{
  "schema_version": "2026-06-04",
  "language": "python",
  "name": "learnhouse-agent",
  "description": "LearnHouse is an open-source platform tailored for learning experiences.",
  "version": "1.2.8",
  "entrypoint": {
    "module": "agent",
    "class_name": "Learnhouse",
    "function": null,
    "command": []
  },
  "skills": [
    {
      "name": "auto",
      "description": "Use the OpenAPI service to complete a natural-language goal.",
      "handler": "auto",
      "tags": [
        "openapi",
        "auto"
      ],
      "scopes": [],
      "stream": false,
      "policy": {
        "timeout_seconds": 900.0,
        "idempotent": false,
        "max_retries": 0,
        "cost_class": null,
        "allow_scope_expansion": false,
        "grant_mode": null,
        "grant_allow_patterns": [],
        "grant_deny_patterns": [],
        "grant_outputs_prefix": null,
        "grant_write_prefixes": [],
        "grant_ttl_seconds": null,
        "grant_run_timeout_seconds": null,
        "grant_approval_timeout_seconds": null,
        "grant_scope_approval_timeout_seconds": null
      },
      "input_schema": {
        "type": "object",
        "properties": {
          "goal": {
            "type": "string"
          }
        },
        "required": [
          "goal"
        ],
        "additionalProperties": false
      },
      "output_schema": {
        "additionalProperties": true,
        "type": "object"
      }
    }
  ],
  "capabilities": {
    "openapi_auto_agent": {
      "operation_count": 422,
      "default_base_url": "https://learnhouse.a2acloud.io",
      "source_openapi_url": "https://learnhouse.a2acloud.io/openapi.json",
      "source_openapi_urls": [
        "https://learnhouse.a2acloud.io/openapi.json"
      ],
      "server_urls": [
        "https://learnhouse.a2acloud.io"
      ],
      "regenerable": true,
      "security_schemes": []
    }
  },
  "input_modes": [
    "application/json"
  ],
  "output_modes": [
    "application/json"
  ],
  "required_secrets": [],
  "required_env": [],
  "consumer_setup": {
    "fields": [
      {
        "name": "OPENAPI_BASE_URL",
        "kind": "config",
        "label": "API base URL",
        "description": "Override the default API server (https://learnhouse.a2acloud.io).",
        "required": false,
        "input_type": "url",
        "options": []
      }
    ]
  },
  "runtime": {
    "lifecycle": "ephemeral",
    "availability": "on_demand",
    "state": "none",
    "sandbox": "microsandbox",
    "resources": {
      "cpu": "200m",
      "memory": "512Mi",
      "gpu": 0,
      "max_runtime_seconds": 600
    },
    "concurrency": 1,
    "egress": {
      "allow_hosts": [
        "learnhouse.a2acloud.io"
      ],
      "allow_internal_services": [],
      "deny_internet_by_default": true
    },
    "tools_used": [
      "openapi",
      "deepagents"
    ],
    "llm_provisioning": "platform",
    "pricing": {
      "price_per_call_usd": 0.0,
      "caller_pays_llm": true,
      "notes": "Uses the caller's saved LLM credential through ctx.llm."
    },
    "wants_cp_jwt": false,
    "platform_resources": {
      "memory": null,
      "databases": []
    },
    "endpoints": [],
    "apt_packages": []
  },
  "template_lineage": null,
  "meta_agent_manifest": null,
  "state_schema": null,
  "workspace_access": {
    "enabled": false,
    "max_files": 0,
    "allowed_modes": [],
    "require_reason": true,
    "deny_patterns": [],
    "require_human_approval": false,
    "max_total_size_bytes": 104857600
  },
  "config_schema": {
    "description": "Default config model when an agent declares no config.",
    "properties": {},
    "title": "_EmptyConfig",
    "type": "object"
  },
  "auth": {
    "model": "a2a_pack.auth.NoAuth",
    "strategy": "public",
    "principal_schema": {
      "additionalProperties": false,
      "description": "Public agent: no caller identity required.",
      "properties": {},
      "title": "NoAuth",
      "type": "object"
    },
    "resolver": null,
    "required": false
  },
  "metadata": {
    "source": "python-a2a-pack",
    "project_manifest": {
      "name": "learnhouse-agent",
      "version": "1.2.8",
      "entrypoint": "agent:Learnhouse"
    }
  }
}