{
  "command": "products.get",
  "notes": [
    "This file is generated from tests/snapshots/agent_schema_snapshot.json.",
    "Values are type names, not example payload values.",
    "Use the CLI envelope ok/error fields before consuming data."
  ],
  "schema_kind": "shape-snapshot",
  "shape": {
    "command": "str",
    "data": {
      "cache_provenance": {
        "cache_hit": "bool",
        "endpoint": "str",
        "fixture": "str",
        "params_hash": "str",
        "source": "str"
      },
      "field_notes": [
        "str",
        "str",
        "str"
      ],
      "product_count": "int",
      "products": [
        {
          "agent_brief": {
            "confidence": "str",
            "decision_context": {
              "competition": {
                "offer_count_fba": "int",
                "offer_count_fbm": "int",
                "retrieved_offer_count": "int",
                "total_offer_count": "int"
              },
              "content_quality": {
                "aplus_available": "bool",
                "aplus_module_count": "int",
                "image_count": "int",
                "video_count": "int"
              },
              "data_quality": {
                "confidence": "str",
                "missing_count": "int",
                "notes": [
                  "str",
                  "str"
                ],
                "present_count": "int"
              },
              "demand": {
                "monthly_sold": "int",
                "sales_rank": "int",
                "sales_rank_drops": {
                  "180": "int",
                  "30": "int",
                  "365": "int",
                  "90": "int"
                }
              },
              "price_stability": {
                "coupon": [
                  "int",
                  "int"
                ],
                "current_buy_box": "float",
                "current_new": "float",
                "history_series": "int",
                "new_price_change_pct": "float",
                "new_price_trend": "str",
                "new_price_volatility_cv": "float",
                "sales_rank_change_pct": "float",
                "sales_rank_trend": "str"
              },
              "risk_taxonomy": {
                "codes": [
                  "str"
                ],
                "highest_severity": "str",
                "risk_count": "int"
              }
            },
            "highest_risk_severity": "str",
            "key_facts": {
              "asin": "str",
              "brand": "str",
              "current_buy_box_price": "float",
              "current_new_price": "float",
              "monthly_sold": "int",
              "rating": "float",
              "review_count": "int",
              "title": "str"
            },
            "missing_data": [
              "str",
              "str",
              "str",
              "str",
              "str"
            ],
            "one_line": "str",
            "read_order": [
              "str",
              "str",
              "str",
              "str",
              "str"
            ],
            "recommended_next_actions": [
              {
                "cli": "str",
                "command": "str",
                "estimated_tokens": "int",
                "params": {
                  "agent_view": "bool",
                  "asin": "str",
                  "domain": "str",
                  "full": "bool",
                  "offers": "str",
                  "view": "str"
                },
                "reason": "str",
                "requires_confirmation": "bool",
                "tool": "str"
              }
            ],
            "research_graph_entities": {
              "brand": "int",
              "category": "int",
              "manufacturer": "int",
              "product": "int",
              "seller": "int",
              "variation": "int"
            },
            "risk_codes": [
              "str"
            ],
            "temporal_by_window": {
              "recent_180d": {
                "series": {
                  "buy_box_shipping": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "new": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "new_offer_count": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "rating": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "review_count": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "sales_rank": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  }
                },
                "series_count": "int",
                "signal_summary": {
                  "buy_box_change_pct": "float",
                  "buy_box_direction": "str",
                  "new_offer_count_change_pct": "float",
                  "new_offer_count_direction": "str",
                  "new_price_change_pct": "float",
                  "new_price_direction": "str",
                  "rank_improved": "bool",
                  "rating_change_pct": "float",
                  "rating_direction": "str",
                  "review_count_change_pct": "float",
                  "review_count_direction": "str",
                  "sales_rank_change_pct": "float",
                  "sales_rank_direction": "str"
                }
              },
              "recent_30d": {
                "series": {
                  "buy_box_shipping": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "new": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "new_offer_count": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "rating": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "review_count": {
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                    "change_abs": "float",
                    "change_pct": "float",
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                    "latest": "float",
                    "observed_days": "float"
                  },
                  "sales_rank": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  }
                },
                "series_count": "int",
                "signal_summary": {
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                  "buy_box_direction": "str",
                  "new_offer_count_change_pct": "float",
                  "new_offer_count_direction": "str",
                  "new_price_change_pct": "float",
                  "new_price_direction": "str",
                  "rank_improved": "bool",
                  "rating_change_pct": "float",
                  "rating_direction": "str",
                  "review_count_change_pct": "float",
                  "review_count_direction": "str",
