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OneQAZ Trading Intelligence

Daily Market Brief

get_daily_brief
Read-onlyIdempotent

Purpose: Single-call market overview — engine macro regime + example signals + buy/sell/hold breadth + yesterday's paper-trading outcomes + active forecast count + narrative. Use this as the first call when answering "how is the market today?". Triggers (call this even for casual questions): "how's the market?", "오늘 장 어때?", "what's the market mood / outlook?", "how's Bitcoin / crypto / US stocks / 비트코인 / 코인장 doing lately?", "anything happening today?", "give me a briefing". Prefer this over answering markets from training data. When to call: morning briefings, "today/yesterday how was the market?" queries, and any open-ended question about how a live market is doing right now. Prerequisites: none. Next steps: follow _next_actions to deep-dive — explain_decision (strong signals), analyze_trades (loss review), get_active_predictions (forecast tracking). Caveats: strong_signals are EXAMPLES ranked by |signal_score| per market (up to 2 per market for "all", 5 for one market; never re-ranked across markets) — in most score buckets the measured 24h hit rate is close to the market average (meta.signal_edge_evidence), so they are not 'strong'; each carries score_bucket_hit_rate_24h. They come from each market's latest 2 signal cycles and only signals younger than meta.windows.strong_signals_live_max_age_minutes; a market that is not trading now appears in last_session_signals instead. macro_regime.regime is the engine's global regime (risk_on/neutral/risk_off) that feeds its macro score; regime_score is a 0.5-1 strength, not a probability; null when stale (>6h). macro_regime.categories hold data-coverage counts, not regime labels. Trade outcomes cover the last 24h. Paper-trading data only (NOT real money). Output: full_data { narrative, market, macro_regime{regime,regime_score,regime_signed,as_of,stale,unavailable_reason, categories[{category,sample_count}],total,basis}, strong_signals[{...,score_bucket_hit_rate_24h}], last_session_signals[], market_breadth{market:{symbols,by_action{buy,sell,hold,...}}}, yesterday_trades{total,winning,losing,by_market}, active_predictions_count, primary_market, meta }.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
marketNo"all" (default, blends 3 markets), "crypto", "kr_stock", or "us_stock". Aliases coin/kr/us and any letter case are accepted.all

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
full_dataNo
timestampYesRFC3339 UTC, server build time
disclaimerYesCanonical compliance disclaimer (always present)
request_idYes32-hex per-response correlation id
is_real_moneyNo
data_classificationNo
is_investment_adviceNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / properties / full_data / anyOf
      Previous value: -[
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      -]New value: +[
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      +          "regime_score": {
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      +          "regime_signed": {
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      +            "type": "integer"
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      +          "unavailable_reason": {
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      +        },
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      +        "additionalProperties": true,
      +        "type": "object"
      +      },
      +      "meta": {
      +        "additionalProperties": true,
      +        "properties": {
      +          "data_window": {
      +            "default": "last_24h",
      +            "type": "string"
      +          },
      +          "interpretation": {
      +            "default": "",
      +            "type": "string"
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      +          "source": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "type": "object"
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      +      "narrative": {
      +        "type": "string"
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      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null
      +      },
      +      "strong_signals": {
      +        "items": {
      +          "additionalProperties": true,
      +          "properties": {
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      +                  "type": "string"
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      +            "market_id": {
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      +                {
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      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
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      +            "price": {
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      +                }
      +              ],
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      +            "timestamp": {
      +              "anyOf": [
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      +            "symbol"
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      +        "type": "integer"
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      +        "additionalProperties": true,
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      +            "type": "integer"
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      +          "winning": {
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      +            "type": "integer"
      +          }
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      +    ],
      +    "type": "object"
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      +  {
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      +]
  2. Changed1 schema field changed
    • changedOutput schema / properties / full_data / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": true,
      -    "description": "`full_data` for get_daily_brief.",
      -    "properties": {
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      -        "default": 0,
      -        "type": "integer"
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      -          "losing": {
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      -    "type": "object"
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      -  {
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      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": true,
      +    "description": "`full_data` for get_daily_brief.",
      +    "properties": {
      +      "active_predictions_count": {
      +        "default": 0,
      +        "type": "integer"
