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OneQAZ Trading Intelligence

LLM Trading Decisions

get_llm_trading_decisions
Read-onlyIdempotent

Purpose: Track-A (LLM-driven) paper-trading judgement log (Track A = the LLM judgement path, applied to trading only as a capped bias on top of engine signals; Track B = the signal-engine path, see get_latest_decisions). Triggers (casual questions too): "what does the AI think?", "AI는 뭘 사라고 해?", "show the LLM's trade calls", "AI 판단 근거 보여줘", "does the AI agree with the signals?". When to call: inspect LLM-generated reasoning and trade calls. Prerequisites: none. Next steps: get_latest_decisions to compare with Track B. Caveats: paper-trading only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolNoSpecific symbol (optional; omit for entire market)
market_idYesMarket ID (crypto, kr_stock, us_stock). Aliases coin/kr/us and any letter case are accepted.

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
    • addedInput schema / additionalProperties
      Added value: +false
  2. Changed1 schema field changed
    • changedInput schema / properties / market_id / description
      Previous value: -"Market ID (crypto, kr_stock, us_stock, commodity, forex, bond). Aliases coin/kr/us and any letter case are accepted."New value: +"Market ID (crypto, kr_stock, us_stock). Aliases coin/kr/us and any letter case are accepted."
  3. 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)"
      -}
  4. Changed5 schema fields changed
    • addedInput schema / properties / market_id / description
      Added value: +"Market ID (crypto, kr_stock, us_stock, commodity, forex, bond). Aliases coin/kr/us and any letter case are accepted."
    • addedInput schema / properties / market_id / enum
      Added value: +[
      +  "crypto",
      +  "kr_stock",
      +  "us_stock"
      +]
    • addedInput schema / properties / symbol / anyOf
      Added value: +[
      +  {
      +    "type": "string"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • addedInput schema / properties / symbol / description
      Added value: +"Specific symbol (optional; omit for entire market)"
    • removedInput schema / properties / symbol / type
      Removed value: -"string"
  5. 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"
      +  }
      +]
  6. 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://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"
      +      }
      +    ],
      +    "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_llm_trading_decisions (Track A judgement log).\n\nRows come from SELECT * so the row shape is kept open (Dict).",
      +        "properties": {
      +          "decisions": {
      +            "items": {
      +              "additionalProperties": true,
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          "market_id": {
      +            "type": "string"
      +          },
      +          "stats": {
      +            "additionalProperties": true,
      +            "properties": {
      +              "buy_count": {
      +                "default": 0,
      +                "type": "integer"
      +              },
      +              "hold_count": {
      +                "default": 0,
      +                "type": "integer"
      +              },
      +              "sell_count": {
      +                "default": 0,
      +                "type": "integer"
      +              },
      +              "total": {
      +                "default": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "timestamp": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null
      +          }
      +        },
      +        "required": [
      +          "market_id"
      +        ],
      +        "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"
      +]
  7. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/openWorld, so safety is covered; the description adds genuinely non-obvious context — that the LLM output is applied only as a capped bias on top of engine signals, and that this is paper-trading only. It does not discuss volume, ordering, or rate limits, but the conceptual framing is a real addition.

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?

Labeled sections (Purpose, Triggers, When to call, Prerequisites, Next steps, Caveats) make it skimmable and the core purpose is front-loaded. The bilingual trigger list is slightly bulky but earns its place by improving intent matching.

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?

An output schema exists so return values need not be described, and annotations cover the safety profile. Given prerequisites, next steps, caveats, and the Track A/B distinction are all present, nothing an agent needs to call this correctly is missing.

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 coverage is 100%, including enum values and alias handling for market_id and optionality for symbol, so the schema already carries parameter meaning. The description adds nothing about parameter syntax or defaults; baseline 3 is appropriate.

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?

States a specific resource and scope: the Track-A LLM-driven paper-trading judgement log, and explicitly defines Track A versus Track B. It names the sibling that covers the other track (get_latest_decisions), so an agent can distinguish the two without opening schemas.

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?

Provides explicit triggers (including casual phrasings in English and Korean), a 'When to call' line, 'Prerequisites: none', and a 'Next steps' pointer to get_latest_decisions for Track B comparison. Both when-to-use and the alternative are spelled out.

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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