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Daily briefing

onelence_get_briefing
Read-onlyIdempotent

Start here for "what should I do today?": today's priorities, what to scale, hold or stop on a site with the reasons, data sufficiency and exceptional alerts. Decisions are stated only by this tool and onelence_get_decision; analytics and signals do not contain Decisions. Use a decision's source.id with onelence_get_decision for its evidence and limits.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "onelence_get_briefing"
  }
}

Input Schema

NameRequiredDescriptionDefault
endNoWindow end, inclusive for a date. Defaults to now.
siteNoSite domain (e.g. example.com) or site id. Defaults to the workspace's newest active site.
startNoWindow start: a date (YYYY-MM-DD) or ISO 8601 date-time. Defaults to 30 days before end.
response_formatNoconcise (default) keeps what is needed to answer and to chain the next call; detailed returns every field.
limit_per_postureNoDecisions per posture (default 5).

Output Schema

NameRequiredDescriptionDefault
noteYes
siteYes
alertsYes
countsYes
objectYes
windowYes
decisionsYes
prioritiesYes
data_statusYes
context_sourcesYes
attribution_confidenceYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "properties": {
      +    "alerts": {
      +      "items": {
      +        "properties": {
      +          "message": {
      +            "type": "string"
      +          },
      +          "severity": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ]
      +          },
      +          "source": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "source",
      +          "message",
      +          "severity"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "attribution_confidence": {
      +      "anyOf": [
      +        {
      +          "type": "string"
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ]
      +    },
      +    "context_sources": {
      +      "properties": {
      +        "acquisition": {
      +          "type": "number"
      +        },
      +        "owned": {
      +          "type": "number"
      +        },
      +        "utility": {
      +          "type": "number"
      +        }
      +      },
      +      "required": [
      +        "acquisition",
      +        "owned",
      +        "utility"
      +      ],
      +      "type": "object"
      +    },
      +    "counts": {
      +      "properties": {
      +        "hold": {
      +          "type": "number"
      +        },
      +        "scale": {
      +          "type": "number"
      +        },
      +        "stop": {
      +          "type": "number"
      +        }
      +      },
      +      "required": [
      +        "scale",
      +        "hold",
      +        "stop"
      +      ],
      +      "type": "object"
      +    },
      +    "data_status": {
      +      "properties": {
      +        "conversions": {
      +          "anyOf": [
      +            {
      +              "type": "number"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ]
      +        },
      +        "enough_data": {
      +          "type": "boolean"
      +        },
      +        "suggested_collect_days": {
      +          "anyOf": [
      +            {
      +              "type": "number"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ]
      +        },
      +        "visitors": {
      +          "anyOf": [
      +            {
      +              "type": "number"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ]
      +        }
      +      },
      +      "required": [
      +        "enough_data",
      +        "suggested_collect_days",
      +        "visitors",
      +        "conversions"
      +      ],
      +      "type": "object"
      +    },
      +    "decisions": {
      +      "properties": {
      +        "hold": {
      +          "items": {
      +            "properties": {
      +              "analysis_window": {
      +                "anyOf": [
      +                  {
      +                    "properties": {
      +                      "end": {
      +                        "type": "string"
      +                      },
      +                      "start": {
      +                        "type": "string"
      +                      },
      +                      "timezone": {
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "start",
      +                      "end",
      +                      "timezone"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "consequence": {
      +                "anyOf": [
      +                  {
      +                    "properties": {
      +                      "financial": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "if_followed": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "if_ignored": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "primary_risk": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "risk_level": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "time_horizon_days": {
      +                        "anyOf": [
      +                          {
      +                            "type": "number"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      }
      +                    },
      +                    "required": [
      +                      "primary_risk",
      +                      "risk_level",
      +                      "time_horizon_days",
      +                      "if_ignored",
      +                      "if_followed",
      +                      "financial"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "context": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "decision": {
      +                "properties": {
      +                  "confidence": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "posture": {
      +                    "anyOf": [
      +                      {
      +                        "enum": [
      +                          "scale",
      +                          "hold",
      +                          "stop"
      +                        ],
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "state": {
      +                    "enum": [
      +                      "available",
      +                      "unavailable"
      +                    ],
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "state",
      +                  "posture",
      +                  "confidence"
      +                ],
      +                "type": "object"
      +              },
      +              "evidence": {
      +                "properties": {
      +                  "blockers": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "completeness": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "missing": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "observed": {
      +                    "items": {
      +                      "properties": {
      +                        "currency": {
      +                          "type": "string"
      +                        },
      +                        "label": {
      +                          "type": "string"
      +                        },
      +                        "value": {
      +                          "anyOf": [
      +                            {
      +                              "anyOf": [
      +                                {
      +                                  "type": "string"
      +                                },
      +                                {
      +                                  "type": "number"
      +                                },
      +                                {
      +                                  "type": "boolean"
      +                                }
      +                              ]
      +                            },
      +                            {
      +                              "type": "null"
      +                            }
      +                          ]
      +                        }
      +                      },
