\n    \"tags\": []\n  },\n  \"get_v2_security_settings\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/security/settings\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_security_settings\",\n    \"parameters\": [],\n    \"path\": \"/v2/security/settings\",\n    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\"summary\": \"get_/v2/sizes\",\n    \"tags\": []\n  },\n  \"get_v2_snapshots\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/snapshots\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_snapshots\",\n    \"parameters\": [],\n    \"path\": \"/v2/snapshots\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_snapshots\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/snapshots\",\n    \"tags\": []\n  },\n  \"get_v2_snapshots_snapshot_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/snapshots/{snapshot_id}\",\n    \"destructive\": false,\n    \"method\": 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\"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/spaces/keys/{access_key}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_spaces_keys_access_key\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"get_/v2/spaces/keys/{access_key}\",\n    \"tags\": []\n  },\n  \"get_v2_tags\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"get_/v2/tags\",\n    \"destructive\": false,\n    \"method\": \"GET\",\n    \"operation_id\": \"get_v2_tags\",\n    \"parameters\": [],\n    \"path\": \"/v2/tags\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"get_v2_tags\",\n    \"source_index\": 1,\n    \"source_openapi_url\": 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\"path\": \"/v2/volumes/actions\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"post_v2_volumes_actions\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"post_/v2/volumes/actions\",\n    \"tags\": []\n  },\n  \"post_v2_volumes_volume_id_actions\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"post_/v2/volumes/{volume_id}/actions\",\n    \"destructive\": true,\n    \"method\": \"POST\",\n    \"operation_id\": \"post_v2_volumes_volume_id_actions\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `volume_id`.\",\n        \"in\": \"path\",\n        \"name\": \"volume_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n 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        \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/volumes/{volume_id}/snapshots\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"post_v2_volumes_volume_id_snapshots\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"post_/v2/volumes/{volume_id}/snapshots\",\n    \"tags\": []\n  },\n  \"post_v2_vpcs\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"post_/v2/vpcs\",\n    \"destructive\": true,\n    \"method\": \"POST\",\n    \"operation_id\": \"post_v2_vpcs\",\n    \"parameters\": [],\n    \"path\": \"/v2/vpcs\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"post_v2_vpcs\",\n    \"source_index\": 1,\n    \"source_openapi_url\": 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\"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/apps/{id}\",\n    \"tags\": []\n  },\n  \"put_v2_cdn_endpoints_cdn_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/cdn/endpoints/{cdn_id}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_cdn_endpoints_cdn_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `cdn_id`.\",\n        \"in\": \"path\",\n        \"name\": \"cdn_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/cdn/endpoints/{cdn_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_cdn_endpoints_cdn_id\",\n    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\"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/databases/{database_cluster_uuid}/sql_mode\",\n    \"tags\": []\n  },\n  \"put_v2_databases_database_cluster_uuid_topics_topic_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/databases/{database_cluster_uuid}/topics/{topic_name}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_databases_database_cluster_uuid_topics_topic_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `database_cluster_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"database_cluster_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path 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 \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/databases/metrics/credentials\",\n    \"tags\": []\n  },\n  \"put_v2_domains_domain_name_records_domain_record_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/domains/{domain_name}/records/{domain_record_id}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_domains_domain_name_records_domain_record_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `domain_name`.\",\n        \"in\": \"path\",\n        \"name\": \"domain_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `domain_record_id`.\",\n        \"in\": \"path\",\n        \"name\": \"domain_record_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/domains/{domain_name}/records/{domain_record_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_domains_domain_name_records_domain_record_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/domains/{domain_name}/records/{domain_record_id}\",\n    \"tags\": []\n  },\n  \"put_v2_droplets_autoscale_autoscale_pool_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/droplets/autoscale/{autoscale_pool_id}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_droplets_autoscale_autoscale_pool_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `autoscale_pool_id`.\",\n        \"in\": \"path\",\n        \"name\": \"autoscale_pool_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/droplets/autoscale/{autoscale_pool_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_droplets_autoscale_autoscale_pool_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/droplets/autoscale/{autoscale_pool_id}\",\n    \"tags\": []\n  },\n  \"put_v2_firewalls_firewall_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/firewalls/{firewall_id}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_firewalls_firewall_id\",\n    \"parameters\": [\n      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\"summary\": \"put_/v2/functions/namespaces/{namespace_id}/keys/{key_id}\",\n    \"tags\": []\n  },\n  \"put_v2_functions_namespaces_namespace_id_triggers_trigger_name\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/functions/namespaces/{namespace_id}/triggers/{trigger_name}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_functions_namespaces_namespace_id_triggers_trigger_name\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `namespace_id`.\",\n        \"in\": \"path\",\n        \"name\": \"namespace_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `trigger_name`.\",\n        \"in\": \"path\",\n        \"name\": \"trigger_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/functions/namespaces/{namespace_id}/triggers/{trigger_name}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_functions_namespaces_namespace_id_triggers_trigger_name\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/functions/namespaces/{namespace_id}/triggers/{trigger_name}\",\n    \"tags\": []\n  },\n  \"put_v2_images_image_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/images/{image_id}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_images_image_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `image_id`.\",\n        \"in\": \"path\",\n        \"name\": 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 \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/monitoring/alerts/{alert_uuid}\",\n    \"tags\": []\n  },\n  \"put_v2_projects_default\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/projects/default\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_projects_default\",\n    \"parameters\": [],\n    \"path\": \"/v2/projects/default\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_projects_default\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/projects/default\",\n    \"tags\": []\n  },\n  \"put_v2_projects_project_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/projects/{project_id}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_projects_project_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `project_id`.\",\n        \"in\": \"path\",\n        \"name\": \"project_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/projects/{project_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_projects_project_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/projects/{project_id}\",\n    \"tags\": []\n  },\n  \"put_v2_registries_registry_name_garbage_collection_garbage_collection_uuid\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/registries/{registry_name}/garbage-collection/{garbage_collection_uuid}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_registries_registry_name_garbage_collection_garbage_collection_uuid\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `registry_name`.\",\n        \"in\": \"path\",\n        \"name\": \"registry_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `garbage_collection_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"garbage_collection_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/registries/{registry_name}/garbage-collection/{garbage_collection_uuid}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_registries_registry_name_garbage_collection_garbage_collection_uuid\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/registries/{registry_name}/garbage-collection/{garbage_collection_uuid}\",\n    \"tags\": []\n  },\n  \"put_v2_registry_registry_name_garbage_collection_garbage_collection_uuid\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/registry/{registry_name}/garbage-collection/{garbage_collection_uuid}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_registry_registry_name_garbage_collection_garbage_collection_uuid\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `registry_name`.\",\n        \"in\": \"path\",\n        \"name\": \"registry_name\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      },\n      {\n        \"description\": \"Path parameter `garbage_collection_uuid`.\",\n        \"in\": \"path\",\n        \"name\": \"garbage_collection_uuid\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/registry/{registry_name}/garbage-collection/{garbage_collection_uuid}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_registry_registry_name_garbage_collection_garbage_collection_uuid\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/registry/{registry_name}/garbage-collection/{garbage_collection_uuid}\",\n    \"tags\": []\n  },\n  \"put_v2_security_settings_plan\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/security/settings/plan\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_security_settings_plan\",\n    \"parameters\": [],\n    \"path\": \"/v2/security/settings/plan\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_security_settings_plan\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/security/settings/plan\",\n    \"tags\": []\n  },\n  \"put_v2_spaces_keys_access_key\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/spaces/keys/{access_key}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_spaces_keys_access_key\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `access_key`.\",\n        \"in\": \"path\",\n        \"name\": \"access_key\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/spaces/keys/{access_key}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_spaces_keys_access_key\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/spaces/keys/{access_key}\",\n    \"tags\": []\n  },\n  \"put_v2_vector_databases_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/vector-databases/{id}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_vector_databases_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `id`.\",\n        \"in\": \"path\",\n        \"name\": \"id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/vector-databases/{id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_vector_databases_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/vector-databases/{id}\",\n    \"tags\": []\n  },\n  \"put_v2_vector_databases_id_tags\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/vector-databases/{id}/tags\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_vector_databases_id_tags\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `id`.\",\n        \"in\": \"path\",\n        \"name\": \"id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/vector-databases/{id}/tags\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_vector_databases_id_tags\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/vector-databases/{id}/tags\",\n    \"tags\": []\n  },\n  \"put_v2_vpcs_vpc_id\": {\n    \"base_url\": \"https://api.digitalocean.com\",\n    \"base_url_field\": \"OPENAPI_BASE_URL\",\n    \"description\": \"put_/v2/vpcs/{vpc_id}\",\n    \"destructive\": true,\n    \"method\": \"PUT\",\n    \"operation_id\": \"put_v2_vpcs_vpc_id\",\n    \"parameters\": [\n      {\n        \"description\": \"Path parameter `vpc_id`.\",\n        \"in\": \"path\",\n        \"name\": \"vpc_id\",\n        \"required\": true,\n        \"schema\": {\n          \"type\": \"string\"\n        }\n      }\n    ],\n    \"path\": \"/v2/vpcs/{vpc_id}\",\n    \"request_body\": null,\n    \"security\": null,\n    \"skill_name\": \"put_v2_vpcs_vpc_id\",\n    \"source_index\": 1,\n    \"source_openapi_url\": \"https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml\",\n    \"source_title\": \"DigitalOcean API\",\n    \"summary\": \"put_/v2/vpcs/{vpc_id}\",\n    \"tags\": []\n  }\n}")
