anda_brain 0.12.1

🧠 Anda Brain (大脑) — Autonomous Graph Memory for AI Agents
Documentation
{
  "format": "anda-brain:runtime-api-v1",
  "spaces": {
    "example_space": {
      "bootstrap": false,
      "subjects": [
        {
          "credential": {
            "kind": "cwt_subject",
            "subject": "gllqn-eyk"
          },
          "principal": "kip:principal:runtime-auditor",
          "observer": false,
          "audit_recipients": true
        },
        {
          "credential": {
            "kind": "cwt_subject",
            "subject": "ixidm-bil"
          },
          "principal": "kip:principal:workflow-observer",
          "observer": true,
          "audit_recipients": false
        }
      ],
      "audience": [
        "kip:principal:runtime-auditor"
      ],
      "observers": [],
      "adapter": null,
      "learning": {
        "id": "workflow_http_v1",
        "registration": {
          "registration_id": "reviewed-workflow-v1",
          "task_family": "tool_workflow.precondition.v1",
          "controller_control_domain": "brain-controller",
          "executor_principal": "kip:principal:workflow-executor",
          "executor_control_domain": "business-workflow-host",
          "observer": {
            "principal_id": "kip:principal:workflow-observer",
            "configuration_digest": "sha256:42b914e08503ea0809ae1118318eb186dcc37da93648ec7aca3a525cf47112e0",
            "control_domain": "independent-workflow-instrument"
          },
          "model_digest": "sha256:faf7e4d978742449ef22553e3444aea92f15d9c0459ec0ef89006175dca4e40d",
          "tool_versions": {
            "workflow": "1"
          },
          "budget": {
            "tool_calls": 8,
            "elapsed_ms": 10000,
            "input_tokens": 4096,
            "output_tokens": 1024
          },
          "alpha": 0.05,
          "minimum_effect": 0.1,
          "maximum_failure_rate": 0.1,
          "minimum_pairs": 32,
          "maximum_pairs": 128,
          "maximum_jobs": 4,
          "reconcile_timeout_ms": 3000,
          "rule_digest": "sha256:483825326176e7cf196c9a4f0c4922897e9a4427dd57d7c2de611f3ee9b292ff",
          "calibration_digest": "sha256:bec6fb1e176aa58e0c4114c408f4b67859ebf08ca190bd062d824f37d0d51058"
        },
        "identity": {
          "principal_id": "kip:principal:workflow-executor",
          "control_domain": "business-workflow-host",
          "model_digest": "sha256:faf7e4d978742449ef22553e3444aea92f15d9c0459ec0ef89006175dca4e40d",
          "environment_digest": "sha256:6677807fe91190a3272f8da0e053a828183866afb5bef18f8f4479b65ac30d6e",
          "base_memory_digest": "sha256:ee215d08bbf4ba7bb5939ecec85b1b5e4b345b599fcf04b2c035f301342f4ec0",
          "tool_versions": {
            "workflow": "1"
          },
          "budget_digest": "sha256:788df3c32d47095dd42dfb1acde239629e26b97823848ab127eebd07b38917d3"
        },
        "automation": {
          "trials": false,
          "reviews": false,
          "archive": false,
          "safety": false
        },
        "storage": {
          "maximum_records": 4096,
          "maximum_reserved_bytes": 274877906944
        },
        "executor_endpoint": "https://workflow.example.invalid/executor/",
        "observer_endpoint": "https://instrument.example.invalid/observer/",
        "source_endpoint": "https://plans.example.invalid/source/",
        "executor_token_env": "WORKFLOW_EXECUTOR_TOKEN",
        "observer_token_env": "WORKFLOW_OBSERVER_TOKEN",
        "source_token_env": "WORKFLOW_SOURCE_TOKEN",
        "source_id": "reviewed-workflow-source",
        "source_digest": "sha256:93782e0b4604c6281d103ecba993a50df47779d37934a85f98ff6efe02c30c95",
        "calibration": {
          "format": "anda-brain:learning-calibration-v1",
          "reviewed_by": "kip:principal:deployment-reviewer",
          "approved_for_automatic_trials": false,
          "contract_digest": "sha256:2999f0ee9898a7809cc683a40a3aa80bc0c051c62758b712086526b079316c25",
          "environment_digest": "sha256:6677807fe91190a3272f8da0e053a828183866afb5bef18f8f4479b65ac30d6e",
          "training_manifest": {
            "replace_with": "actual training manifest"
          },
          "validation_manifest": {
            "replace_with": "actual disjoint validation manifest"
          },
          "report": {
            "replace_with": "actual MIB calibration report"
          }
        },
        "callback_timeout_ms": 10000
      }
    }
  }
}