      +                      "required": [
      +                        "label",
      +                        "value"
      +                      ],
      +                      "type": "object"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "reliability": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "reviewed": {
      +                    "items": {
      +                      "properties": {
      +                        "currency": {
      +                          "type": "string"
      +                        },
      +                        "label": {
      +                          "type": "string"
      +                        },
      +                        "value": {
      +                          "anyOf": [
      +                            {
      +                              "anyOf": [
      +                                {
      +                                  "type": "string"
      +                                },
      +                                {
      +                                  "type": "number"
      +                                },
      +                                {
      +                                  "type": "boolean"
      +                                }
      +                              ]
      +                            },
      +                            {
      +                              "type": "null"
      +                            }
      +                          ]
      +                        }
      +                      },
      +                      "required": [
      +                        "label",
      +                        "value"
      +                      ],
      +                      "type": "object"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "summary": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
      +                  "summary",
      +                  "completeness",
      +                  "reliability",
      +                  "observed",
      +                  "reviewed",
      +                  "missing",
      +                  "blockers"
      +                ],
      +                "type": "object"
      +              },
      +              "limitations": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "metrics": {
      +                "properties": {
      +                  "conversion_rate": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "conversions": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "quality_score": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "traffic_share": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "visitors": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
      +                  "visitors",
      +                  "conversions",
      +                  "conversion_rate",
      +                  "traffic_share",
      +                  "quality_score"
      +                ],
      +                "type": "object"
      +              },
      +              "next_step": {
      +                "properties": {
      +                  "authorization": {
      +                    "anyOf": [
      +                      {
      +                        "enum": [
      +                          "authorized",
      +                          "review_required",
      +                          "unavailable"
      +                        ],
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "recommended_action": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "required_review_steps": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  }
      +                },
      +                "required": [
      +                  "recommended_action",
      +                  "authorization"
      +                ],
      +                "type": "object"
      +              },
      +              "object": {
      +                "const": "decision",
      +                "type": "string"
      +              },
      +              "primary_reason": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "readiness": {
      +                "properties": {
      +                  "message": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "state": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
      +                  "state",
      +                  "message"
      +                ],
      +                "type": "object"
      +              },
      +              "reasons": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "source": {
      +                "properties": {
      +                  "channel": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "id": {
      +                    "type": "string"
      +                  },
      +                  "name": {
      +                    "type": "string"
      +                  },
      +                  "role": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "type": {
      +                    "enum": [
      +                      "source",
      +                      "affiliate"
      +                    ],
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "id",
      +                  "name",
      +                  "type",
      +                  "channel",
      +                  "role"
      +                ],
      +                "type": "object"
      +              }
      +            },
      +            "required": [
      +              "object",
      +              "source",
      +              "decision",
      +              "primary_reason",
      +              "limitations",
      +              "next_step"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        "scale": {
      +          "items": {
      +            "properties": {
      +              "analysis_window": {
      +                "anyOf": [
      +                  {
      +                    "properties": {
      +                      "end": {
      +                        "type": "string"
      +                      },
      +                      "start": {
      +                        "type": "string"
      +                      },
      +                      "timezone": {
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "start",
      +                      "end",
      +                      "timezone"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "consequence": {
      +                "anyOf": [
      +                  {
      +                    "properties": {
      +                      "financial": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "if_followed": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "if_ignored": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "primary_risk": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "risk_level": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "time_horizon_days": {
      +                        "anyOf": [
      +                          {
      +                            "type": "number"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      }
      +                    },
      +                    "required": [
      +                      "primary_risk",
      +                      "risk_level",
      +                      "time_horizon_days",
      +                      "if_ignored",
      +                      "if_followed",
      +                      "financial"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "context": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "decision": {
      +                "properties": {
      +                  "confidence": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "posture": {
      +                    "anyOf": [
      +                      {
      +                        "enum": [
      +                          "scale",
      +                          "hold",
      +                          "stop"
      +                        ],
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "state": {
      +                    "enum": [
      +                      "available",