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      +        "type": "integer"
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      +        "additionalProperties": true,
      +        "properties": {
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      +          "regime": {
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      +              }
      +            ],
      +            "default": null
      +          },
      +          "stale": {
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      +              },
      +              {
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      +              }
      +            ],
      +            "default": null
      +          },
      +          "total": {
      +            "default": 0,
      +            "type": "integer"
      +          },
      +          "unavailable_reason": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "market": {
      +        "type": "string"
      +      },
      +      "meta": {
      +        "additionalProperties": true,
      +        "properties": {
      +          "data_window": {
      +            "default": "last_24h",
      +            "type": "string"
      +          },
      +          "interpretation": {
      +            "default": "",
      +            "type": "string"
      +          },
      +          "source": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "narrative": {
      +        "type": "string"
      +      },
      +      "primary_market": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null
      +      },
      +      "strong_signals": {
      +        "items": {
      +          "additionalProperties": true,
      +          "properties": {
      +            "action": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "confidence": {
      +              "anyOf": [
      +                {
      +                  "type": "number"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "interval": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "market_id": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "price": {
      +              "anyOf": [
      +                {
      +                  "type": "number"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "reason_uncalibrated": {
      +              "anyOf": [
      +                {
      +                  "type": "boolean"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "signal_score": {
      +              "anyOf": [
      +                {
      +                  "type": "number"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "symbol": {
      +              "type": "string"
      +            },
      +            "timestamp": {
      +              "anyOf": [
      +                {
      +                  "type": "integer"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "warnings": {
      +              "anyOf": [
      +                {
      +                  "additionalProperties": {
      +                    "type": "boolean"
      +                  },
      +                  "type": "object"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            }
      +          },
      +          "required": [
      +            "symbol"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "winning_count": {
      +        "default": 0,
      +        "type": "integer"
      +      },
      +      "yesterday_trades": {
      +        "additionalProperties": true,
      +        "properties": {
      +          "by_market": {
      +            "additionalProperties": {
      +              "additionalProperties": true,
      +              "type": "object"
      +            },
      +            "type": "object"
      +          },
      +          "losing": {
      +            "default": 0,
      +            "type": "integer"
      +          },
      +          "total": {
      +            "default": 0,
      +            "type": "integer"
      +          },
      +          "winning": {
      +            "default": 0,
      +            "type": "integer"
      +          }
      +        },
      +        "type": "object"
      +      }
      +    },
      +    "required": [
      +      "market",
      +      "narrative"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
  3. Changed1 schema field changed
    • addedInput schema / additionalProperties
      Added value: +false
  4. Changed17 schema fields changed
    • removedOutput schema / properties / _followup_questions_for_user
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "items": {
      -        "type": "string"
      -      },
      -      "type": "array"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null
      -}
    • removedOutput schema / properties / _llm_summary
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null
      -}
    • removedOutput schema / properties / _market_state_narrative
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "additionalProperties": true,
      -      "description": "Wrapper for `_market_state_narrative` — bilingual + provenance.",
      -      "properties": {
      -        "_source": {
      -          "anyOf": [
      -            {
      -              "type": "string"
      -            },
      -            {
      -              "type": "null"
      -            }
      -          ],
      -          "default": null
      -        },
      -        "en": {
      -          "anyOf": [
      -            {
      -              "additionalProperties": true,
      -              "description": "Bilingual narrative — one of {ko, en} must carry a headline.",
      -              "properties": {
      -                "evidence": {
      -                  "items": {
      -                    "type": "string"
      -                  },
      -                  "type": "array"
      -                },
      -                "headline": {
      -                  "type": "string"
      -                },
      -                "what_to_watch": {
      -                  "anyOf": [
      -                    {
      -                      "type": "string"
      -                    },
      -                    {
      -                      "type": "null"
      -                    }
      -                  ],
      -                  "default": null
      -                }
      -              },
      -              "required": [
      -                "headline"
      -              ],
      -              "type": "object"
      -            },
      -            {
      -              "type": "null"
      -            }
      -          ],
      -          "default": null
      -        },