                  "sales_rank_change_pct": "float",
                  "sales_rank_direction": "str"
                }
              },
              "recent_365d": {
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                    "change_abs": "float",
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                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "new": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "rating": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "review_count": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "sales_rank": {
                    "baseline": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  }
                },
                "series_count": "int",
                "signal_summary": {
                  "buy_box_change_pct": "float",
                  "buy_box_direction": "str",
                  "new_offer_count_change_pct": "float",
                  "new_offer_count_direction": "str",
                  "new_price_change_pct": "float",
                  "new_price_direction": "str",
                  "rank_improved": "bool",
                  "rating_change_pct": "float",
                  "rating_direction": "str",
                  "review_count_change_pct": "float",
                  "review_count_direction": "str",
                  "sales_rank_change_pct": "float",
                  "sales_rank_direction": "str"
                }
              },
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                    "change_abs": "float",
                    "change_pct": "float",
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                    "observed_days": "float"
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                    "observed_days": "float"
                  },
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                    "latest": "float",
                    "observed_days": "float"
                  },
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                    "observed_days": "float"
                  },
                  "sales_rank": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  }
                },
                "series_count": "int",
                "signal_summary": {
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                  "buy_box_direction": "str",
                  "new_offer_count_change_pct": "float",
                  "new_offer_count_direction": "str",
                  "new_price_change_pct": "float",
                  "new_price_direction": "str",
                  "rank_improved": "bool",
                  "rating_change_pct": "float",
                  "rating_direction": "str",
                  "review_count_change_pct": "float",
                  "review_count_direction": "str",
                  "sales_rank_change_pct": "float",
                  "sales_rank_direction": "str"
                }
              },
              "recent_90d": {
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                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
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                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "review_count": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "sales_rank": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  }
                },
                "series_count": "int",
                "signal_summary": {
                  "buy_box_change_pct": "float",
                  "buy_box_direction": "str",
                  "new_offer_count_change_pct": "float",
                  "new_offer_count_direction": "str",
                  "new_price_change_pct": "float",
                  "new_price_direction": "str",
                  "rank_improved": "bool",
                  "rating_change_pct": "float",
                  "rating_direction": "str",
                  "review_count_change_pct": "float",
                  "review_count_direction": "str",
                  "sales_rank_change_pct": "float",
                  "sales_rank_direction": "str"
                }
              }
            },
            "temporal_takeaways": [
              {
                "all_time": {
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                  "change_pct": "float",
                  "direction": "str",
                  "previous_change_abs": "float",
                  "previous_change_pct": "float",
                  "slope_per_day": "float"
                },
                "coverage": {
                  "avg_interval_days": "float",
                  "duration_days": "float",
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                  "median_interval_days": "float",
                  "point_count": "int",
                  "points_per_30d": "float"
                },
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                "level": {
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                  "latest_percentile": "float",
                  "latest_zscore": "float",
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                },
                "momentum": {
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                  "direction_change_count": "int",
                  "down_steps": "int",
                  "flat_steps": "int",
                  "last_step": "float",
                  "max_abs_step": "float",
                  "up_steps": "int"
                },
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                "shape": {
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                  "latest_vs_min_pct": "float",
                  "longest_down_streak": "int",
                  "longest_up_streak": "int",
                  "max_drawdown_abs": "float",
                  "max_runup_abs": "float"
                },
                "volatility": {
                  "iqr": "float",
                  "mad": "float",
                  "q1": "float",
                  "q3": "float",
                  "range_abs": "float",
                  "range_pct_of_mean": "float",
                  "volatility_cv": "float"
                },
                "windows": {
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                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "recent_30d": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "recent_365d": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  },
                  "recent_7d": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
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                    "observed_days": "float"
                  },
                  "recent_90d": {