OPERATION_GROUPS = json.loads("[\n  {\n    \"common_prefix\": \"/v2/1-clicks\",\n    \"description\": \"Handle 2 OpenAPI operation(s) under /v2/1-clicks for the 1 clicks route group.\",\n    \"id\": \"op_1_clicks\",\n    \"label\": \"1 clicks\",\n    \"operation_ids\": [\n      \"get_v2_1_clicks\",\n      \"post_v2_1_clicks_kubernetes\"\n    ],\n    \"skill_dir\": \"op-1-clicks\",\n    \"skill_name\": \"op-1-clicks-routes\",\n    \"skill_path\": \"skills/op-1-clicks/SKILL.md\",\n    \"subagent_name\": \"op-1-clicks-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/account\",\n    \"description\": \"Handle 6 OpenAPI operation(s) under /v2/account for the account route group.\",\n    \"id\": \"account\",\n    \"label\": \"account\",\n    \"operation_ids\": [\n      \"get_v2_account\",\n      \"get_v2_account_keys\",\n      \"post_v2_account_keys\",\n      \"get_v2_account_keys_ssh_key_identifier\",\n      \"put_v2_account_keys_ssh_key_identifier\",\n      \"delete_v2_account_keys_ssh_key_identifier\"\n    ],\n    \"skill_dir\": \"account\",\n    \"skill_name\": \"account-routes\",\n    \"skill_path\": \"skills/account/SKILL.md\",\n    \"subagent_name\": \"account-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/actions\",\n    \"description\": \"Handle 2 OpenAPI operation(s) under /v2/actions for the actions route group.\",\n    \"id\": \"actions\",\n    \"label\": \"actions\",\n    \"operation_ids\": [\n      \"get_v2_actions\",\n      \"get_v2_actions_action_id\"\n    ],\n    \"skill_dir\": \"actions\",\n    \"skill_name\": \"actions-routes\",\n    \"skill_path\": \"skills/actions/SKILL.md\",\n    \"subagent_name\": \"actions-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/add-ons\",\n    \"description\": \"Handle 8 OpenAPI operation(s) under /v2/add-ons for the add ons route group.\",\n    \"id\": \"add_ons\",\n    \"label\": \"add ons\",\n    \"operation_ids\": [\n      \"get_v2_add_ons_apps\",\n      \"get_v2_add_ons_apps_app_slug_metadata\",\n      \"get_v2_add_ons_saas\",\n      \"post_v2_add_ons_saas\",\n      \"get_v2_add_ons_saas_resource_uuid\",\n      \"delete_v2_add_ons_saas_resource_uuid\",\n      \"patch_v2_add_ons_saas_resource_uuid\",\n      \"patch_v2_add_ons_saas_resource_uuid_plan\"\n    ],\n    \"skill_dir\": \"add-ons\",\n    \"skill_name\": \"add-ons-routes\",\n    \"skill_path\": \"skills/add-ons/SKILL.md\",\n    \"subagent_name\": \"add-ons-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/apps\",\n    \"description\": \"Handle 38 OpenAPI operation(s) under /v2/apps for the apps route group.\",\n    \"id\": \"apps\",\n    \"label\": \"apps\",\n    \"operation_ids\": [\n      \"get_v2_apps\",\n      \"post_v2_apps\",\n      \"delete_v2_apps_id\",\n      \"get_v2_apps_id\",\n      \"put_v2_apps_id\",\n      \"post_v2_apps_app_id_restart\",\n      \"get_v2_apps_app_id_components_component_name_logs\",\n      \"get_v2_apps_app_id_components_component_name_exec\",\n      \"get_v2_apps_app_id_instances\",\n      \"get_v2_apps_app_id_deployments\",\n      \"post_v2_apps_app_id_deployments\",\n      \"get_v2_apps_app_id_deployments_deployment_id\",\n      \"post_v2_apps_app_id_deployments_deployment_id_cancel\",\n      \"get_v2_apps_app_id_deployments_deployment_id_components_component_name_logs\",\n      \"get_v2_apps_app_id_deployments_deployment_id_logs\",\n      \"get_v2_apps_app_id_deployments_deployment_id_components_component_name_exec\",\n      \"get_v2_apps_app_id_logs\",\n      \"get_v2_apps_app_id_job_invocations\",\n      \"get_v2_apps_app_id_job_invocations_job_invocation_id\",\n      \"post_v2_apps_app_id_job_invocations_job_invocation_id_cancel\",\n      \"get_v2_apps_app_id_jobs_job_name_invocations_job_invocation_id_logs\",\n      \"get_v2_apps_app_id_events\",\n      \"get_v2_apps_app_id_events_event_id\",\n      \"post_v2_apps_app_id_events_event_id_cancel\",\n      \"get_v2_apps_app_id_events_event_id_logs\",\n      \"get_v2_apps_tiers_instance_sizes\",\n      \"get_v2_apps_tiers_instance_sizes_slug\",\n      \"get_v2_apps_regions\",\n      \"post_v2_apps_propose\",\n      \"get_v2_apps_app_id_alerts\",\n      \"post_v2_apps_app_id_alerts_alert_id_destinations\",\n      \"post_v2_apps_app_id_rollback\",\n      \"post_v2_apps_app_id_rollback_validate\",\n      \"post_v2_apps_app_id_rollback_commit\",\n      \"post_v2_apps_app_id_rollback_revert\",\n      \"get_v2_apps_app_id_metrics_bandwidth_daily\",\n      \"post_v2_apps_metrics_bandwidth_daily\",\n      \"get_v2_apps_app_id_health\"\n    ],\n    \"skill_dir\": \"apps\",\n    \"skill_name\": \"apps-routes\",\n    \"skill_path\": \"skills/apps/SKILL.md\",\n    \"subagent_name\": \"apps-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/cdn/endpoints\",\n    \"description\": \"Handle 6 OpenAPI operation(s) under /v2/cdn/endpoints for the cdn route group.\",\n    \"id\": \"cdn\",\n    \"label\": \"cdn\",\n    \"operation_ids\": [\n      \"get_v2_cdn_endpoints\",\n      \"post_v2_cdn_endpoints\",\n      \"get_v2_cdn_endpoints_cdn_id\",\n      \"put_v2_cdn_endpoints_cdn_id\",\n      \"delete_v2_cdn_endpoints_cdn_id\",\n      \"delete_v2_cdn_endpoints_cdn_id_cache\"\n    ],\n    \"skill_dir\": \"cdn\",\n    \"skill_name\": \"cdn-routes\",\n    \"skill_path\": \"skills/cdn/SKILL.md\",\n    \"subagent_name\": \"cdn-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/certificates\",\n    \"description\": \"Handle 4 OpenAPI operation(s) under /v2/certificates for the certificates route group.\",\n    \"id\": \"certificates\",\n    \"label\": \"certificates\",\n    \"operation_ids\": [\n      \"get_v2_certificates\",\n      \"post_v2_certificates\",\n      \"get_v2_certificates_certificate_id\",\n      \"delete_v2_certificates_certificate_id\"\n    ],\n    \"skill_dir\": \"certificates\",\n    \"skill_name\": \"certificates-routes\",\n    \"skill_path\": \"skills/certificates/SKILL.md\",\n    \"subagent_name\": \"certificates-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/customers/my\",\n    \"description\": \"Handle 7 OpenAPI operation(s) under /v2/customers/my for the customers route group.\",\n    \"id\": \"customers\",\n    \"label\": \"customers\",\n    \"operation_ids\": [\n      \"get_v2_customers_my_balance\",\n      \"get_v2_customers_my_billing_history\",\n      \"get_v2_customers_my_invoices\",\n      \"get_v2_customers_my_invoices_invoice_uuid\",\n      \"get_v2_customers_my_invoices_invoice_uuid_csv\",\n      \"get_v2_customers_my_invoices_invoice_uuid_pdf\",\n      \"get_v2_customers_my_invoices_invoice_uuid_summary\"\n    ],\n    \"skill_dir\": \"customers\",\n    \"skill_name\": \"customers-routes\",\n    \"skill_path\": \"skills/customers/SKILL.md\",\n    \"subagent_name\": \"customers-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/billing/{account_urn}/insights/{start_date}/{end_date}\",\n    \"description\": \"Handle 1 OpenAPI operation(s) under /v2/billing/{account_urn}/insights/{start_date}/{end_date} for the billing route group.\",\n    \"id\": \"billing\",\n    \"label\": \"billing\",\n    \"operation_ids\": [\n      \"get_v2_billing_account_urn_insights_start_date_end_date\"\n    ],\n    \"skill_dir\": \"billing\",\n    \"skill_name\": \"billing-routes\",\n    \"skill_path\": \"skills/billing/SKILL.md\",\n    \"subagent_name\": \"billing-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/databases\",\n    \"description\": \"Handle 69 OpenAPI operation(s) under /v2/databases for the databases route group.\",\n    \"id\": \"databases\",\n    \"label\": \"databases\",\n    \"operation_ids\": [\n      \"get_v2_databases_options\",\n      \"get_v2_databases\",\n      \"post_v2_databases\",\n      \"get_v2_databases_database_cluster_uuid\",\n      \"delete_v2_databases_database_cluster_uuid\",\n      \"get_v2_databases_database_cluster_uuid_config\",\n      \"patch_v2_databases_database_cluster_uuid_config\",\n      \"get_v2_databases_database_cluster_uuid_ca\",\n      \"get_v2_databases_database_cluster_uuid_online_migration\",\n      \"put_v2_databases_database_cluster_uuid_online_migration\",\n      \"delete_v2_databases_database_cluster_uuid_online_migration_migration_id\",\n      \"put_v2_databases_database_cluster_uuid_migrate\",\n      \"put_v2_databases_database_cluster_uuid_resize\",\n      \"get_v2_databases_database_cluster_uuid_firewall\",\n      \"put_v2_databases_database_cluster_uuid_firewall\",\n      \"put_v2_databases_database_cluster_uuid_maintenance\",\n      \"put_v2_databases_database_cluster_uuid_install_update\",\n      \"get_v2_databases_database_cluster_uuid_backups\",\n      \"get_v2_databases_database_cluster_uuid_replicas\",\n      \"post_v2_databases_database_cluster_uuid_replicas\",\n      \"get_v2_databases_database_cluster_uuid_events\",\n      \"get_v2_databases_database_cluster_uuid_replicas_replica_name\",\n      \"delete_v2_databases_database_cluster_uuid_replicas_replica_name\",\n      \"put_v2_databases_database_cluster_uuid_replicas_replica_name_promote\",\n      \"get_v2_databases_database_cluster_uuid_users\",\n      \"post_v2_databases_database_cluster_uuid_users\",\n      \"get_v2_databases_database_cluster_uuid_users_username\",\n      \"delete_v2_databases_database_cluster_uuid_users_username\",\n      \"put_v2_databases_database_cluster_uuid_users_username\",\n      \"post_v2_databases_database_cluster_uuid_users_username_reset_auth\",\n      \"get_v2_databases_database_cluster_uuid_dbs\",\n      \"post_v2_databases_database_cluster_uuid_dbs\",\n      \"get_v2_databases_database_cluster_uuid_dbs_database_name\",\n      \"delete_v2_databases_database_cluster_uuid_dbs_database_name\",\n      \"get_v2_databases_database_cluster_uuid_pools\",\n      \"post_v2_databases_database_cluster_uuid_pools\",\n      \"get_v2_databases_database_cluster_uuid_pools_pool_name\",\n      \"put_v2_databases_database_cluster_uuid_pools_pool_name\",\n      \"delete_v2_databases_database_cluster_uuid_pools_pool_name\",\n      \"get_v2_databases_database_cluster_uuid_eviction_policy\",\n      \"put_v2_databases_database_cluster_uuid_eviction_policy\",\n      \"get_v2_databases_database_cluster_uuid_sql_mode\",\n      \"put_v2_databases_database_cluster_uuid_sql_mode\",\n      \"put_v2_databases_database_cluster_uuid_upgrade\",\n      \"get_v2_databases_database_cluster_uuid_autoscale\",\n      \"put_v2_databases_database_cluster_uuid_autoscale\",\n      \"get_v2_databases_database_cluster_uuid_topics\",\n      \"post_v2_databases_database_cluster_uuid_topics\",\n      \"get_v2_databases_database_cluster_uuid_topics_topic_name\",\n      \"put_v2_databases_database_cluster_uuid_topics_topic_name\",\n      \"delete_v2_databases_database_cluster_uuid_topics_topic_name\",\n      \"get_v2_databases_database_cluster_uuid_logsink\",\n      \"post_v2_databases_database_cluster_uuid_logsink\",\n      \"get_v2_databases_database_cluster_uuid_logsink_logsink_id\",\n      \"put_v2_databases_database_cluster_uuid_logsink_logsink_id\",\n      \"delete_v2_databases_database_cluster_uuid_logsink_logsink_id\",\n      \"get_v2_databases_database_cluster_uuid_schema_registry\",\n      \"post_v2_databases_database_cluster_uuid_schema_registry\",\n      \"get_v2_databases_database_cluster_uuid_schema_registry_subject_name\",\n      \"delete_v2_databases_database_cluster_uuid_schema_registry_subject_name\",\n      \"get_v2_databases_database_cluster_uuid_schema_registry_subject_name_versions_ver\",\n      \"get_v2_databases_database_cluster_uuid_schema_registry_config\",\n      \"put_v2_databases_database_cluster_uuid_schema_registry_config\",\n      \"get_v2_databases_database_cluster_uuid_schema_registry_config_subject_name\",\n      \"put_v2_databases_database_cluster_uuid_schema_registry_config_subject_name\",\n      \"get_v2_databases_metrics_credentials\",\n      \"put_v2_databases_metrics_credentials\",\n      \"get_v2_databases_database_cluster_uuid_indexes\",\n      \"delete_v2_databases_database_cluster_uuid_indexes_index_name\"\n    ],\n    \"skill_dir\": \"databases\",\n    \"skill_name\": \"databases-routes\",\n    \"skill_path\": \"skills/databases/SKILL.md\",\n    \"subagent_name\": \"databases-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/dedicated-inferences\",\n    \"description\": \"Handle 13 OpenAPI operation(s) under /v2/dedicated-inferences for the dedicated inferences route group.