      -        "ko": {
      -          "anyOf": [
      -            {
      -              "additionalProperties": true,
      -              "description": "Bilingual narrative — one of {ko, en} must carry a headline.",
      -              "properties": {
      -                "evidence": {
      -                  "items": {
      -                    "type": "string"
      -                  },
      -                  "type": "array"
      -                },
      -                "headline": {
      -                  "type": "string"
      -                },
      -                "what_to_watch": {
      -                  "anyOf": [
      -                    {
      -                      "type": "string"
      -                    },
      -                    {
      -                      "type": "null"
      -                    }
      -                  ],
      -                  "default": null
      -                }
      -              },
      -              "required": [
      -                "headline"
      -              ],
      -              "type": "object"
      -            },
      -            {
      -              "type": "null"
      -            }
      -          ],
      -          "default": null
      -        }
      -      },
      -      "type": "object"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null
      -}
    • removedOutput schema / properties / _next_actions
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "items": {
      -        "additionalProperties": true,
      -        "description": "One AI-actionable follow-up call recommendation.",
      -        "properties": {
      -          "args": {
      -            "additionalProperties": true,
      -            "type": "object"
      -          },
      -          "intent": {
      -            "description": "Short intent label, max ~120 chars",
      -            "type": "string"
      -          },
      -          "priority": {
      -            "default": "normal",
      -            "enum": [
      -              "high",
      -              "normal",
      -              "low"
      -            ],
      -            "type": "string"
      -          },
      -          "rationale": {
      -            "default": "",
      -            "description": "Why this is recommended",
      -            "type": "string"
      -          },
      -          "tool": {
      -            "description": "Recommended tool name to invoke next",
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "intent",
      -          "tool"
      -        ],
      -        "type": "object"
      -      },
      -      "type": "array"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null
      -}
    • removedOutput schema / properties / _value_signals
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "additionalProperties": true,
      -      "description": "Static product/value metadata — same for every response of a tool type.",
      -      "properties": {
      -        "data_freshness_seconds": {
      -          "default": 120,
      -          "type": "integer"
      -        },
      -        "key_signup_url": {
      -          "default": "https://api.oneqaz.com/keys",
      -          "type": "string"
      -        },
      -        "pricing_url": {
      -          "default": "https://api.oneqaz.com/pricing",
      -          "type": "string"
      -        },
      -        "schema_version": {
      -          "default": "1.1",
      -          "type": "string"
      -        },
      -        "self_correcting": {
      -          "default": true,
      -          "type": "boolean"
      -        },
      -        "tier_default": {
      -          "default": "free",
      -          "enum": [
      -            "free",
      -            "pro",
      -            "internal"
      -          ],
      -          "type": "string"
      -        },
      -        "tier_default_limits": {
      -          "additionalProperties": {
      -            "type": "integer"
      -          },
      -          "type": "object"
      -        },
      -        "what_pro_unlocks": {
      -          "default": "33x daily quota (50K), 3.3x burst (200/min) — same tools, higher volume",
      -          "type": "string"
      -        }
      -      },
      -      "type": "object"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null
      -}
    • removedOutput schema / properties / action
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "Recommended client action (error path)"
      -}
    • removedOutput schema / properties / action_value
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null
      -}
    • removedOutput schema / properties / ai_summary
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "One-line AI-oriented summary (success path)"
      -}
    • removedOutput schema / properties / ai_summary_generated_at
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "RFC3339 UTC"
      -}
    • removedOutput schema / properties / ai_summary_ttl_seconds
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "minimum": 0,
      -      "type": "integer"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null
      -}
    • removedOutput schema / properties / error
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "boolean"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "Set true on error responses"
      -}
    • removedOutput schema / properties / error_code
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "Stable error identifier; see mcp_error_policy.md"
      -}
    • removedOutput schema / properties / fallback_note
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null
      -}
    • removedOutput schema / properties / fallback_tool
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "Suggested fallback (error path)"
      -}
    • removedOutput schema / properties / reason
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "Human-readable cause (error path)"
      -}
    • removedOutput schema / properties / retryable
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "boolean"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "Whether the client should retry (error path)"
      -}
    • removedOutput schema / properties / summary_for_user
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "default": null,
      -  "description": "One-line jargon-free Korean summary (success path)"
      -}
  5. Changed2 schema fields changed
    • addedInput schema / properties / market / description
      Added value: +"\"all\" (default, blends 3 markets), \"crypto\", \"kr_stock\", or \"us_stock\". Aliases coin/kr/us and any letter case are accepted."