      +                      "unavailable"
      +                    ],
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "state",
      +                  "posture",
      +                  "confidence"
      +                ],
      +                "type": "object"
      +              },
      +              "evidence": {
      +                "properties": {
      +                  "blockers": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "completeness": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "missing": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "observed": {
      +                    "items": {
      +                      "properties": {
      +                        "currency": {
      +                          "type": "string"
      +                        },
      +                        "label": {
      +                          "type": "string"
      +                        },
      +                        "value": {
      +                          "anyOf": [
      +                            {
      +                              "anyOf": [
      +                                {
      +                                  "type": "string"
      +                                },
      +                                {
      +                                  "type": "number"
      +                                },
      +                                {
      +                                  "type": "boolean"
      +                                }
      +                              ]
      +                            },
      +                            {
      +                              "type": "null"
      +                            }
      +                          ]
      +                        }
      +                      },
      +                      "required": [
      +                        "label",
      +                        "value"
      +                      ],
      +                      "type": "object"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "reliability": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "reviewed": {
      +                    "items": {
      +                      "properties": {
      +                        "currency": {
      +                          "type": "string"
      +                        },
      +                        "label": {
      +                          "type": "string"
      +                        },
      +                        "value": {
      +                          "anyOf": [
      +                            {
      +                              "anyOf": [
      +                                {
      +                                  "type": "string"
      +                                },
      +                                {
      +                                  "type": "number"
      +                                },
      +                                {
      +                                  "type": "boolean"
      +                                }
      +                              ]
      +                            },
      +                            {
      +                              "type": "null"
      +                            }
      +                          ]
      +                        }
      +                      },
      +                      "required": [
      +                        "label",
      +                        "value"
      +                      ],
      +                      "type": "object"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "summary": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
      +                  "summary",
      +                  "completeness",
      +                  "reliability",
      +                  "observed",
      +                  "reviewed",
      +                  "missing",
      +                  "blockers"
      +                ],
      +                "type": "object"
      +              },
      +              "limitations": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "metrics": {
      +                "properties": {
      +                  "conversion_rate": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "conversions": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "quality_score": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "traffic_share": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "visitors": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
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      +                  "conversions",
      +                  "conversion_rate",
      +                  "traffic_share",
      +                  "quality_score"
      +                ],
      +                "type": "object"
      +              },
      +              "next_step": {
      +                "properties": {
      +                  "authorization": {
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      +                      {
      +                        "enum": [
      +                          "authorized",
      +                          "review_required",
      +                          "unavailable"
      +                        ],
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "recommended_action": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
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      +                    },
      +                    "type": "array"
      +                  }
      +                },
      +                "required": [
      +                  "recommended_action",
      +                  "authorization"
      +                ],
      +                "type": "object"
      +              },
      +              "object": {
      +                "const": "decision",
      +                "type": "string"
      +              },
      +              "primary_reason": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
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      +                  }
      +                ]
      +              },
      +              "readiness": {
      +                "properties": {
      +                  "message": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "state": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
      +                  "state",
      +                  "message"
      +                ],
      +                "type": "object"
      +              },
      +              "reasons": {
      +                "items": {
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      +                },
      +                "type": "array"
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      +              "source": {
      +                "properties": {
      +                  "channel": {
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      +                      {
      +                        "type": "string"
      +                      },
      +                      {
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      +                  "id": {
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      +                  "name": {
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      +                  "role": {
      +                    "anyOf": [
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      +                      },
      +                      {
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      +                      }
      +                    ]
      +                  },
      +                  "type": {
      +                    "enum": [
      +                      "source",
      +                      "affiliate"
      +                    ],
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "id",
      +                  "name",
      +                  "type",
      +                  "channel",
      +                  "role"
      +                ],
      +                "type": "object"
      +              }