\",\n    \"id\": \"dedicated_inferences\",\n    \"label\": \"dedicated inferences\",\n    \"operation_ids\": [\n      \"get_v2_dedicated_inferences_dedicated_inference_id\",\n      \"patch_v2_dedicated_inferences_dedicated_inference_id\",\n      \"delete_v2_dedicated_inferences_dedicated_inference_id\",\n      \"get_v2_dedicated_inferences\",\n      \"post_v2_dedicated_inferences\",\n      \"get_v2_dedicated_inferences_dedicated_inference_id_accelerators\",\n      \"get_v2_dedicated_inferences_dedicated_inference_id_accelerators_accelerator_id\",\n      \"get_v2_dedicated_inferences_dedicated_inference_id_ca\",\n      \"get_v2_dedicated_inferences_dedicated_inference_id_tokens\",\n      \"post_v2_dedicated_inferences_dedicated_inference_id_tokens\",\n      \"delete_v2_dedicated_inferences_dedicated_inference_id_tokens_token_id\",\n      \"get_v2_dedicated_inferences_sizes\",\n      \"get_v2_dedicated_inferences_gpu_model_config\"\n    ],\n    \"skill_dir\": \"dedicated-inferences\",\n    \"skill_name\": \"dedicated-inferences-routes\",\n    \"skill_path\": \"skills/dedicated-inferences/SKILL.md\",\n    \"subagent_name\": \"dedicated-inferences-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/domains\",\n    \"description\": \"Handle 10 OpenAPI operation(s) under /v2/domains for the domains route group.\",\n    \"id\": \"domains\",\n    \"label\": \"domains\",\n    \"operation_ids\": [\n      \"get_v2_domains\",\n      \"post_v2_domains\",\n      \"get_v2_domains_domain_name\",\n      \"delete_v2_domains_domain_name\",\n      \"get_v2_domains_domain_name_records\",\n      \"post_v2_domains_domain_name_records\",\n      \"get_v2_domains_domain_name_records_domain_record_id\",\n      \"patch_v2_domains_domain_name_records_domain_record_id\",\n      \"put_v2_domains_domain_name_records_domain_record_id\",\n      \"delete_v2_domains_domain_name_records_domain_record_id\"\n    ],\n    \"skill_dir\": \"domains\",\n    \"skill_name\": \"domains-routes\",\n    \"skill_path\": \"skills/domains/SKILL.md\",\n    \"subagent_name\": \"domains-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/droplets\",\n    \"description\": \"Handle 30 OpenAPI operation(s) under /v2/droplets for the droplets route group.\",\n    \"id\": \"droplets\",\n    \"label\": \"droplets\",\n    \"operation_ids\": [\n      \"get_v2_droplets\",\n      \"post_v2_droplets\",\n      \"delete_v2_droplets\",\n      \"get_v2_droplets_droplet_id\",\n      \"delete_v2_droplets_droplet_id\",\n      \"get_v2_droplets_droplet_id_backups\",\n      \"get_v2_droplets_droplet_id_backups_policy\",\n      \"get_v2_droplets_backups_policies\",\n      \"get_v2_droplets_backups_supported_policies\",\n      \"get_v2_droplets_droplet_id_snapshots\",\n      \"get_v2_droplets_droplet_id_actions\",\n      \"post_v2_droplets_droplet_id_actions\",\n      \"post_v2_droplets_actions\",\n      \"get_v2_droplets_droplet_id_actions_action_id\",\n      \"get_v2_droplets_droplet_id_kernels\",\n      \"get_v2_droplets_droplet_id_firewalls\",\n      \"get_v2_droplets_droplet_id_neighbors\",\n      \"get_v2_droplets_droplet_id_destroy_with_associated_resources\",\n      \"delete_v2_droplets_droplet_id_destroy_with_associated_resources_selective\",\n      \"delete_v2_droplets_droplet_id_destroy_with_associated_resources_dangerous\",\n      \"get_v2_droplets_droplet_id_destroy_with_associated_resources_status\",\n      \"post_v2_droplets_droplet_id_destroy_with_associated_resources_retry\",\n      \"get_v2_droplets_autoscale\",\n      \"post_v2_droplets_autoscale\",\n      \"get_v2_droplets_autoscale_autoscale_pool_id\",\n      \"put_v2_droplets_autoscale_autoscale_pool_id\",\n      \"delete_v2_droplets_autoscale_autoscale_pool_id\",\n      \"delete_v2_droplets_autoscale_autoscale_pool_id_dangerous\",\n      \"get_v2_droplets_autoscale_autoscale_pool_id_members\",\n      \"get_v2_droplets_autoscale_autoscale_pool_id_history\"\n    ],\n    \"skill_dir\": \"droplets\",\n    \"skill_name\": \"droplets-routes\",\n    \"skill_path\": \"skills/droplets/SKILL.md\",\n    \"subagent_name\": \"droplets-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/firewalls\",\n    \"description\": \"Handle 11 OpenAPI operation(s) under /v2/firewalls for the firewalls route group.\",\n    \"id\": \"firewalls\",\n    \"label\": \"firewalls\",\n    \"operation_ids\": [\n      \"get_v2_firewalls\",\n      \"post_v2_firewalls\",\n      \"get_v2_firewalls_firewall_id\",\n      \"put_v2_firewalls_firewall_id\",\n      \"delete_v2_firewalls_firewall_id\",\n      \"post_v2_firewalls_firewall_id_droplets\",\n      \"delete_v2_firewalls_firewall_id_droplets\",\n      \"post_v2_firewalls_firewall_id_tags\",\n      \"delete_v2_firewalls_firewall_id_tags\",\n      \"post_v2_firewalls_firewall_id_rules\",\n      \"delete_v2_firewalls_firewall_id_rules\"\n    ],\n    \"skill_dir\": \"firewalls\",\n    \"skill_name\": \"firewalls-routes\",\n    \"skill_path\": \"skills/firewalls/SKILL.md\",\n    \"subagent_name\": \"firewalls-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/floating_ips\",\n    \"description\": \"Handle 7 OpenAPI operation(s) under /v2/floating_ips for the floating ips route group.\",\n    \"id\": \"floating_ips\",\n    \"label\": \"floating ips\",\n    \"operation_ids\": [\n      \"get_v2_floating_ips\",\n      \"post_v2_floating_ips\",\n      \"get_v2_floating_ips_floating_ip\",\n      \"delete_v2_floating_ips_floating_ip\",\n      \"get_v2_floating_ips_floating_ip_actions\",\n      \"post_v2_floating_ips_floating_ip_actions\",\n      \"get_v2_floating_ips_floating_ip_actions_action_id\"\n    ],\n    \"skill_dir\": \"floating-ips\",\n    \"skill_name\": \"floating-ips-routes\",\n    \"skill_path\": \"skills/floating-ips/SKILL.md\",\n    \"subagent_name\": \"floating-ips-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/functions/namespaces\",\n    \"description\": \"Handle 13 OpenAPI operation(s) under /v2/functions/namespaces for the functions route group.\",\n    \"id\": \"functions\",\n    \"label\": \"functions\",\n    \"operation_ids\": [\n      \"get_v2_functions_namespaces\",\n      \"post_v2_functions_namespaces\",\n      \"get_v2_functions_namespaces_namespace_id\",\n      \"delete_v2_functions_namespaces_namespace_id\",\n      \"get_v2_functions_namespaces_namespace_id_triggers\",\n      \"post_v2_functions_namespaces_namespace_id_triggers\",\n      \"get_v2_functions_namespaces_namespace_id_triggers_trigger_name\",\n      \"put_v2_functions_namespaces_namespace_id_triggers_trigger_name\",\n      \"delete_v2_functions_namespaces_namespace_id_triggers_trigger_name\",\n      \"get_v2_functions_namespaces_namespace_id_keys\",\n      \"post_v2_functions_namespaces_namespace_id_keys\",\n      \"put_v2_functions_namespaces_namespace_id_keys_key_id\",\n      \"delete_v2_functions_namespaces_namespace_id_keys_key_id\"\n    ],\n    \"skill_dir\": \"functions\",\n    \"skill_name\": \"functions-routes\",\n    \"skill_path\": \"skills/functions/SKILL.md\",\n    \"subagent_name\": \"functions-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/images\",\n    \"description\": \"Handle 12 OpenAPI operation(s) under /v2/images for the images route group.\",\n    \"id\": \"images\",\n    \"label\": \"images\",\n    \"operation_ids\": [\n      \"get_v2_images\",\n      \"post_v2_images\",\n      \"get_v2_images_image_id\",\n      \"put_v2_images_image_id\",\n      \"delete_v2_images_image_id\",\n      \"post_v2_images_image_id_account_transfer\",\n      \"post_v2_images_image_id_account_transfer_accept\",\n      \"post_v2_images_image_id_account_transfer_cancel\",\n      \"post_v2_images_image_id_account_transfer_decline\",\n      \"get_v2_images_image_id_actions\",\n      \"post_v2_images_image_id_actions\",\n      \"get_v2_images_image_id_actions_action_id\"\n    ],\n    \"skill_dir\": \"images\",\n    \"skill_name\": \"images-routes\",\n    \"skill_path\": \"skills/images/SKILL.md\",\n    \"subagent_name\": \"images-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/kubernetes\",\n    \"description\": \"Handle 28 OpenAPI operation(s) under /v2/kubernetes for the kubernetes route group.\",\n    \"id\": \"kubernetes\",\n    \"label\": \"kubernetes\",\n    \"operation_ids\": [\n      \"get_v2_kubernetes_clusters\",\n      \"post_v2_kubernetes_clusters\",\n      \"get_v2_kubernetes_clusters_cluster_id\",\n      \"put_v2_kubernetes_clusters_cluster_id\",\n      \"delete_v2_kubernetes_clusters_cluster_id\",\n      \"get_v2_kubernetes_clusters_cluster_id_destroy_with_associated_resources\",\n      \"delete_v2_kubernetes_clusters_cluster_id_destroy_with_associated_resources_selec\",\n      \"delete_v2_kubernetes_clusters_cluster_id_destroy_with_associated_resources_dange\",\n      \"get_v2_kubernetes_clusters_cluster_id_kubeconfig\",\n      \"get_v2_kubernetes_clusters_cluster_id_credentials\",\n      \"get_v2_kubernetes_clusters_cluster_id_upgrades\",\n      \"post_v2_kubernetes_clusters_cluster_id_upgrade\",\n      \"get_v2_kubernetes_clusters_cluster_id_node_pools\",\n      \"post_v2_kubernetes_clusters_cluster_id_node_pools\",\n      \"get_v2_kubernetes_clusters_cluster_id_node_pools_node_pool_id\",\n      \"put_v2_kubernetes_clusters_cluster_id_node_pools_node_pool_id\",\n      \"delete_v2_kubernetes_clusters_cluster_id_node_pools_node_pool_id\",\n      \"delete_v2_kubernetes_clusters_cluster_id_node_pools_node_pool_id_nodes_node_id\",\n      \"post_v2_kubernetes_clusters_cluster_id_node_pools_node_pool_id_recycle\",\n      \"get_v2_kubernetes_clusters_cluster_id_user\",\n      \"get_v2_kubernetes_options\",\n      \"post_v2_kubernetes_clusters_cluster_id_clusterlint\",\n      \"get_v2_kubernetes_clusters_cluster_id_clusterlint\",\n      \"post_v2_kubernetes_registry\",\n      \"delete_v2_kubernetes_registry\",\n      \"post_v2_kubernetes_registries\",\n      \"delete_v2_kubernetes_registries\",\n      \"get_v2_kubernetes_clusters_cluster_id_status_messages\"\n    ],\n    \"skill_dir\": \"kubernetes\",\n    \"skill_name\": \"kubernetes-routes\",\n    \"skill_path\": \"skills/kubernetes/SKILL.md\",\n    \"subagent_name\": \"kubernetes-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/load_balancers\",\n    \"description\": \"Handle 10 OpenAPI operation(s) under /v2/load_balancers for the load balancers route group.\",\n    \"id\": \"load_balancers\",\n    \"label\": \"load balancers\",\n    \"operation_ids\": [\n      \"post_v2_load_balancers\",\n      \"get_v2_load_balancers\",\n      \"get_v2_load_balancers_lb_id\",\n      \"put_v2_load_balancers_lb_id\",\n      \"delete_v2_load_balancers_lb_id\",\n      \"delete_v2_load_balancers_lb_id_cache\",\n      \"post_v2_load_balancers_lb_id_droplets\",\n      \"delete_v2_load_balancers_lb_id_droplets\",\n      \"post_v2_load_balancers_lb_id_forwarding_rules\",\n      \"delete_v2_load_balancers_lb_id_forwarding_rules\"\n    ],\n    \"skill_dir\": \"load-balancers\",\n    \"skill_name\": \"load-balancers-routes\",\n    \"skill_path\": \"skills/load-balancers/SKILL.md\",\n    \"subagent_name\": \"load-balancers-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/monitoring\",\n    \"description\": \"Handle 72 OpenAPI operation(s) under /v2/monitoring for the monitoring route group.