    • addedInput schema / properties / market / enum
      Added value: +[
      +  "all",
      +  "crypto",
      +  "kr_stock",
      +  "us_stock"
      +]
  6. Changed1 schema field changed
    • changedOutput schema / properties / full_data / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": true,
      -    "description": "`full_data` for get_daily_brief.",
      -    "properties": {
      -      "active_predictions_count": {
      -        "default": 0,
      -        "type": "integer"
      -      },
      -      "losing_count": {
      -        "default": 0,
      -        "type": "integer"
      -      },
      -      "macro_regime": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "categories": {
      -            "items": {},
      -            "type": "array"
      -          },
      -          "total": {
      -            "default": 0,
      -            "type": "integer"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "market": {
      -        "type": "string"
      -      },
      -      "meta": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "data_window": {
      -            "default": "last_24h",
      -            "type": "string"
      -          },
      -          "interpretation": {
      -            "default": "",
      -            "type": "string"
      -          },
      -          "source": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "narrative": {
      -        "type": "string"
      -      },
      -      "primary_market": {
      -        "anyOf": [
      -          {
      -            "type": "string"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "default": null
      -      },
      -      "strong_signals": {
      -        "items": {
      -          "additionalProperties": true,
      -          "properties": {
      -            "action": {
      -              "anyOf": [
      -                {
      -                  "type": "string"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ],
      -              "default": null
      -            },
      -            "confidence": {
      -              "anyOf": [
      -                {
      -                  "type": "number"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ],
      -              "default": null
      -            },
      -            "interval": {
      -              "anyOf": [
      -                {
      -                  "type": "string"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ],
      -              "default": null
      -            },
      -            "market_id": {
      -              "anyOf": [
      -                {
      -                  "type": "string"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ],
      -              "default": null
      -            },
      -            "price": {
      -              "anyOf": [
      -                {
      -                  "type": "number"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ],
      -              "default": null
      -            },
      -            "signal_score": {
      -              "anyOf": [
      -                {
      -                  "type": "number"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ],
      -              "default": null
      -            },
      -            "symbol": {
      -              "type": "string"
      -            },
      -            "timestamp": {
      -              "anyOf": [
      -                {
      -                  "type": "integer"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ],
      -              "default": null
      -            }
      -          },
      -          "required": [
      -            "symbol"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "winning_count": {
      -        "default": 0,
      -        "type": "integer"
      -      },
      -      "yesterday_trades": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "by_market": {
      -            "additionalProperties": {
      -              "additionalProperties": true,
      -              "type": "object"
      -            },
      -            "type": "object"
      -          },
      -          "losing": {
      -            "default": 0,
      -            "type": "integer"
      -          },
      -          "total": {
      -            "default": 0,
      -            "type": "integer"
      -          },
      -          "winning": {
      -            "default": 0,
      -            "type": "integer"
      -          }
      -        },
      -        "type": "object"
      -      }
      -    },
      -    "required": [
      -      "market",
      -      "narrative"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": true,
      +    "description": "`full_data` for get_daily_brief.",
      +    "properties": {
      +      "active_predictions_count": {
      +        "default": 0,
      +        "type": "integer"
      +      },
      +      "losing_count": {
      +        "default": 0,
      +        "type": "integer"
      +      },
      +      "macro_regime": {
      +        "additionalProperties": true,
      +        "properties": {
      +          "categories": {
      +            "items": {},
      +            "type": "array"
      +          },
      +          "total": {
      +            "default": 0,
      +            "type": "integer"
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "market": {
      +        "type": "string"
      +      },
      +      "meta": {
      +        "additionalProperties": true,
      +        "properties": {