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                    "change_pct": "float",
                    "direction": "str",
                    "latest": "float",
                    "observed_days": "float"
                  }
                }
              },
              {
                "all_time": {
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                  "change_pct": "float",
                  "direction": "str",
                  "previous_change_abs": "float",
                  "previous_change_pct": "float",
                  "slope_per_day": "float"
                },
                "coverage": {
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                  "duration_days": "float",
                  "max_gap_days": "float",
                  "median_interval_days": "float",
                  "point_count": "int",
                  "points_per_30d": "float"
                },
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                "level": {
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                  "latest": "float",
                  "latest_percentile": "float",
                  "max": "float",
                  "mean": "float",
                  "median": "float",
                  "min": "float",
                  "previous": "float"
                },
                "momentum": {
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                  "direction_change_count": "int",
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                  "flat_steps": "int",
                  "last_step": "float",
                  "max_abs_step": "float",
                  "up_steps": "int"
                },
                "series": "str",
                "shape": {
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                  "latest_vs_min_pct": "float",
                  "longest_down_streak": "int",
                  "longest_up_streak": "int",
                  "max_drawdown_abs": "float",
                  "max_runup_abs": "float"
                },
                "volatility": {
                  "iqr": "float",
                  "mad": "float",
                  "q1": "float",
                  "q3": "float",
                  "range_abs": "float",
                  "range_pct_of_mean": "float",
                  "volatility_cv": "float"
                },
                "windows": {
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                    "change_pct": "float",
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                  },
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                  "recent_7d": {
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                    "latest": "float",
                    "observed_days": "float"
                  },
                  "recent_90d": {
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                    "change_abs": "float",
                    "change_pct": "float",
                    "direction": "str",
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                    "observed_days": "float"
                  }
                }
              },
              {
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                  "change_pct": "float",
                  "direction": "str",
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                  "previous_change_pct": "float",
                  "slope_per_day": "float"
                },
                "coverage": {
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                  "duration_days": "float",
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                "level": {
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                  "up_steps": "int"
                },
                "series": "str",
                "shape": {
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                  "latest_vs_min_pct": "float",
                  "longest_down_streak": "int",
                  "longest_up_streak": "int",
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                  "max_runup_abs": "float"
                },
                "volatility": {
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                  "mad": "float",
                  "q1": "float",
                  "q3": "float",
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                  "range_pct_of_mean": "float",
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                    "observed_days": "float"
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                }
              },
              {
                "all_time": {
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                  "direction": "str",
                  "previous_change_abs": "float",
                  "previous_change_pct": "float",
                  "slope_per_day": "float"
                },
                "coverage": {
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                  "duration_days": "float",
                  "max_gap_days": "float",
                  "median_interval_days": "float",
                  "point_count": "int",
                  "points_per_30d": "float"
                },
                "label": "str",
                "level": {
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                  "latest": "float",
                  "latest_percentile": "float",
                  "latest_zscore": "float",
                  "max": "float",
                  "mean": "float",
                  "median": "float",
                  "min": "float",
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                },
                "momentum": {
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                  "down_steps": "int",
                  "flat_steps": "int",
                  "last_step": "float",
                  "max_abs_step": "float",
                  "up_steps": "int"
                },
                "series": "str",
                "shape": {
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                  "latest_vs_min_pct": "float",
                  "longest_down_streak": "int",
                  "longest_up_streak": "int",
                  "max_drawdown_abs": "float",
                  "max_runup_abs": "float"
                },
                "volatility": {
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                  "mad": "float",
                  "q1": "float",
                  "q3": "float",
                  "range_abs": "float",
                  "range_pct_of_mean": "float",
                  "volatility_cv": "float"
                },
                "windows": {