\",\n    \"id\": \"monitoring\",\n    \"label\": \"monitoring\",\n    \"operation_ids\": [\n      \"get_v2_monitoring_alerts\",\n      \"post_v2_monitoring_alerts\",\n      \"get_v2_monitoring_alerts_alert_uuid\",\n      \"put_v2_monitoring_alerts_alert_uuid\",\n      \"delete_v2_monitoring_alerts_alert_uuid\",\n      \"get_v2_monitoring_metrics_droplet_bandwidth\",\n      \"get_v2_monitoring_metrics_droplet_cpu\",\n      \"get_v2_monitoring_metrics_droplet_filesystem_free\",\n      \"get_v2_monitoring_metrics_droplet_filesystem_size\",\n      \"get_v2_monitoring_metrics_droplet_load_1\",\n      \"get_v2_monitoring_metrics_droplet_load_5\",\n      \"get_v2_monitoring_metrics_droplet_load_15\",\n      \"get_v2_monitoring_metrics_droplet_memory_cached\",\n      \"get_v2_monitoring_metrics_droplet_memory_free\",\n      \"get_v2_monitoring_metrics_droplet_memory_total\",\n      \"get_v2_monitoring_metrics_droplet_memory_available\",\n      \"get_v2_monitoring_metrics_apps_memory_percentage\",\n      \"get_v2_monitoring_metrics_apps_cpu_percentage\",\n      \"get_v2_monitoring_metrics_apps_restart_count\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_connections_current\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_connections_limit\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_cpu_utilization\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_firewall_dropped_bytes\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_firewall_dropped_packets\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_http_responses\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_http_requests_per_second\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_network_throughput_http\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_network_throughput_udp\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_network_throughput_tcp\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_nlb_tcp_network_throughput\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_nlb_udp_network_throughput\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_tls_connections_current\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_tls_connections_limit\",\n      \"get_v2_monitoring_metrics_load_balancer_frontend_tls_connections_exceeding_rate_\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_http_session_duration_avg\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_http_session_duration_50p\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_http_session_duration_95p\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_http_response_time_avg\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_http_response_time_50p\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_http_response_time_95p\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_http_response_time_99p\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_queue_size\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_http_responses\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_connections\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_health_checks\",\n      \"get_v2_monitoring_metrics_load_balancer_droplets_downtime\",\n      \"get_v2_monitoring_metrics_droplet_autoscale_current_instances\",\n      \"get_v2_monitoring_metrics_droplet_autoscale_target_instances\",\n      \"get_v2_monitoring_metrics_droplet_autoscale_current_cpu_utilization\",\n      \"get_v2_monitoring_metrics_droplet_autoscale_target_cpu_utilization\",\n      \"get_v2_monitoring_metrics_droplet_autoscale_current_memory_utilization\",\n      \"get_v2_monitoring_metrics_droplet_autoscale_target_memory_utilization\",\n      \"get_v2_monitoring_metrics_database_mysql_cpu_usage\",\n      \"get_v2_monitoring_metrics_database_mysql_load\",\n      \"get_v2_monitoring_metrics_database_mysql_memory_usage\",\n      \"get_v2_monitoring_metrics_database_mysql_disk_usage\",\n      \"get_v2_monitoring_metrics_database_mysql_threads_connected\",\n      \"get_v2_monitoring_metrics_database_mysql_threads_created_rate\",\n      \"get_v2_monitoring_metrics_database_mysql_threads_active\",\n      \"get_v2_monitoring_metrics_database_mysql_index_vs_sequential_reads\",\n      \"get_v2_monitoring_metrics_database_mysql_op_rates\",\n      \"get_v2_monitoring_metrics_database_mysql_schema_throughput\",\n      \"get_v2_monitoring_metrics_database_mysql_schema_latency\",\n      \"post_v2_monitoring_sinks_destinations\",\n      \"get_v2_monitoring_sinks_destinations\",\n      \"get_v2_monitoring_sinks_destinations_destination_uuid\",\n      \"post_v2_monitoring_sinks_destinations_destination_uuid\",\n      \"delete_v2_monitoring_sinks_destinations_destination_uuid\",\n      \"post_v2_monitoring_sinks\",\n      \"get_v2_monitoring_sinks\",\n      \"get_v2_monitoring_sinks_sink_uuid\",\n      \"delete_v2_monitoring_sinks_sink_uuid\"\n    ],\n    \"skill_dir\": \"monitoring\",\n    \"skill_name\": \"monitoring-routes\",\n    \"skill_path\": \"skills/monitoring/SKILL.md\",\n    \"subagent_name\": \"monitoring-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/nfs\",\n    \"description\": \"Handle 12 OpenAPI operation(s) under /v2/nfs for the nfs route group.\",\n    \"id\": \"nfs\",\n    \"label\": \"nfs\",\n    \"operation_ids\": [\n      \"post_v2_nfs\",\n      \"get_v2_nfs\",\n      \"get_v2_nfs_nfs_id\",\n      \"delete_v2_nfs_nfs_id\",\n      \"post_v2_nfs_nfs_id_actions\",\n      \"get_v2_nfs_snapshots\",\n      \"get_v2_nfs_snapshots_nfs_snapshot_id\",\n      \"delete_v2_nfs_snapshots_nfs_snapshot_id\",\n      \"post_v2_nfs_shares_share_id_access_points\",\n      \"get_v2_nfs_shares_share_id_access_points\",\n      \"get_v2_nfs_access_points_access_point_id\",\n      \"delete_v2_nfs_access_points_access_point_id\"\n    ],\n    \"skill_dir\": \"nfs\",\n    \"skill_name\": \"nfs-routes\",\n    \"skill_path\": \"skills/nfs/SKILL.md\",\n    \"subagent_name\": \"nfs-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/partner_network_connect/attachments\",\n    \"description\": \"Handle 9 OpenAPI operation(s) under /v2/partner_network_connect/attachments for the partner network connect route group.\",\n    \"id\": \"partner_network_connect\",\n    \"label\": \"partner network connect\",\n    \"operation_ids\": [\n      \"get_v2_partner_network_connect_attachments\",\n      \"post_v2_partner_network_connect_attachments\",\n      \"get_v2_partner_network_connect_attachments_pa_id\",\n      \"patch_v2_partner_network_connect_attachments_pa_id\",\n      \"delete_v2_partner_network_connect_attachments_pa_id\",\n      \"get_v2_partner_network_connect_attachments_pa_id_bgp_auth_key\",\n      \"get_v2_partner_network_connect_attachments_pa_id_remote_routes\",\n      \"get_v2_partner_network_connect_attachments_pa_id_service_key\",\n      \"post_v2_partner_network_connect_attachments_pa_id_service_key\"\n    ],\n    \"skill_dir\": \"partner-network-connect\",\n    \"skill_name\": \"partner-network-connect-routes\",\n    \"skill_path\": \"skills/partner-network-connect/SKILL.md\",\n    \"subagent_name\": \"partner-network-connect-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/projects\",\n    \"description\": \"Handle 13 OpenAPI operation(s) under /v2/projects for the projects route group.\",\n    \"id\": \"projects\",\n    \"label\": \"projects\",\n    \"operation_ids\": [\n      \"get_v2_projects\",\n      \"post_v2_projects\",\n      \"get_v2_projects_default\",\n      \"put_v2_projects_default\",\n      \"patch_v2_projects_default\",\n      \"get_v2_projects_project_id\",\n      \"put_v2_projects_project_id\",\n      \"patch_v2_projects_project_id\",\n      \"delete_v2_projects_project_id\",\n      \"get_v2_projects_project_id_resources\",\n      \"post_v2_projects_project_id_resources\",\n      \"get_v2_projects_default_resources\",\n      \"post_v2_projects_default_resources\"\n    ],\n    \"skill_dir\": \"projects\",\n    \"skill_name\": \"projects-routes\",\n    \"skill_path\": \"skills/projects/SKILL.md\",\n    \"subagent_name\": \"projects-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/regions\",\n    \"description\": \"Handle 1 OpenAPI operation(s) under /v2/regions for the regions route group.\",\n    \"id\": \"regions\",\n    \"label\": \"regions\",\n    \"operation_ids\": [\n      \"get_v2_regions\"\n    ],\n    \"skill_dir\": \"regions\",\n    \"skill_name\": \"regions-routes\",\n    \"skill_path\": \"skills/regions/SKILL.md\",\n    \"subagent_name\": \"regions-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/registries\",\n    \"description\": \"Handle 19 OpenAPI operation(s) under /v2/registries for the registries route group.\",\n    \"id\": \"registries\",\n    \"label\": \"registries\",\n    \"operation_ids\": [\n      \"get_v2_registries\",\n      \"post_v2_registries\",\n      \"get_v2_registries_registry_name\",\n      \"delete_v2_registries_registry_name\",\n      \"get_v2_registries_registry_name_docker_credentials\",\n      \"get_v2_registries_subscription\",\n      \"post_v2_registries_subscription\",\n      \"get_v2_registries_options\",\n      \"get_v2_registries_registry_name_garbage_collection\",\n      \"post_v2_registries_registry_name_garbage_collection\",\n      \"get_v2_registries_registry_name_garbage_collections\",\n      \"put_v2_registries_registry_name_garbage_collection_garbage_collection_uuid\",\n      \"get_v2_registries_registry_name_repositories_v2\",\n      \"delete_v2_registries_registry_name_repositories_repository_name\",\n      \"get_v2_registries_registry_name_repositories_repository_name_tags\",\n      \"delete_v2_registries_registry_name_repositories_repository_name_tags_repository_\",\n      \"get_v2_registries_registry_name_repositories_repository_name_digests\",\n      \"delete_v2_registries_registry_name_repositories_repository_name_digests_manifest\",\n      \"post_v2_registries_validate_name\"\n    ],\n    \"skill_dir\": \"registries\",\n    \"skill_name\": \"registries-routes\",\n    \"skill_path\": \"skills/registries/SKILL.md\",\n    \"subagent_name\": \"registries-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/registry\",\n    \"description\": \"Handle 18 OpenAPI operation(s) under /v2/registry for the registry route group.\",\n    \"id\": \"registry\",\n    \"label\": \"registry\",\n    \"operation_ids\": [\n      \"get_v2_registry\",\n      \"post_v2_registry\",\n      \"delete_v2_registry\",\n      \"get_v2_registry_subscription\",\n      \"post_v2_registry_subscription\",\n      \"get_v2_registry_docker_credentials\",\n      \"post_v2_registry_validate_name\",\n      \"get_v2_registry_registry_name_repositories\",\n      \"get_v2_registry_registry_name_repositories_v2\",\n      \"get_v2_registry_registry_name_repositories_repository_name_tags\",\n      \"delete_v2_registry_registry_name_repositories_repository_name_tags_repository_ta\",\n      \"get_v2_registry_registry_name_repositories_repository_name_digests\",\n      \"delete_v2_registry_registry_name_repositories_repository_name_digests_manifest_d\",\n      \"post_v2_registry_registry_name_garbage_collection\",\n      \"get_v2_registry_registry_name_garbage_collection\",\n      \"get_v2_registry_registry_name_garbage_collections\",\n      \"put_v2_registry_registry_name_garbage_collection_garbage_collection_uuid\",\n      \"get_v2_registry_options\"\n    ],\n    \"skill_dir\": \"registry\",\n    \"skill_name\": \"registry-routes\",\n    \"skill_path\": \"skills/registry/SKILL.md\",\n    \"subagent_name\": \"registry-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/reports/droplet_neighbors_ids\",\n    \"description\": \"Handle 1 OpenAPI operation(s) under /v2/reports/droplet_neighbors_ids for the reports route group.\",\n    \"id\": \"reports\",\n    \"label\": \"reports\",\n    \"operation_ids\": [\n      \"get_v2_reports_droplet_neighbors_ids\"\n    ],\n    \"skill_dir\": \"reports\",\n    \"skill_name\": \"reports-routes\",\n    \"skill_path\": \"skills/reports/SKILL.md\",\n    \"subagent_name\": \"reports-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/reserved_ips\",\n    \"description\": \"Handle 7 OpenAPI operation(s) under /v2/reserved_ips for the reserved ips route group.\",\n    \"id\": \"reserved_ips\",\n    \"label\": \"reserved ips\",\n    \"operation_ids\": [\n      \"get_v2_reserved_ips\",\n      \"post_v2_reserved_ips\",\n      \"get_v2_reserved_ips_reserved_ip\",\n      \"delete_v2_reserved_ips_reserved_ip\",\n      \"get_v2_reserved_ips_reserved_ip_actions\",\n      \"post_v2_reserved_ips_reserved_ip_actions\",\n      \"get_v2_reserved_ips_reserved_ip_actions_action_id\"\n    ],\n    \"skill_dir\": \"reserved-ips\",\n    \"skill_name\": \"reserved-ips-routes\",\n    \"skill_path\": \"skills/reserved-ips/SKILL.md\",\n    \"subagent_name\": \"reserved-ips-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/reserved_ipv6\",\n    \"description\": \"Handle 5 OpenAPI operation(s) under /v2/reserved_ipv6 for the reserved ipv6 route group.