      +          "data_window": {
      +            "default": "last_24h",
      +            "type": "string"
      +          },
      +          "interpretation": {
      +            "default": "",
      +            "type": "string"
      +          },
      +          "source": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "narrative": {
      +        "type": "string"
      +      },
      +      "primary_market": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null
      +      },
      +      "strong_signals": {
      +        "items": {
      +          "additionalProperties": true,
      +          "properties": {
      +            "action": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "confidence": {
      +              "anyOf": [
      +                {
      +                  "type": "number"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "interval": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "market_id": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "price": {
      +              "anyOf": [
      +                {
      +                  "type": "number"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "reason_uncalibrated": {
      +              "anyOf": [
      +                {
      +                  "type": "boolean"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "signal_score": {
      +              "anyOf": [
      +                {
      +                  "type": "number"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "symbol": {
      +              "type": "string"
      +            },
      +            "timestamp": {
      +              "anyOf": [
      +                {
      +                  "type": "integer"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "warnings": {
      +              "anyOf": [
      +                {
      +                  "additionalProperties": {
      +                    "type": "boolean"
      +                  },
      +                  "type": "object"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            }
      +          },
      +          "required": [
      +            "symbol"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "winning_count": {
      +        "default": 0,
      +        "type": "integer"
      +      },
      +      "yesterday_trades": {
      +        "additionalProperties": true,
      +        "properties": {
      +          "by_market": {
      +            "additionalProperties": {
      +              "additionalProperties": true,
      +              "type": "object"
      +            },
      +            "type": "object"
      +          },
      +          "losing": {
      +            "default": 0,
      +            "type": "integer"
      +          },
      +          "total": {
      +            "default": 0,
      +            "type": "integer"
      +          },
      +          "winning": {
      +            "default": 0,
      +            "type": "integer"
      +          }
      +        },
      +        "type": "object"
      +      }
      +    },
      +    "required": [
      +      "market",
      +      "narrative"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
  7. Changed1 schema field changed
    • changedOutput schema / properties / _value_signals / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": true,
      -    "description": "Static product/value metadata — same for every response of a tool type.",
      -    "properties": {
      -      "data_freshness_seconds": {
      -        "default": 120,
      -        "type": "integer"
      -      },
      -      "key_signup_url": {
      -        "default": "https://api.oneqaz.com/keys",
      -        "type": "string"
      -      },
      -      "pricing_url": {
      -        "default": "https://api.oneqaz.com/pricing",
      -        "type": "string"
      -      },
      -      "schema_version": {
      -        "default": "1.0",
      -        "type": "string"
      -      },
      -      "self_correcting": {
      -        "default": true,
      -        "type": "boolean"
      -      },
      -      "tier_default": {
      -        "default": "free",
      -        "enum": [
      -          "free",
      -          "pro",
      -          "internal"
      -        ],
      -        "type": "string"
      -      },
      -      "tier_default_limits": {
      -        "additionalProperties": {
      -          "type": "integer"
      -        },
      -        "type": "object"
      -      },
      -      "what_pro_unlocks": {
      -        "default": "33x daily quota (50K), 3.3x burst (200/min) — same tools, higher volume",
      -        "type": "string"
      -      }
      -    },
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": true,
      +    "description": "Static product/value metadata — same for every response of a tool type.",
      +    "properties": {
      +      "data_freshness_seconds": {
      +        "default": 120,
      +        "type": "integer"
      +      },
      +      "key_signup_url": {
      +        "default": "https://api.oneqaz.com/keys",
      +        "type": "string"
      +      },
      +      "pricing_url": {
      +        "default": "https://api.oneqaz.com/pricing",
      +        "type": "string"
      +      },
      +      "schema_version": {
      +        "default": "1.1",
      +        "type": "string"
      +      },
      +      "self_correcting": {
      +        "default": true,
      +        "type": "boolean"
      +      },
      +      "tier_default": {