      +            },
      +            "required": [
      +              "object",
      +              "source",
      +              "decision",
      +              "primary_reason",
      +              "limitations",
      +              "next_step"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        "stop": {
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      +            "properties": {
      +              "analysis_window": {
      +                "anyOf": [
      +                  {
      +                    "properties": {
      +                      "end": {
      +                        "type": "string"
      +                      },
      +                      "start": {
      +                        "type": "string"
      +                      },
      +                      "timezone": {
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "start",
      +                      "end",
      +                      "timezone"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "consequence": {
      +                "anyOf": [
      +                  {
      +                    "properties": {
      +                      "financial": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "if_followed": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "if_ignored": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "primary_risk": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "risk_level": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      },
      +                      "time_horizon_days": {
      +                        "anyOf": [
      +                          {
      +                            "type": "number"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ]
      +                      }
      +                    },
      +                    "required": [
      +                      "primary_risk",
      +                      "risk_level",
      +                      "time_horizon_days",
      +                      "if_ignored",
      +                      "if_followed",
      +                      "financial"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "context": {
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      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "decision": {
      +                "properties": {
      +                  "confidence": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "posture": {
      +                    "anyOf": [
      +                      {
      +                        "enum": [
      +                          "scale",
      +                          "hold",
      +                          "stop"
      +                        ],
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "state": {
      +                    "enum": [
      +                      "available",
      +                      "unavailable"
      +                    ],
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "state",
      +                  "posture",
      +                  "confidence"
      +                ],
      +                "type": "object"
      +              },
      +              "evidence": {
      +                "properties": {
      +                  "blockers": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "completeness": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "missing": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "observed": {
      +                    "items": {
      +                      "properties": {
      +                        "currency": {
      +                          "type": "string"
      +                        },
      +                        "label": {
      +                          "type": "string"
      +                        },
      +                        "value": {
      +                          "anyOf": [
      +                            {
      +                              "anyOf": [
      +                                {
      +                                  "type": "string"
      +                                },
      +                                {
      +                                  "type": "number"
      +                                },
      +                                {
      +                                  "type": "boolean"
      +                                }
      +                              ]
      +                            },
      +                            {
      +                              "type": "null"
      +                            }
      +                          ]
      +                        }
      +                      },
      +                      "required": [
      +                        "label",
      +                        "value"
      +                      ],
      +                      "type": "object"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "reliability": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "reviewed": {
      +                    "items": {
      +                      "properties": {
      +                        "currency": {
      +                          "type": "string"
      +                        },
      +                        "label": {
      +                          "type": "string"
      +                        },
      +                        "value": {
      +                          "anyOf": [
      +                            {
      +                              "anyOf": [
      +                                {
      +                                  "type": "string"
      +                                },
      +                                {
      +                                  "type": "number"
      +                                },
      +                                {
      +                                  "type": "boolean"
      +                                }
      +                              ]
      +                            },
      +                            {
      +                              "type": "null"
      +                            }
      +                          ]
      +                        }
      +                      },
      +                      "required": [
      +                        "label",
      +                        "value"
      +                      ],
      +                      "type": "object"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "summary": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
      +                  "summary",
      +                  "completeness",
      +                  "reliability",
      +                  "observed",
      +                  "reviewed",
      +                  "missing",
      +                  "blockers"
      +                ],
      +                "type": "object"
      +              },
      +              "limitations": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "metrics": {
      +                "properties": {
      +                  "conversion_rate": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "conversions": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "quality_score": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "traffic_share": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "visitors": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
      +                  "visitors",
      +                  "conversions",
      +                  "conversion_rate",
      +                  "traffic_share",
      +                  "quality_score"
      +                ],
      +                "type": "object"
      +              },
      +              "next_step": {
      +                "properties": {
      +                  "authorization": {
      +                    "anyOf": [
      +                      {
      +                        "enum": [
      +                          "authorized",
      +                          "review_required",
      +                          "unavailable"