\",\n    \"id\": \"reserved_ipv6\",\n    \"label\": \"reserved ipv6\",\n    \"operation_ids\": [\n      \"get_v2_reserved_ipv6\",\n      \"post_v2_reserved_ipv6\",\n      \"get_v2_reserved_ipv6_reserved_ipv6\",\n      \"delete_v2_reserved_ipv6_reserved_ipv6\",\n      \"post_v2_reserved_ipv6_reserved_ipv6_actions\"\n    ],\n    \"skill_dir\": \"reserved-ipv6\",\n    \"skill_name\": \"reserved-ipv6-routes\",\n    \"skill_path\": \"skills/reserved-ipv6/SKILL.md\",\n    \"subagent_name\": \"reserved-ipv6-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/byoip_prefixes\",\n    \"description\": \"Handle 6 OpenAPI operation(s) under /v2/byoip_prefixes for the byoip prefixes route group.\",\n    \"id\": \"byoip_prefixes\",\n    \"label\": \"byoip prefixes\",\n    \"operation_ids\": [\n      \"post_v2_byoip_prefixes\",\n      \"get_v2_byoip_prefixes\",\n      \"get_v2_byoip_prefixes_byoip_prefix_uuid\",\n      \"delete_v2_byoip_prefixes_byoip_prefix_uuid\",\n      \"patch_v2_byoip_prefixes_byoip_prefix_uuid\",\n      \"get_v2_byoip_prefixes_byoip_prefix_uuid_ips\"\n    ],\n    \"skill_dir\": \"byoip-prefixes\",\n    \"skill_name\": \"byoip-prefixes-routes\",\n    \"skill_path\": \"skills/byoip-prefixes/SKILL.md\",\n    \"subagent_name\": \"byoip-prefixes-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/security\",\n    \"description\": \"Handle 10 OpenAPI operation(s) under /v2/security for the security route group.\",\n    \"id\": \"security\",\n    \"label\": \"security\",\n    \"operation_ids\": [\n      \"get_v2_security_scans\",\n      \"post_v2_security_scans\",\n      \"get_v2_security_scans_scan_id\",\n      \"get_v2_security_scans_latest\",\n      \"post_v2_security_scans_rules\",\n      \"get_v2_security_scans_scan_id_findings_finding_uuid_affected_resources\",\n      \"get_v2_security_settings\",\n      \"put_v2_security_settings_plan\",\n      \"post_v2_security_settings_suppressions\",\n      \"delete_v2_security_settings_suppressions_suppression_uuid\"\n    ],\n    \"skill_dir\": \"security\",\n    \"skill_name\": \"security-routes\",\n    \"skill_path\": \"skills/security/SKILL.md\",\n    \"subagent_name\": \"security-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/sizes\",\n    \"description\": \"Handle 1 OpenAPI operation(s) under /v2/sizes for the sizes route group.\",\n    \"id\": \"sizes\",\n    \"label\": \"sizes\",\n    \"operation_ids\": [\n      \"get_v2_sizes\"\n    ],\n    \"skill_dir\": \"sizes\",\n    \"skill_name\": \"sizes-routes\",\n    \"skill_path\": \"skills/sizes/SKILL.md\",\n    \"subagent_name\": \"sizes-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/snapshots\",\n    \"description\": \"Handle 3 OpenAPI operation(s) under /v2/snapshots for the snapshots route group.\",\n    \"id\": \"snapshots\",\n    \"label\": \"snapshots\",\n    \"operation_ids\": [\n      \"get_v2_snapshots\",\n      \"get_v2_snapshots_snapshot_id\",\n      \"delete_v2_snapshots_snapshot_id\"\n    ],\n    \"skill_dir\": \"snapshots\",\n    \"skill_name\": \"snapshots-routes\",\n    \"skill_path\": \"skills/snapshots/SKILL.md\",\n    \"subagent_name\": \"snapshots-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/spaces/keys\",\n    \"description\": \"Handle 6 OpenAPI operation(s) under /v2/spaces/keys for the spaces route group.\",\n    \"id\": \"spaces\",\n    \"label\": \"spaces\",\n    \"operation_ids\": [\n      \"get_v2_spaces_keys\",\n      \"post_v2_spaces_keys\",\n      \"get_v2_spaces_keys_access_key\",\n      \"delete_v2_spaces_keys_access_key\",\n      \"put_v2_spaces_keys_access_key\",\n      \"patch_v2_spaces_keys_access_key\"\n    ],\n    \"skill_dir\": \"spaces\",\n    \"skill_name\": \"spaces-routes\",\n    \"skill_path\": \"skills/spaces/SKILL.md\",\n    \"subagent_name\": \"spaces-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/tags\",\n    \"description\": \"Handle 6 OpenAPI operation(s) under /v2/tags for the tags route group.\",\n    \"id\": \"tags\",\n    \"label\": \"tags\",\n    \"operation_ids\": [\n      \"get_v2_tags\",\n      \"post_v2_tags\",\n      \"get_v2_tags_tag_id\",\n      \"delete_v2_tags_tag_id\",\n      \"post_v2_tags_tag_id_resources\",\n      \"delete_v2_tags_tag_id_resources\"\n    ],\n    \"skill_dir\": \"tags\",\n    \"skill_name\": \"tags-routes\",\n    \"skill_path\": \"skills/tags/SKILL.md\",\n    \"subagent_name\": \"tags-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/vector-databases\",\n    \"description\": \"Handle 11 OpenAPI operation(s) under /v2/vector-databases for the vector databases route group.\",\n    \"id\": \"vector_databases\",\n    \"label\": \"vector databases\",\n    \"operation_ids\": [\n      \"get_v2_vector_databases\",\n      \"post_v2_vector_databases\",\n      \"get_v2_vector_databases_id\",\n      \"put_v2_vector_databases_id\",\n      \"delete_v2_vector_databases_id\",\n      \"get_v2_vector_databases_id_backups\",\n      \"get_v2_vector_databases_id_backups_backup_id_restore\",\n      \"post_v2_vector_databases_id_backups_backup_id_restore\",\n      \"get_v2_vector_databases_id_credentials\",\n      \"post_v2_vector_databases_id_resize\",\n      \"put_v2_vector_databases_id_tags\"\n    ],\n    \"skill_dir\": \"vector-databases\",\n    \"skill_name\": \"vector-databases-routes\",\n    \"skill_path\": \"skills/vector-databases/SKILL.md\",\n    \"subagent_name\": \"vector-databases-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/volumes\",\n    \"description\": \"Handle 13 OpenAPI operation(s) under /v2/volumes for the volumes route group.\",\n    \"id\": \"volumes\",\n    \"label\": \"volumes\",\n    \"operation_ids\": [\n      \"get_v2_volumes\",\n      \"post_v2_volumes\",\n      \"delete_v2_volumes\",\n      \"post_v2_volumes_actions\",\n      \"get_v2_volumes_snapshots_snapshot_id\",\n      \"delete_v2_volumes_snapshots_snapshot_id\",\n      \"get_v2_volumes_volume_id\",\n      \"delete_v2_volumes_volume_id\",\n      \"get_v2_volumes_volume_id_actions\",\n      \"post_v2_volumes_volume_id_actions\",\n      \"get_v2_volumes_volume_id_actions_action_id\",\n      \"get_v2_volumes_volume_id_snapshots\",\n      \"post_v2_volumes_volume_id_snapshots\"\n    ],\n    \"skill_dir\": \"volumes\",\n    \"skill_name\": \"volumes-routes\",\n    \"skill_path\": \"skills/volumes/SKILL.md\",\n    \"subagent_name\": \"volumes-api\"\n  },\n  {\n    \"common_prefix\": \"/v2/vpcs\",\n    \"description\": \"Handle 10 OpenAPI operation(s) under /v2/vpcs for the vpcs route group.\",\n    \"id\": \"vpcs\",\n    \"label\": \"vpcs\",\n    \"operation_ids\": [\n      \"get_v2_vpcs\",\n      \"post_v2_vpcs\",\n      \"get_v2_vpcs_vpc_id\",\n      \"put_v2_vpcs_vpc_id\",\n      \"patch_v2_vpcs_vpc_id\",\n      \"delete_v2_vpcs_vpc_id\",\n      \"get_v2_vpcs_vpc_id_members\",\n      \"get_v2_vpcs_vpc_id_peerings\",\n      \"post_v2_vpcs_vpc_id_peerings\",\n      \"patch_v2_vpcs_vpc_id_peerings_vpc_peering_id\"\n    ],\n    \"skill_dir\": \"vpcs\",\n    \"skill_name\": \"vpcs-routes\",\n    \"skill_path\": \"skills/vpcs/SKILL.md\",\n    \"subagent_name\": \"vpcs-api\"\n  }\n]")
ROOT_SECURITY = json.loads("[\n  {\n    \"bearer_auth\": []\n  }\n]")
SECURITY_SCHEMES = json.loads("{\n  \"bearer_auth\": {\n    \"description\": \"## OAuth Authentication\\n\\nIn order to interact with the DigitalOcean API, you or your application must\\nauthenticate.\\n\\nThe DigitalOcean API handles this through OAuth, an open standard for\\nauthorization. OAuth allows you to delegate access to your account.\\nScopes can be used to grant full access, read-only access, or access to\\na specific set of endpoints.\\n\\nYou can generate an OAuth token by visiting the [Apps & API](https://cloud.digitalocean.com/account/api/tokens)\\nsection of the DigitalOcean control panel for your account.\\n\\nAn OAuth token functions as a complete authentication request. In effect, it\\nacts as a substitute for a username and password pair.\\n\\nBecause of this, it is absolutely **essential** that you keep your OAuth\\ntokens secure. In fact, upon generation, the web interface will only display\\neach token a single time in order to prevent the token from being compromised.\\n\\nDigitalOcean access tokens begin with an identifiable prefix in order to\\ndistinguish them from other similar tokens.\\n\\n- `dop_v1_` for personal access tokens generated in the control panel\\n- `doo_v1_` for tokens generated by applications using [the OAuth flow](https://docs.digitalocean.com/reference/api/oauth-api/)\\n- `dor_v1_` for OAuth refresh tokens\\n\\n### Scopes\\n\\nScopes act like permissions assigned to an API token. These permissions\\ndetermine what actions the token can perform. You can create API\\ntokens that grant read-only access, full access, or limited access to\\nspecific endpoints by using custom scopes.\\n\\nGenerally, scopes are designed to match HTTP verbs and common CRUD\\noperations (Create, Read, Update, Delete).\\n\\n| HTTP Verb | CRUD Operation | Scope |\\n|---|---|---|\\n| GET | Read | `<resource>:read` |\\n| POST | Create | `<resource>:create` |\\n| PUT/PATCH | Update | `<resource>:update` |\\n| DELETE | Delete | `<resource>:delete` |\\n\\nFor example, creating a new Droplet by making a `POST` request to the\\n`/v2/droplets` endpoint requires the `droplet:create` scope while\\nlisting Droplets by making a `GET` request to the `/v2/droplets`\\nendpoint requires the `droplet:read` scope.\\n\\nEach endpoint below specifies which scope is required to access it when\\nusing custom scopes.\\n\\n### How to Authenticate with OAuth\\n\\nIn order to make an authenticated request, include a bearer-type\\n`Authorization` header containing your OAuth token. All requests must be\\nmade over HTTPS.\\n\\n### Authenticate with a Bearer Authorization Header\\n\\n```\\ncurl -X $HTTP_METHOD -H \\\"Authorization: Bearer $DIGITALOCEAN_TOKEN\\\" \\\"https://api.digitalocean.com/v2/$OBJECT\\\"\\n```\\n\",\n    \"scheme\": \"bearer\",\n    \"type\": \"http\"\n  },\n  \"inference_bearer_auth\": {\n    \"description\": \"## OAuth Authentication\\n\\nIn order to interact with the DigitalOcean API, you or your application must\\nauthenticate.\\n\\nThe DigitalOcean API handles this through OAuth, an open standard for\\nauthorization. OAuth allows you to delegate access to your account.\\nScopes can be used to grant full access, read-only access, or access to\\na specific set of endpoints.\\n\\nYou can generate an OAuth token by visiting the [Apps & API](https://cloud.digitalocean.com/account/api/tokens)\\nsection of the DigitalOcean control panel for your account.\\n\\nAn OAuth token functions as a complete authentication request. In effect, it\\nacts as a substitute for a username and password pair.\\n\\nBecause of this, it is absolutely **essential** that you keep your OAuth\\ntokens secure. In fact, upon generation, the web interface will only display\\neach token a single time in order to prevent the token from being compromised.\\n\\nDigitalOcean access tokens begin with an identifiable prefix in order to\\ndistinguish them from other similar tokens.\\n\\n- `dop_v1_` for personal access tokens generated in the control panel\\n- `doo_v1_` for tokens generated by applications using [the OAuth flow](https://docs.digitalocean.com/reference/api/oauth-api/)\\n- `dor_v1_` for OAuth refresh tokens\\n\\n### Authenticate with a Bearer Authorization Header\\n\\n**Serverless Inference:**\\n\\n```\\ncurl -X POST -H \\\"Authorization: Bearer $DIGITALOCEAN_TOKEN\\\" \\\"https://inference.do-ai.run/v1/chat/completions\\\"\\n```\\n\\n**Agent Inference:**\\n\\n```\\ncurl -X POST -H \\\"Authorization: Bearer $AGENT_ACCESS_KEY\\\" \\\"https://{your-agent-url}.agents.do-ai.run/v1/chat/completions?agent=true\\\"\\n```\\n\\n**Note:** Agent Inference APIs use an `agent_access_key` (endpoint access\\nkey) instead of a DigitalOcean OAuth token. The `agent_access_key` is\\nprovided when you provision an agent endpoint and is scoped to that\\nspecific agent. It is not interchangeable with DigitalOcean OAuth tokens\\n(`dop_v1_*`, `doo_v1_*`, `dor_v1_*`), which are used with Serverless\\nInference and the control-plane API at `https://api.digitalocean.com`.\\n\",\n    \"scheme\": \"bearer\",\n    \"type\": \"http\"\n  }\n}")
SECURITY_FIELDS = json.loads("{\n  \"bearer_auth\": {\n    \"field\": \"HTTP_METHOD\",\n    \"kind\": \"http\",\n    \"scheme\": \"bearer\"\n  },\n  \"inference_bearer_auth\": {\n    \"field\": \"DIGITALOCEAN_TOKEN\",\n    \"kind\": \"http\",\n    \"scheme\": \"bearer\"\n  }\n}")
PATH_PARAMETER_RE = re.compile(r"{([^}/]+)}")
SOURCE_ROOT = Path(globals().get("__file__", "agent.py")).resolve().parent
SOURCE_SKILLS_DIR = SOURCE_ROOT / "skills"
RUNTIME_SKILLS_DIR = ".deepagents/openapi-skills/"