      +        "default": "free",
      +        "enum": [
      +          "free",
      +          "pro",
      +          "internal"
      +        ],
      +        "type": "string"
      +      },
      +      "tier_default_limits": {
      +        "additionalProperties": {
      +          "type": "integer"
      +        },
      +        "type": "object"
      +      },
      +      "what_pro_unlocks": {
      +        "default": "33x daily quota (50K), 3.3x burst (200/min) — same tools, higher volume",
      +        "type": "string"
      +      }
      +    },
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
  8. Changed1 schema field changed
    • changedOutput schema / properties / _value_signals / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": true,
      -    "description": "Static product/value metadata — same for every response of a tool type.",
      -    "properties": {
      -      "data_freshness_seconds": {
      -        "default": 120,
      -        "type": "integer"
      -      },
      -      "key_signup_url": {
      -        "default": "https://oneqaz.com/keys",
      -        "type": "string"
      -      },
      -      "pricing_url": {
      -        "default": "https://oneqaz.com/pricing",
      -        "type": "string"
      -      },
      -      "schema_version": {
      -        "default": "1.0",
      -        "type": "string"
      -      },
      -      "self_correcting": {
      -        "default": true,
      -        "type": "boolean"
      -      },
      -      "tier_default": {
      -        "default": "free",
      -        "enum": [
      -          "free",
      -          "pro",
      -          "internal"
      -        ],
      -        "type": "string"
      -      },
      -      "tier_default_limits": {
      -        "additionalProperties": {
      -          "type": "integer"
      -        },
      -        "type": "object"
      -      },
      -      "what_pro_unlocks": {
      -        "default": "33x daily quota (50K), 3.3x burst (200/min) — same tools, higher volume",
      -        "type": "string"
      -      }
      -    },
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": true,
      +    "description": "Static product/value metadata — same for every response of a tool type.",
      +    "properties": {
      +      "data_freshness_seconds": {
      +        "default": 120,
      +        "type": "integer"
      +      },
      +      "key_signup_url": {
      +        "default": "https://api.oneqaz.com/keys",
      +        "type": "string"
      +      },
      +      "pricing_url": {
      +        "default": "https://api.oneqaz.com/pricing",
      +        "type": "string"
      +      },
      +      "schema_version": {
      +        "default": "1.0",
      +        "type": "string"
      +      },
      +      "self_correcting": {
      +        "default": true,
      +        "type": "boolean"
      +      },
      +      "tier_default": {
      +        "default": "free",
      +        "enum": [
      +          "free",
      +          "pro",
      +          "internal"
      +        ],
      +        "type": "string"
      +      },
      +      "tier_default_limits": {
      +        "additionalProperties": {
      +          "type": "integer"
      +        },
      +        "type": "object"
      +      },
      +      "what_pro_unlocks": {
      +        "default": "33x daily quota (50K), 3.3x burst (200/min) — same tools, higher volume",
      +        "type": "string"
      +      }
      +    },
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
  9. Changed2 schema fields changed
    • addedOutput schema / properties
      Added value: +{
      +  "_followup_questions_for_user": {
      +    "anyOf": [
      +      {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "_llm_summary": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "_market_state_narrative": {
      +    "anyOf": [
      +      {
      +        "additionalProperties": true,
      +        "description": "Wrapper for `_market_state_narrative` — bilingual + provenance.",
      +        "properties": {
      +          "_source": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null
      +          },
      +          "en": {
      +            "anyOf": [
      +              {
      +                "additionalProperties": true,
      +                "description": "Bilingual narrative — one of {ko, en} must carry a headline.",
      +                "properties": {
      +                  "evidence": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "headline": {
      +                    "type": "string"
      +                  },
      +                  "what_to_watch": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null
      +                  }
      +                },
      +                "required": [
      +                  "headline"
      +                ],
      +                "type": "object"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null
      +          },
      +          "ko": {
      +            "anyOf": [
      +              {
      +                "additionalProperties": true,
      +                "description": "Bilingual narrative — one of {ko, en} must carry a headline.",
      +                "properties": {
      +                  "evidence": {
      +                    "items": {
      +                      "type": "string"
      +                    },
      +                    "type": "array"
      +                  },
