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OneQAZ Trading Intelligence

by io.github.wnsod
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Daily Market Brief

get_daily_brief
Read-onlyIdempotent

Purpose: Single-call market overview — engine macro regime + score-ranked example signals + score-sign 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 (top-ranked signals), get_trade_history(outcome="loss") (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 each market's last completed session (kr/us local day; crypto last 24h). Paper-trading data only (NOT real money). Output: full_data { narrative, market, brief_mode, next_session_open_at{market: ISO UTC}, 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_bias{positive,neutral,negative}}}, yesterday_trades{total,winning,losing,by_market}, active_predictions_count, primary_market, meta }. Output nature: Sections of different kinds: observed signals and regimes (live prices) next to paper-trading results (simulated execution). See meta.data_type_sections.

Input 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

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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+            "type": "string"
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+          "interpretation": {
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+            "type": "string"
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+            "type": "array"
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+        ],
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  2. Changed1 schema field changed
    • changedOutput schema / properties / full_data / anyOf
      Previous value: -[
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-      "market_breadth": {
-        "additionalProperties": true,
-        "type": "object"
-      },
-      "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"
-  }
-]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": {
+          "as_of": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "categories": {
+            "items": {},
+            "type": "array"
+          },
+          "regime": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "regime_score": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "regime_signed": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "stale": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "total": {
+            "default": 0,
+            "type": "integer"
+          },
+          "unavailable_reason": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          }
+        },
+        "type": "object"
+      },
+      "market": {
+        "type": "string"
+      },
+      "market_breadth": {
+        "additionalProperties": true,
+        "type": "object"
+      },
+      "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": {
+        "anyOf": [
+          {
+            "items": {
+              "additionalProperties": true,
+              "properties": {
+                "bias": {
+                  "anyOf": [
+                    {
+                      "enum": [
+                        "positive",
+                        "neutral",
+                        "negative"
+                      ],
+                      "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"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null
+      },
+      "top_ranked_signals": {
+        "anyOf": [
+          {
+            "items": {
+              "additionalProperties": true,
+              "properties": {
+                "bias": {
+                  "anyOf": [
+                    {
+                      "enum": [
+                        "positive",
+                        "neutral",
+                        "negative"
+                      ],
+                      "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"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null
+      },
+      "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
    • 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": {
-          "as_of": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "default": null
-          },
-          "categories": {
-            "items": {},
-            "type": "array"
-          },
-          "regime": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "default": null
-          },
-          "regime_score": {
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-              {
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "default": null
-          },
-          "regime_signed": {
-            "anyOf": [
-              {
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "default": null
-          },
-          "stale": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "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"
-  }
-]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": {
+          "as_of": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "categories": {
+            "items": {},
+            "type": "array"
+          },
+          "regime": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "regime_score": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "regime_signed": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "stale": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "total": {
+            "default": 0,
+            "type": "integer"
+          },
+          "unavailable_reason": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          }
+        },
+        "type": "object"
+      },
+      "market": {
+        "type": "string"
+      },
+      "market_breadth": {
+        "additionalProperties": true,
+        "type": "object"
+      },
+      "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"
+  }
+]
  4. 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
-            },
-            "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"
-  }
-]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": {
+          "as_of": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "categories": {
+            "items": {},
+            "type": "array"
+          },
+          "regime": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "regime_score": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "regime_signed": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null
+          },
+          "stale": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "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"
+  }
+]
  5. Changed1 schema field changed
    • addedInput schema / additionalProperties
      Added value: +false
  6. 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)"
-}
  7. 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"
+]
  8. 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"
+  }
+]
  9. 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"
+  }
+]
  10. 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"
+  }
+]
  11. 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"
+]
  12. Added

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already declare read-only, idempotent, closed-world, but the description adds substantial context they cannot carry: strong_signals are explicitly reframed as EXAMPLES whose measured 24h hit rate is near market average, staleness rules (regime_score null when stale >6h, signals older than meta.windows.strong_signals_live_max_age_minutes excluded, non-trading markets routed to last_session_signals), and the caveat that all trade data is paper trading, not real money. It also warns that the response mixes observed live data with simulated execution, which is exactly the kind of disclosure annotations are silent on.

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

Conciseness4/5

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

It is dense and long, but deliberately structured with labeled blocks (Purpose, Triggers, When to call, Prerequisites, Next steps, Caveats, Output) and the core purpose is front-loaded, so an agent can stop reading early. The one deduction is that the 'Output' block restates the full_data structure that the existing output schema already defines, which is low-value duplication.

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

Completeness5/5

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

For a single-parameter read tool this is thoroughly complete: prerequisites, alternatives, next-step routing, staleness semantics, per-section interpretation traps (categories are coverage counts not regime labels; regime_score is strength not probability), and a note on the mixed data nature of the response. With an output schema present, it correctly focuses on interpretation rather than raw field shape.

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 the single enum parameter is fully documented with its default, alias handling, and case-insensitivity in the schema itself. The description adds only indirect meaning — that 'all' blends three markets and that per-market signal caps differ (2 per market for 'all', 5 for one market) — which is a useful behavioral nuance but not a substitute for parameter documentation. Baseline 3 applies since the schema does the heavy lifting.

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 opening line names a specific verb and resource — a single-call market overview — and enumerates exactly which components it bundles (macro regime, ranked example signals, breadth, paper-trade outcomes, forecast count, narrative). That enumeration also distinguishes it from siblings like get_macro_context or get_signals, which cover only one slice.

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

Usage Guidelines5/5

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

It gives explicit when-to-use guidance ('first call when answering how is the market today'), a trigger list including casual phrasings in two languages, an explicit preference over answering from training data, and a 'Next steps' block routing to specific siblings (explain_decision, get_trade_history, get_active_predictions). Prerequisites are stated as none, so nothing is left to inference.

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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