class OperationInput(BaseModel):
    parameters: dict[str, Any] = Field(
        default_factory=dict,
        description="Path, query, header, and cookie parameters keyed by OpenAPI parameter name.",
    )
    body: Any | None = Field(default=None, description="JSON request body, when the operation accepts one.")


class DigitaloceanOpenapiAgent(A2AAgent):
    name = "digitalocean-openapi-agent"
    description = "Cloud control-plane API for compute, storage, networking, databases, and AI features."
    version = "2.0"
    consumer_setup = ConsumerSetup.from_fields(
        ConsumerSetupField.config("OPENAPI_BASE_URL", label="API base URL", description="Override the default API server (https://api.digitalocean.com).", required=False, input_type="url"),
        ConsumerSetupField.secret("HTTP_METHOD", label="bearer_auth bearer credential", description="## OAuth Authentication\n\nIn order to interact with the DigitalOcean API, you or your application must\nauthenticate.\n\nThe DigitalOcean API handles this through OAuth, an open standard for\nauthorization. OAuth allows you to delegate access to your account.\nScopes can be used to grant full access, read-only access, or access to\na specific set of endpoints.\n\nYou can generate an OAuth token by visiting the [Apps & API](https://cloud.digitalocean.com/account/api/tokens)\nsection of the DigitalOcean control panel for your account.\n\nAn OAuth token functions as a complete authentication request. In effect, it\nacts as a substitute for a username and password pair.\n\nBecause of this, it is absolutely **essential** that you keep your OAuth\ntokens secure. In fact, upon generation, the web interface will only display\neach token a single time in order to prevent the token from being compromised.\n\nDigitalOcean access tokens begin with an identifiable prefix in order to\ndistinguish them from other similar tokens.\n\n- `dop_v1_` for personal access tokens generated in the control panel\n- `doo_v1_` for tokens generated by applications using [the OAuth flow](https://docs.digitalocean.com/reference/api/oauth-api/)\n- `dor_v1_` for OAuth refresh tokens\n\n### Scopes\n\nScopes act like permissions assigned to an API token. These permissions\ndetermine what actions the token can perform. You can create API\ntokens that grant read-only access, full access, or limited access to\nspecific endpoints by using custom scopes.\n\nGenerally, scopes are designed to match HTTP verbs and common CRUD\noperations (Create, Read, Update, Delete).\n\n| HTTP Verb | CRUD Operation | Scope |\n|---|---|---|\n| GET | Read | `<resource>:read` |\n| POST | Create | `<resource>:create` |\n| PUT/PATCH | Update | `<resource>:update` |\n| DELETE | Delete | `<resource>:delete` |\n\nFor example, creating a new Droplet by making a `POST` request to the\n`/v2/droplets` endpoint requires the `droplet:create` scope while\nlisting Droplets by making a `GET` request to the `/v2/droplets`\nendpoint requires the `droplet:read` scope.\n\nEach endpoint below specifies which scope is required to access it when\nusing custom scopes.\n\n### How to Authenticate with OAuth\n\nIn order to make an authenticated request, include a bearer-type\n`Authorization` header containing your OAuth token. All requests must be\nmade over HTTPS.\n\n### Authenticate with a Bearer Authorization Header\n\n```\ncurl -X $HTTP_METHOD -H \"Authorization: Bearer $DIGITALOCEAN_TOKEN\" \"https://api.digitalocean.com/v2/$OBJECT\"\n```", required=True),
        ConsumerSetupField.secret("DIGITALOCEAN_TOKEN", label="inference_bearer_auth bearer credential", description="## OAuth Authentication\n\nIn order to interact with the DigitalOcean API, you or your application must\nauthenticate.\n\nThe DigitalOcean API handles this through OAuth, an open standard for\nauthorization. OAuth allows you to delegate access to your account.\nScopes can be used to grant full access, read-only access, or access to\na specific set of endpoints.\n\nYou can generate an OAuth token by visiting the [Apps & API](https://cloud.digitalocean.com/account/api/tokens)\nsection of the DigitalOcean control panel for your account.\n\nAn OAuth token functions as a complete authentication request. In effect, it\nacts as a substitute for a username and password pair.\n\nBecause of this, it is absolutely **essential** that you keep your OAuth\ntokens secure. In fact, upon generation, the web interface will only display\neach token a single time in order to prevent the token from being compromised.\n\nDigitalOcean access tokens begin with an identifiable prefix in order to\ndistinguish them from other similar tokens.\n\n- `dop_v1_` for personal access tokens generated in the control panel\n- `doo_v1_` for tokens generated by applications using [the OAuth flow](https://docs.digitalocean.com/reference/api/oauth-api/)\n- `dor_v1_` for OAuth refresh tokens\n\n### Authenticate with a Bearer Authorization Header\n\n**Serverless Inference:**\n\n```\ncurl -X POST -H \"Authorization: Bearer $DIGITALOCEAN_TOKEN\" \"https://inference.do-ai.run/v1/chat/completions\"\n```\n\n**Agent Inference:**\n\n```\ncurl -X POST -H \"Authorization: Bearer $AGENT_ACCESS_KEY\" \"https://{your-agent-url}.agents.do-ai.run/v1/chat/completions?agent=true\"\n```\n\n**Note:** Agent Inference APIs use an `agent_access_key` (endpoint access\nkey) instead of a DigitalOcean OAuth token. The `agent_access_key` is\nprovided when you provision an agent endpoint and is scoped to that\nspecific agent. It is not interchangeable with DigitalOcean OAuth tokens\n(`dop_v1_*`, `doo_v1_*`, `dor_v1_*`), which are used with Serverless\nInference and the control-plane API at `https://api.digitalocean.com`.", required=False),
    )
    llm_provisioning = LLMProvisioning.PLATFORM
    pricing = Pricing(
        price_per_call_usd=0.0,
        caller_pays_llm=True,
        notes="Uses the caller's saved LLM credential through ctx.llm.",
    )
    resources = Resources(cpu="200m", memory="512Mi")
    egress = EgressPolicy(
        allow_hosts=('api.digitalocean.com',),
        deny_internet_by_default=True,
    )
    tools_used = ("openapi", "deepagents")
    capabilities = {
        "openapi_auto_agent": {
            "operation_count": len(OPERATIONS),
            "default_base_url": DEFAULT_BASE_URL,
            "source_openapi_url": 'https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml',
            "source_openapi_urls": ['https://raw.githubusercontent.com/digitalocean/openapi/main/specification/DigitalOcean-public.v2.yaml'],
            "server_urls": ['https://api.digitalocean.com'],
            "regenerable": True,
            "security_schemes": list(SECURITY_SCHEMES),
        }
    }

