{
  "about": "Subagents (subagents.md, spec 3.3.0): which model a subagent runs on, and when subagents are offered. `models`: the models the person may use, by served id — `id` at its connection, display `name`, `capacity` (models/schema.json; {} — no limit); `session`: the session's model, one of them. `op` `model` — a task or team_add call with `model` (absent: none given) after the person typed `said` in this session (oldest first; `other`: texts that are not the person's — the model's, a tool's) — answers `{model}`: the served id the subagent runs on, or `{refused}`: the text, word for word (loop.json subagents.texts). `op` `offer` (`subagents`: enabled, default true) — `{offered, own, note}`: whether the Subagents setting and the team tools are offered, whether the session's model can serve its own subagents, and the note line that says it cannot (context.note.team_own) where subagents are offered, else null. LLeMbas: services/subagents.py; CLI: team/subagents.ts.",
  "cases": [
    {
      "about": "No model given: the session's own, on a model with no limit.",
      "op": "model",
      "session": "api/atlas-1",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Look into the parser."
      ],
      "expect": {
        "model": "api/atlas-1"
      }
    },
    {
      "about": "No model given: the session's own, on a model that serves several at once.",
      "op": "model",
      "session": "lab2/fast-8b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "expect": {
        "model": "lab2/fast-8b"
      }
    },
    {
      "about": "No model given and the session's model serves one request at a time: refused, and nothing else is picked.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Split this up between subagents."
      ],
      "expect": {
        "refused": "This model serves one request at a time: name another model, on another server, for subagents."
      }
    },
    {
      "about": "Another model the person never named: refused.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Hello."
      ],
      "model": "box/coder-30b",
      "expect": {
        "refused": "Use another model for subagents only when the person names it."
      }
    },
    {
      "about": "Named by its served id: allowed, though it serves one request at a time — it is on another server.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Use box/coder-30b for the subagents."
      ],
      "model": "box/coder-30b",
      "expect": {
        "model": "box/coder-30b"
      }
    },
    {
      "about": "Named by its id at its connection, in other letter case.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "try CODER-30B"
      ],
      "model": "box/coder-30b",
      "expect": {
        "model": "box/coder-30b"
      }
    },
    {
      "about": "Named by its display name, without case.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "The subagents can use coder 30b"
      ],
      "model": "box/coder-30b",
      "expect": {
        "model": "box/coder-30b"
      }
    },
    {
      "about": "White space in a display name matches any run of white space.",
      "op": "model",
      "session": "api/atlas-1",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Give that to Gemma\n  12B, please."
      ],
      "model": "lab/gemma-12b",
      "expect": {
        "model": "lab/gemma-12b"
      }
    },
    {
      "about": "A whole word only: a longer id that begins with the name does not name it.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "coder-30b-instruct is good at this."
      ],
      "model": "box/coder-30b",
      "expect": {
        "refused": "Use another model for subagents only when the person names it."
      }
    },
    {
      "about": "The longer id names its own model.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "coder-30b-instruct is good at this."
      ],
      "model": "box/coder-30b-instruct",
      "expect": {
        "model": "box/coder-30b-instruct"
      }
    },
    {
      "about": "A full stop or a colon that ends the sentence ends the word.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Run the subagents on coder-30b."
      ],
      "model": "box/coder-30b",
      "expect": {
        "model": "box/coder-30b"
      }
    },
    {
      "about": "A colon followed by a letter continues the word: a tag is another name.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "coder-30b:q4 would do."
      ],
      "model": "box/coder-30b",
      "expect": {
        "refused": "Use another model for subagents only when the person names it."
      }
    },
    {
      "about": "Named in an earlier message of the session: still named.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Use coder-30b for subagents today.",
        "Now the tests."
      ],
      "model": "box/coder-30b",
      "expect": {
        "model": "box/coder-30b"
      }
    },
    {
      "about": "Only the person's words count: a model named in the model's text or a tool's output is not named.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Go on."
      ],
      "other": [
        "Maybe box/coder-30b would help.",
        "models: box/coder-30b, lab/gemma-12b"
      ],
      "model": "box/coder-30b",
      "expect": {
        "refused": "Use another model for subagents only when the person names it."