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                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_90d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  }
                }
              },
              "new_offer_count": {
                "change_abs": "float",
                "change_pct": "float",
                "change_profile": {
                  "avg_abs_step": "float",
                  "direction_change_count": "int",
                  "down_steps": "int",
                  "flat_steps": "int",
                  "last_step": "float",
                  "max_abs_step": "float",
                  "up_steps": "int"
                },
                "dispersion": {
                  "iqr": "float",
                  "mad": "float",
                  "median": "float",
                  "q1": "float",
                  "q3": "float"
                },
                "duration_days": "float",
                "first_value": "float",
                "latest_percentile": "float",
                "latest_value": "float",
                "latest_zscore": "float",
                "max_value": "float",
                "mean_value": "float",
                "median_value": "float",
                "min_value": "float",
                "name": "str",
                "point_count": "int",
                "previous_change_abs": "float",
                "previous_change_pct": "float",
                "previous_value": "float",
                "range_abs": "float",
                "range_pct_of_mean": "float",
                "recent_180d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_30d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_365d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_7d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_90d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "sampling": {
                  "avg_interval_days": "float",
                  "max_gap_days": "float",
                  "median_interval_days": "float",
                  "points_per_30d": "float"
                },
                "shape": {
                  "latest_vs_max_pct": "float",
                  "latest_vs_min_pct": "float",
                  "longest_down_streak": "int",
                  "longest_up_streak": "int",
                  "max_drawdown_abs": "float",
                  "max_runup_abs": "float"
                },
                "slope_per_day": "float",
                "trend_direction": "str",
                "unit": "str",
                "volatility_cv": "float",
                "windows": {
                  "recent_180d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_30d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_365d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_7d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_90d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  }
                }
              },
              "rating": {
                "change_abs": "float",
                "change_pct": "float",
                "change_profile": {
                  "avg_abs_step": "float",
                  "direction_change_count": "int",
                  "down_steps": "int",
                  "flat_steps": "int",
                  "last_step": "float",
                  "max_abs_step": "float",
                  "up_steps": "int"
                },
                "dispersion": {
                  "iqr": "float",
                  "mad": "float",
                  "median": "float",
                  "q1": "float",
                  "q3": "float"
                },
                "duration_days": "float",
                "first_value": "float",
                "latest_percentile": "float",
                "latest_value": "float",
                "latest_zscore": "float",
                "max_value": "float",
                "mean_value": "float",
                "median_value": "float",
                "min_value": "float",
                "name": "str",
                "point_count": "int",
                "previous_change_abs": "float",
                "previous_change_pct": "float",
                "previous_value": "float",
                "range_abs": "float",
                "range_pct_of_mean": "float",
                "recent_180d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_30d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_365d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_7d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_90d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "sampling": {
                  "avg_interval_days": "float",
                  "max_gap_days": "float",
                  "median_interval_days": "float",
                  "points_per_30d": "float"
                },
                "shape": {
                  "latest_vs_max_pct": "float",
                  "latest_vs_min_pct": "float",
                  "longest_down_streak": "int",
                  "longest_up_streak": "int",
                  "max_drawdown_abs": "float",
                  "max_runup_abs": "float"
                },
                "slope_per_day": "float",
                "trend_direction": "str",
                "unit": "str",
                "volatility_cv": "float",
                "windows": {
                  "recent_180d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_30d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_365d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_7d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_90d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  }
                }
              },
              "review_count": {
                "change_abs": "float",
                "change_pct": "float",
                "change_profile": {
                  "avg_abs_step": "float",
                  "direction_change_count": "int",
                  "down_steps": "int",
                  "flat_steps": "int",
                  "last_step": "float",
                  "max_abs_step": "float",
                  "up_steps": "int"
                },
                "dispersion": {
                  "iqr": "float",
                  "mad": "float",
                  "median": "float",
                  "q1": "float",
                  "q3": "float"
                },
                "duration_days": "float",
                "first_value": "float",
                "latest_percentile": "float",
                "latest_value": "float",
                "latest_zscore": "float",
                "max_value": "float",
                "mean_value": "float",
                "median_value": "float",
                "min_value": "float",