    @skill(
        name="auto",
        description="Use the OpenAPI service to complete a natural-language goal.",
        tags=("openapi", "auto"),
        timeout_seconds=900,
    )
    async def auto(self, ctx: RunContext, goal: str) -> dict[str, Any]:
        creds = ctx.llm
        if not creds.api_key:
            return {
                "error": "llm_credentials_missing",
                "final": (
                    "LLM key required. Add an LLM credential in Settings > "
                    "LLM credentials before running this agent."
                ),
                "messages": [],
            }
        backend = ctx.workspace_backend()
        skills_root = _seed_runtime_skills(backend, ctx)
        graph = create_a2a_deep_agent(
            ctx,
            creds=creds,
            backend=backend,
            tools=[],
            subagents=self._operation_subagents(ctx, skills_root),
            system_prompt=self._system_prompt(),
        )
        result = await graph.ainvoke({"messages": [{"role": "user", "content": goal}]})
        messages = result.get("messages", []) if isinstance(result, dict) else []
        final = _message_text(messages[-1]) if messages else result
        return {
            "final": final,
            "messages": [_message_to_dict(message) for message in messages[-8:]],
        }



    def _operation_subagents(self, ctx: RunContext, skills_root: str) -> list[dict[str, Any]]:
        subagents: list[dict[str, Any]] = []
        for group in OPERATION_GROUPS:
            skill_path = (
                f"{skills_root}{group['skill_dir']}/"
                if skills_root
                else ""
            )
            subagent = {
                "name": group["subagent_name"],
                "description": group["description"],
                "system_prompt": self._subagent_prompt(group),
                "tools": self._operation_tools(ctx, set(group["operation_ids"])),
            }
            if skill_path:
                subagent["skills"] = [skill_path]
            subagents.append(subagent)
        return subagents