      }
    },
    {
      "about": "Named, but on the session's model's one-model server: refused — it would unload the lead's model.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "use gemma-12b"
      ],
      "model": "lab/gemma-12b",
      "expect": {
        "refused": "That model is on the same one-model server as this chat's model; name a model on another server."
      }
    },
    {
      "about": "Not named and on the same server: not_named is said first.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "model": "lab/gemma-12b",
      "expect": {
        "refused": "Use another model for subagents only when the person names it."
      }
    },
    {
      "about": "A one-model server's model is fine when the session's model is not on it.",
      "op": "model",
      "session": "api/atlas-1",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "Use Gemma 12B for that."
      ],
      "model": "lab/gemma-12b",
      "expect": {
        "model": "lab/gemma-12b"
      }
    },
    {
      "about": "The session's own model given as `model` needs no naming.",
      "op": "model",
      "session": "lab2/fast-8b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "model": "lab2/fast-8b",
      "expect": {
        "model": "lab2/fast-8b"
      }
    },
    {
      "about": "The session's own model, named, still serves one request at a time: refused.",
      "op": "model",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "box/coder-30b-instruct": {
          "id": "coder-30b-instruct",
          "name": "Coder 30B Instruct",
          "capacity": {
            "parallel": 2
          }
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        },
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "said": [
        "use qwen-27b for them"
      ],
      "model": "lab/qwen-27b",
      "expect": {
        "refused": "This model serves one request at a time: name another model, on another server, for subagents."
      }
    },
    {
      "about": "A model with no limit serves its own subagents.",
      "op": "offer",
      "session": "api/atlas-1",
      "models": {
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        }
      },
      "expect": {
        "offered": true,
        "own": true,
        "note": null
      }
    },
    {
      "about": "A model that serves several at once, alone: offered.",
      "op": "offer",
      "session": "lab2/fast-8b",
      "models": {
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        }
      },
      "expect": {
        "offered": true,
        "own": true,
        "note": null
      }
    },
    {
      "about": "A one-request model whose only other models are on its own one-model server: nothing is offered.",
      "op": "offer",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        }
      },
      "expect": {
        "offered": false,
        "own": false,
        "note": null
      }
    },
    {
      "about": "A one-request model with a model on another server: offered, and the note says the session's model cannot serve subagents itself.",
      "op": "offer",
      "session": "lab/qwen-27b",
      "models": {
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "lab/gemma-12b": {
          "id": "gemma-12b",
          "name": "Gemma 12B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        },
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        }
      },
      "expect": {
        "offered": true,
        "own": false,
        "note": "This model serves one request at a time, so subagents cannot run on it: they need another model, on another server, that the person names in this chat."
      }
    },
    {
      "about": "Another server's model counts whatever its own capacity: one request at a time is enough.",
      "op": "offer",
      "session": "box/coder-30b",
      "models": {
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        },
        "lab/qwen-27b": {
          "id": "qwen-27b",
          "name": "Qwen 27B",
          "capacity": {
            "group": "lab",
            "parallel": 1
          }
        }
      },
      "expect": {
        "offered": true,
        "own": false,
        "note": "This model serves one request at a time, so subagents cannot run on it: they need another model, on another server, that the person names in this chat."
      }
    },
    {
      "about": "Subagents switched off: nothing is offered, whatever the models.",
      "op": "offer",
      "session": "api/atlas-1",
      "models": {
        "api/atlas-1": {
          "id": "atlas-1",
          "name": "Atlas 1",
          "capacity": {}
        },
        "lab2/fast-8b": {
          "id": "fast-8b",
          "name": "Fast 8B",
          "capacity": {
            "group": "lab2",
            "parallel": 4
          }
        }
      },
      "subagents": false,
      "expect": {
        "offered": false,
        "own": true,
        "note": null
      }
    },
    {
      "about": "A one-request model alone: nothing is offered.",
      "op": "offer",
      "session": "box/coder-30b",
      "models": {
        "box/coder-30b": {
          "id": "coder-30b",
          "name": "Coder 30B",
          "capacity": {
            "parallel": 1
          }
        }
      },
      "expect": {
        "offered": false,
        "own": false,
        "note": null
      }
    }
  ]
}