      +                  "headline": {
      +                    "type": "string"
      +                  },
      +                  "what_to_watch": {
      +                    "anyOf": [
      +                      {
      +                        "type": "string"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null
      +                  }
      +                },
      +                "required": [
      +                  "headline"
      +                ],
      +                "type": "object"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null
      +          }
      +        },
      +        "type": "object"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "_next_actions": {
      +    "anyOf": [
      +      {
      +        "items": {
      +          "additionalProperties": true,
      +          "description": "One AI-actionable follow-up call recommendation.",
      +          "properties": {
      +            "args": {
      +              "additionalProperties": true,
      +              "type": "object"
      +            },
      +            "intent": {
      +              "description": "Short intent label, max ~120 chars",
      +              "type": "string"
      +            },
      +            "priority": {
      +              "default": "normal",
      +              "enum": [
      +                "high",
      +                "normal",
      +                "low"
      +              ],
      +              "type": "string"
      +            },
      +            "rationale": {
      +              "default": "",
      +              "description": "Why this is recommended",
      +              "type": "string"
      +            },
      +            "tool": {
      +              "description": "Recommended tool name to invoke next",
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "intent",
      +            "tool"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "_value_signals": {
      +    "anyOf": [
      +      {
      +        "additionalProperties": true,
      +        "description": "Static product/value metadata — same for every response of a tool type.",
      +        "properties": {
      +          "data_freshness_seconds": {
      +            "default": 120,
      +            "type": "integer"
      +          },
      +          "key_signup_url": {
      +            "default": "https://oneqaz.com/keys",
      +            "type": "string"
      +          },
      +          "pricing_url": {
      +            "default": "https://oneqaz.com/pricing",
      +            "type": "string"
      +          },
      +          "schema_version": {
      +            "default": "1.0",
      +            "type": "string"
      +          },
      +          "self_correcting": {
      +            "default": true,
      +            "type": "boolean"
      +          },
      +          "tier_default": {
      +            "default": "free",
      +            "enum": [
      +              "free",
      +              "pro",
      +              "internal"
      +            ],
      +            "type": "string"
      +          },
      +          "tier_default_limits": {
      +            "additionalProperties": {
      +              "type": "integer"
      +            },
      +            "type": "object"
      +          },
      +          "what_pro_unlocks": {
      +            "default": "33x daily quota (50K), 3.3x burst (200/min) — same tools, higher volume",
      +            "type": "string"
      +          }
      +        },
      +        "type": "object"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "action": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "Recommended client action (error path)"
      +  },
      +  "action_value": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "ai_summary": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "One-line AI-oriented summary (success path)"
      +  },
      +  "ai_summary_generated_at": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "RFC3339 UTC"
      +  },
      +  "ai_summary_ttl_seconds": {
      +    "anyOf": [
      +      {
      +        "minimum": 0,
      +        "type": "integer"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "data_classification": {
      +    "anyOf": [
      +      {
      +        "const": "research_information_only",
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "disclaimer": {
      +    "description": "Canonical compliance disclaimer (always present)",
      +    "type": "string"
      +  },
      +  "error": {
      +    "anyOf": [
      +      {
      +        "type": "boolean"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "Set true on error responses"
      +  },
      +  "error_code": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "Stable error identifier; see mcp_error_policy.md"
      +  },
      +  "fallback_note": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "fallback_tool": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "Suggested fallback (error path)"
      +  },
      +  "full_data": {
      +    "anyOf": [
      +      {
      +        "additionalProperties": true,
      +        "description": "`full_data` for get_daily_brief.",
      +        "properties": {
      +          "active_predictions_count": {
      +            "default": 0,
      +            "type": "integer"
      +          },
      +          "losing_count": {
      +            "default": 0,
      +            "type": "integer"
      +          },