                "name": "str",
                "point_count": "int",
                "previous_change_abs": "float",
                "previous_change_pct": "float",
                "previous_value": "float",
                "range_abs": "float",
                "range_pct_of_mean": "float",
                "recent_180d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_30d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_365d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_7d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_90d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "sampling": {
                  "avg_interval_days": "float",
                  "max_gap_days": "float",
                  "median_interval_days": "float",
                  "points_per_30d": "float"
                },
                "shape": {
                  "latest_vs_max_pct": "float",
                  "latest_vs_min_pct": "float",
                  "longest_down_streak": "int",
                  "longest_up_streak": "int",
                  "max_drawdown_abs": "float",
                  "max_runup_abs": "float"
                },
                "slope_per_day": "float",
                "trend_direction": "str",
                "unit": "str",
                "volatility_cv": "float",
                "windows": {
                  "recent_180d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_30d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_365d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_7d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_90d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  }
                }
              },
              "sales_rank": {
                "change_abs": "float",
                "change_pct": "float",
                "change_profile": {
                  "avg_abs_step": "float",
                  "direction_change_count": "int",
                  "down_steps": "int",
                  "flat_steps": "int",
                  "last_step": "float",
                  "max_abs_step": "float",
                  "up_steps": "int"
                },
                "dispersion": {
                  "iqr": "float",
                  "mad": "float",
                  "median": "float",
                  "q1": "float",
                  "q3": "float"
                },
                "duration_days": "float",
                "first_value": "float",
                "latest_percentile": "float",
                "latest_value": "float",
                "latest_zscore": "float",
                "max_value": "float",
                "mean_value": "float",
                "median_value": "float",
                "min_value": "float",
                "name": "str",
                "point_count": "int",
                "previous_change_abs": "float",
                "previous_change_pct": "float",
                "previous_value": "float",
                "range_abs": "float",
                "range_pct_of_mean": "float",
                "recent_180d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_30d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_365d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_7d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "recent_90d": {
                  "baseline_timestamp": "str",
                  "baseline_value": "float",
                  "change_abs": "float",
                  "change_pct": "float",
                  "latest_timestamp": "str",
                  "latest_value": "float",
                  "observed_days": "float",
                  "trend_direction": "str"
                },
                "sampling": {
                  "avg_interval_days": "float",
                  "max_gap_days": "float",
                  "median_interval_days": "float",
                  "points_per_30d": "float"
                },
                "shape": {
                  "latest_vs_max_pct": "float",
                  "latest_vs_min_pct": "float",
                  "longest_down_streak": "int",
                  "longest_up_streak": "int",
                  "max_drawdown_abs": "float",
                  "max_runup_abs": "float"
                },
                "slope_per_day": "float",
                "trend_direction": "str",
                "unit": "str",
                "volatility_cv": "float",
                "windows": {
                  "recent_180d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_30d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_365d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_7d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  },
                  "recent_90d": {
                    "baseline_timestamp": "str",
                    "baseline_value": "float",
                    "change_abs": "float",
                    "change_pct": "float",
                    "latest_timestamp": "str",
                    "latest_value": "float",
                    "observed_days": "float",
                    "trend_direction": "str"
                  }
                }
              }
            },
            "series_count": "int",
            "windows_days": [
              "int",
              "int",
              "int",
              "int",
              "int"
            ]
          },
          "variations": {
            "sample": [
              {
                "asin": "str",
                "attributes": [
                  {
                    "dimension": "str",
                    "value": "str"
                  }
                ]
              }
            ],
            "variation_count": "int"
          }
        }
      ],
      "profile": "str",
      "raw": {
        "body_omitted": "bool",
        "fixture": "str",
        "offline": "bool"
      },
      "schema_version": "str",
      "view": "str"
    },
    "ok": "bool",
    "request": {
      "dry_run": "bool",
      "endpoint": "str",
      "method": "str",
      "params_redacted": {
        "asin": "str",
        "domain": "str"
      }
    },
    "token_bucket": {
      "estimated": {
        "components": [
          {
            "estimated_tokens": "int",
            "name": "str",
            "reason": "str",
            "worst_case_tokens": "int"
          }
        ],
        "estimated_tokens": "int",
        "notes": [
          "str"
        ],
        "requires_confirmation": "bool",
        "worst_case_tokens": "int"
      },
      "refill_in_ms": "int",
      "refill_rate": "int",
      "tokens_consumed": "int",
      "tokens_left": "int"
    }
  },
  "source_snapshot": "tests\\snapshots\\agent_schema_snapshot.json",
  "title": "Keepa CLI products.get agent view schema",
  "view": "agent_product"
}
