anda_brain 0.10.2

🧠 Anda Brain (大脑) — Autonomous Graph Memory for AI Agents
Documentation
{
  "id": "project_budget",
  "description": "Checks whether project context and rough budget survive later task requests.",
  "hidden_profile": {
    "projects": {
      "home_renovation": {
        "budget": "$200k",
        "location": "Orange County, CA"
      }
    }
  },
  "default_context": {
    "counterparty": "user_042",
    "agent": "eval_agent",
    "source": "longitudinal_eval",
    "topic": "home_renovation"
  },
  "timeline": [
    {
      "turn": 1,
      "type": "normal",
      "timestamp": "2026-02-01T10:00:00Z",
      "user": "I'm starting a home renovation project in Orange County."
    },
    {
      "turn": 2,
      "type": "normal",
      "timestamp": "2026-02-02T10:00:00Z",
      "user": "The rough budget is about $200k, but I want to avoid sounding too locked in when talking to contractors."
    },
    {
      "turn": 3,
      "type": "checkpoint_synthetic",
      "timestamp": "2026-02-20T10:00:00Z",
      "query": "Write an email to follow up on the renovation cost with the general contractor.",
      "evaluation": {
        "scoring_rubric": "The answer should pull in project context without pretending the budget is exact.",
        "required_answer_terms": ["renovation", "$200k"],
        "forbidden_answer_terms": ["exact budget", "guaranteed"],
        "expected_memories": [
          {
            "id": "renovation_budget",
            "description": "Home renovation project has a rough budget around $200k.",
            "mode": "should_exist",
            "probe": {
              "command": "SEARCH CONCEPT \"home renovation budget 200k Orange County\" MODE \"semantic\" THRESHOLD 0.6 LIMIT 10",
              "readonly": true
            },
            "answer_terms": ["renovation", "$200k"],
            "trace_terms": ["renovation", "200k", "Orange County"]
          }
        ]
      }
    }
  ]
}