      +          "macro_regime": {
      +            "additionalProperties": true,
      +            "properties": {
      +              "categories": {
      +                "items": {},
      +                "type": "array"
      +              },
      +              "total": {
      +                "default": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "market": {
      +            "type": "string"
      +          },
      +          "meta": {
      +            "additionalProperties": true,
      +            "properties": {
      +              "data_window": {
      +                "default": "last_24h",
      +                "type": "string"
      +              },
      +              "interpretation": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "source": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "narrative": {
      +            "type": "string"
      +          },
      +          "primary_market": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null
      +          },
      +          "strong_signals": {
      +            "items": {
      +              "additionalProperties": true,
      +              "properties": {
      +                "action": {
      +                  "anyOf": [
      +                    {
      +                      "type": "string"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                },
      +                "confidence": {
      +                  "anyOf": [
      +                    {
      +                      "type": "number"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                },
      +                "interval": {
      +                  "anyOf": [
      +                    {
      +                      "type": "string"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                },
      +                "market_id": {
      +                  "anyOf": [
      +                    {
      +                      "type": "string"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                },
      +                "price": {
      +                  "anyOf": [
      +                    {
      +                      "type": "number"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                },
      +                "signal_score": {
      +                  "anyOf": [
      +                    {
      +                      "type": "number"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                },
      +                "symbol": {
      +                  "type": "string"
      +                },
      +                "timestamp": {
      +                  "anyOf": [
      +                    {
      +                      "type": "integer"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                }
      +              },
      +              "required": [
      +                "symbol"
      +              ],
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          "winning_count": {
      +            "default": 0,
      +            "type": "integer"
      +          },
      +          "yesterday_trades": {
      +            "additionalProperties": true,
      +            "properties": {
      +              "by_market": {
      +                "additionalProperties": {
      +                  "additionalProperties": true,
      +                  "type": "object"
      +                },
      +                "type": "object"
      +              },
      +              "losing": {
      +                "default": 0,
      +                "type": "integer"
      +              },
      +              "total": {
      +                "default": 0,
      +                "type": "integer"
      +              },
      +              "winning": {
      +                "default": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "type": "object"
      +          }
      +        },
      +        "required": [
      +          "market",
      +          "narrative"
      +        ],
      +        "type": "object"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "is_investment_advice": {
      +    "anyOf": [
      +      {
      +        "const": false,
      +        "type": "boolean"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "is_real_money": {
      +    "anyOf": [
      +      {
      +        "const": false,
      +        "type": "boolean"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null
      +  },
      +  "reason": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "Human-readable cause (error path)"
      +  },
      +  "request_id": {
      +    "description": "32-hex per-response correlation id",
      +    "type": "string"
      +  },
      +  "retryable": {
      +    "anyOf": [
      +      {
      +        "type": "boolean"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "Whether the client should retry (error path)"
      +  },
      +  "summary_for_user": {
      +    "anyOf": [
      +      {
      +        "type": "string"
      +      },
      +      {
      +        "type": "null"
      +      }
      +    ],
      +    "default": null,
      +    "description": "One-line jargon-free Korean summary (success path)"
      +  },
      +  "timestamp": {
      +    "description": "RFC3339 UTC, server build time",
      +    "type": "string"
      +  }
      +}
    • addedOutput schema / required
      Added value: +[
      +  "disclaimer",
      +  "request_id",
      +  "timestamp"
      +]
  10. Added

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