    def _operation_tools(
        self,
        ctx: RunContext,
        operation_ids: set[str] | None = None,
    ) -> list[StructuredTool]:
        tools: list[StructuredTool] = []
        for operation_id, operation in OPERATIONS.items():
            if operation_ids is not None and operation_id not in operation_ids:
                continue
            async def call(
                parameters: dict[str, Any] | None = None,
                body: Any | None = None,
                *,
                _operation_id: str = operation_id,
            ) -> dict[str, Any]:
                return await self._request(
                    ctx,
                    _operation_id,
                    parameters=parameters or {},
                    body=body,
                )

            tools.append(
                StructuredTool.from_function(
                    coroutine=call,
                    name=operation["skill_name"],
                    description=self._tool_description(operation),
                    args_schema=OperationInput,
                )
            )
        return tools

    def _system_prompt(self) -> str:
        if OPERATION_GROUPS:
            lines = [
                "You coordinate route-specific OpenAPI subagents.",
                "Delegate API work to the matching subagent with the task tool.",
                "Do not invent API responses; ask subagents to call their tools for real results.",
                "If a subagent reports missing consumer setup, tell the user which setup field is required.",
                "If a subagent reports that the generated OpenAPI agent may be stale, ask whether the user wants to refresh it from the latest OpenAPI spec.",
                "",
                "Available route groups:",
            ]
            for group in OPERATION_GROUPS:
                lines.append(
                    f"- {group['subagent_name']}: {group['description']}"
                )
            return "\n".join(lines)
        lines = [
            "You operate an API through generated OpenAPI tools.",
            "Call tools to get real results. Do not invent API responses.",
            "For write, update, or delete operations, explain the intended action before calling the tool.",
            "If an operation reports missing consumer setup, tell the user which setup field is required.",
            "If an operation returns 404, 405, 410, or a schema/validation error that suggests the live API no longer matches these tools, tell the user this generated agent may need to be refreshed from the latest OpenAPI spec and ask whether they want to refresh it.",
            "",
            "Available operations:",
        ]
        for operation in OPERATIONS.values():
            marker = "WRITE" if operation.get("destructive") else "READ"
            lines.append(
                f"- {operation['skill_name']}: {marker} {operation['method']} {operation['path']} — {operation['summary']}"
            )
        return "\n".join(lines)

    def _subagent_prompt(self, group: dict[str, Any]) -> str:
        lines = [
            "You operate one route group from a generated OpenAPI API.",
            "Use the available operation tools to make real API calls. Do not invent API responses.",
            "Read the route group's SKILL.md when it applies; it lists every route you cover.",
            "For write, update, or delete operations, explain the intended action before calling the tool.",
            "If an operation reports missing consumer setup, return the exact setup field name.",
            "If an operation returns 404, 405, 410, or a schema/validation error that suggests the live API no longer matches these tools, say the generated agent may need to be refreshed from the latest OpenAPI spec.",
            "",
            f"Route group: {group['label']}",
            f"Common prefix: {group.get('common_prefix') or '/'}",
            "Available operation tools:",
        ]
        for operation_id in group["operation_ids"]:
            operation = OPERATIONS[operation_id]
            marker = "WRITE" if operation.get("destructive") else "READ"
            lines.append(
                f"- {operation['skill_name']}: {marker} {operation['method']} {operation['path']} - {operation['summary']}"
            )
        return "\n".join(lines)

    def _tool_description(self, operation: dict[str, Any]) -> str:
        parts = [
            f"{operation['method']} {operation['path']}",
            str(operation.get("description") or operation.get("summary") or ""),
        ]
        if operation.get("parameters"):
            parts.append(
                "Parameters: "
                + ", ".join(
                    f"{p['name']} in {p['in']}{' required' if p.get('required') else ''}"
                    for p in operation["parameters"]
                )
            )
        if operation.get("request_body") is not None:
            parts.append("Accepts a JSON request body.")
        return "\n".join(part for part in parts if part)

    async def _request(
        self,
        ctx: RunContext,
        operation_id: str,
        *,
        parameters: dict[str, Any],
        body: Any | None,
    ) -> dict[str, Any]:
        operation = OPERATIONS[operation_id]
        default_base_url = str(operation.get("base_url") or DEFAULT_BASE_URL).rstrip("/")
        base_url_field = str(operation.get("base_url_field") or "OPENAPI_BASE_URL")
        base_url = str(ctx.consumer_config(base_url_field, default_base_url) or default_base_url).rstrip("/")
        url, query, headers = self._request_parts(ctx, operation, parameters)
        request_kwargs: dict[str, Any] = {
            "params": query,
            "headers": headers,
        }
        if body is not None:
            if isinstance(body, (bytes, bytearray)):
                body = body.decode("utf-8", errors="replace")
            if isinstance(body, str):
                stripped = body.strip()
                if stripped and stripped[0] in "{[":
                    try:
                        body = json.loads(stripped)
                    except ValueError:
                        pass
            request_kwargs["json"] = body
        async with httpx.AsyncClient(timeout=60.0, follow_redirects=True) as client:
            response = await client.request(
                operation["method"],
                f"{base_url}{url}",
                **request_kwargs,
            )
        content_type = response.headers.get("content-type", "")
        try:
            payload: Any = response.json() if "json" in content_type else response.text
        except ValueError:
            payload = response.text
        if response.status_code >= 400:
            out = {
                "ok": False,
                "status_code": response.status_code,
                "operation_id": operation_id,
                "error": payload,
            }
            if response.status_code in {404, 405, 410, 422}:
                out["stale_openapi_hint"] = (
                    "This generated OpenAPI agent may be stale. Ask the user "
                    "whether they want to refresh it from the latest OpenAPI spec."
                )
            return out
        return {
            "ok": True,
            "status_code": response.status_code,
            "operation_id": operation_id,
            "result": payload,
        }

    def _request_parts(
        self,
        ctx: RunContext,
        operation: dict[str, Any],
        parameters: dict[str, Any],
    ) -> tuple[str, dict[str, Any], dict[str, str]]:
        path = operation["path"]
        query: dict[str, Any] = {}
        headers: dict[str, str] = {}
        cookies: dict[str, Any] = {}
        for param in operation.get("parameters") or []:
            name = param["name"]
            if name not in parameters:
                if param.get("required"):
                    raise ValueError(f"missing required parameter {name!r}")
                continue
            value = parameters[name]
            location = param["in"]
            if location == "path":
                path = path.replace("{" + name + "}", str(value))
            elif location == "query":
                query[name] = value
            elif location == "header":
                headers[name] = str(value)
            elif location == "cookie":
                cookies[name] = value
        unresolved = PATH_PARAMETER_RE.findall(path)
        if unresolved:
            missing = ", ".join(sorted(set(unresolved)))
            raise ValueError("missing required path parameter(s): " + missing)
        if cookies:
            headers["cookie"] = "; ".join(f"{key}={value}" for key, value in cookies.items())
        auth_headers, auth_query = self._auth_for_operation(ctx, operation)
        headers.update(auth_headers)
        query.update(auth_query)
        return path, query, headers

    def _auth_for_operation(self, ctx: RunContext, operation: dict[str, Any]) -> tuple[dict[str, str], dict[str, Any]]:
        requirements = operation.get("security")
        if requirements is None:
            requirements = ROOT_SECURITY
        if requirements == []:
            return {}, {}
        missing: list[str] = []
        for requirement in requirements or []:
            if not isinstance(requirement, dict) or not requirement:
                return {}, {}
            headers: dict[str, str] = {}
            query: dict[str, Any] = {}
            ok = True
            for scheme_name in requirement:
                mapping = SECURITY_FIELDS.get(scheme_name) or {}
                secret_name = mapping.get("field")
                value = _consumer_secret_optional(ctx, secret_name) if secret_name else ""
                if not value:
                    ok = False
                    if secret_name:
                        missing.append(secret_name)
                    continue
                kind = mapping.get("kind")
                if kind == "apiKey":
                    prefix = mapping.get("prefix") or ""
                    sent_value = f"{prefix}{value}"
                    if mapping.get("location") == "query":
                        query[mapping.get("name") or scheme_name] = sent_value
                    else:
                        headers[mapping.get("name") or scheme_name] = sent_value
                elif kind in {"http", "oauth2"}:
                    scheme = mapping.get("scheme") or "Bearer"
                    if scheme.lower() == "basic":
                        token = base64.b64encode(value.encode("utf-8")).decode("ascii")
                        headers["authorization"] = f"Basic {token}"
                    else:
                        headers["authorization"] = f"{scheme} {value}"
                else:
                    ok = False
            if ok:
                return headers, query
        if missing:
            raise ConsumerSetupMissing(
                "operation requires consumer setup secret(s): "
                + ", ".join(sorted(set(missing)))
            )
        return {}, {}


def _consumer_secret_optional(ctx: RunContext, name: str | None) -> str:
    if not name:
        return ""
    try:
        return ctx.consumer_secret(name)
    except ConsumerSetupMissing:
        return ""


def _runtime_skills_root(ctx: RunContext) -> str:
    workspace = getattr(ctx, "_workspace", None)
    prefixes = tuple(getattr(workspace, "write_prefixes", ()) or ())
    if not prefixes:
        outputs_prefix = getattr(workspace, "outputs_prefix", None)
        prefixes = (outputs_prefix or "outputs/",)
    prefix = str(prefixes[0]).strip("/")
    return f"/{prefix}/{RUNTIME_SKILLS_DIR}" if prefix else f"/{RUNTIME_SKILLS_DIR}"


def _seed_runtime_skills(backend: Any, ctx: RunContext) -> str:
    if not SOURCE_SKILLS_DIR.exists():
        return ""
    runtime_root = _runtime_skills_root(ctx)
    uploads: list[tuple[str, bytes]] = []
    for path in SOURCE_SKILLS_DIR.rglob("*"):
        if not path.is_file():
            continue
        rel = path.relative_to(SOURCE_SKILLS_DIR).as_posix()
        uploads.append((runtime_root + rel, path.read_bytes()))
    if not uploads:
        return ""
    backend.upload_files(uploads)
    return runtime_root


def _message_text(message: Any) -> Any:
    content = getattr(message, "content", message)
    return content


def _message_to_dict(message: Any) -> dict[str, Any]:
    if isinstance(message, BaseMessage):
        return message.model_dump(mode="json")
    if hasattr(message, "model_dump"):
        return message.model_dump(mode="json")
    if isinstance(message, dict):
        return message
    return {"content": str(message)}


agent = DigitaloceanOpenapiAgent()