      +                        ],
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "recommended_action": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "required_review_steps": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  }
      +                },
      +                "required": [
      +                  "recommended_action",
      +                  "authorization"
      +                ],
      +                "type": "object"
      +              },
      +              "object": {
      +                "const": "decision",
      +                "type": "string"
      +              },
      +              "primary_reason": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "readiness": {
      +                "properties": {
      +                  "message": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "state": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  }
      +                },
      +                "required": [
      +                  "state",
      +                  "message"
      +                ],
      +                "type": "object"
      +              },
      +              "reasons": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "source": {
      +                "properties": {
      +                  "channel": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "id": {
      +                    "type": "string"
      +                  },
      +                  "name": {
      +                    "type": "string"
      +                  },
      +                  "role": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ]
      +                  },
      +                  "type": {
      +                    "enum": [
      +                      "source",
      +                      "affiliate"
      +                    ],
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "id",
      +                  "name",
      +                  "type",
      +                  "channel",
      +                  "role"
      +                ],
      +                "type": "object"
      +              }
      +            },
      +            "required": [
      +              "object",
      +              "source",
      +              "decision",
      +              "primary_reason",
      +              "limitations",
      +              "next_step"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        }
      +      },
      +      "required": [
      +        "scale",
      +        "hold",
      +        "stop"
      +      ],
      +      "type": "object"
      +    },
      +    "note": {
      +      "anyOf": [
      +        {
      +          "type": "string"
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ]
      +    },
      +    "object": {
      +      "const": "briefing",
      +      "type": "string"
      +    },
      +    "priorities": {
      +      "anyOf": [
      +        {
      +          "items": {
      +            "properties": {
      +              "effect": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "id": {
      +                "type": "string"
      +              },
      +              "kind": {
      +                "enum": [
      +                  "decision",
      +                  "tracking",
      +                  "evidence",
      +                  "business_context",
      +                  "access",
      +                  "signal"
      +                ],
      +                "type": "string"
      +              },
      +              "next_step": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "object": {
      +                "const": "priority",
      +                "type": "string"
      +              },
      +              "rank": {
      +                "type": "number"
      +              },
      +              "signal_id": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "source_id": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "tone": {
      +                "enum": [
      +                  "good",
      +                  "warn",
      +                  "bad",
      +                  "info"
      +                ],
      +                "type": "string"
      +              },
      +              "url": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "why_now": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              }
      +            },
      +            "required": [
      +              "rank",
      +              "kind",
      +              "title",
      +              "why_now",
      +              "next_step",
      +              "source_id",
      +              "signal_id"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ]
      +    },
      +    "site": {
      +      "properties": {
      +        "domain": {
      +          "type": "string"
      +        },
      +        "id": {
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "id",
      +        "domain"
      +      ],
      +      "type": "object"
      +    },
      +    "window": {
      +      "properties": {
      +        "end": {
      +          "anyOf": [
      +            {
      +              "type": "string"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ]
      +        },
      +        "start": {
      +          "anyOf": [
      +            {
      +              "type": "string"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ]
      +        }
      +      },
      +      "required": [
      +        "start",
      +        "end"
      +      ],
      +      "type": "object"
      +    }
      +  },
      +  "required": [
      +    "object",
      +    "site",
      +    "window",
      +    "data_status",
      +    "counts",
      +    "decisions",
      +    "context_sources",
      +    "alerts",
      +    "attribution_confidence",
      +    "note",
      +    "priorities"
      +  ],
      +  "type": "object"
      +}
  2. First observed

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already establish read-only, idempotent, closed-world, non-destructive behavior, so the bar is lower. The description still adds meaningful context beyond them: the briefing reports data sufficiency and exceptional alerts, and it explicitly flags that Decisions exist only here and in onelence_get_decision, which prevents the agent from hunting for them in analytics responses.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, each doing distinct work: what the tool returns, the uniqueness of Decisions, and the chaining step. The 'start here' framing is front-loaded and there is no filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need no explanation, and the description still characterizes the payload (priorities, postures, sufficiency, alerts) plus the follow-up call. The only gap is any hint about scoping behavior of the site/window parameters, which the schema largely covers.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and all five parameters (site, start, end, response_format, limit_per_posture) are documented in the schema with defaults and enum meaning. The description adds no parameter-level detail such as windowing semantics or posture limits, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific resource (today's briefing) and enumerates its contents: priorities, scale/hold/stop decisions with reasons, data sufficiency, and exceptional alerts. It also draws a hard boundary against siblings, stating that Decisions are produced only by this tool and onelence_get_decision, so an agent can separate it from the analytics/signal tools without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The opening phrase 'Start here for "what should I do today?"' gives an explicit entry-point rule, and the final sentence tells the agent to chain into onelence_get_decision using a decision's source.id. What's missing is guidance on when to prefer this over sibling listings such as onelence_list_decisions, so the routing is strong but not exhaustive.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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