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Thecimal

Quantified Self MCP Server

Calculate metric trend

calculate_metric_trend
Read-onlyIdempotent

Fit a simple straight-line trend to one metric over a window and report its direction, slope (change per day), and r_squared (how well a straight line actually fits — low r_squared means "noisy," not "flat").

Instructions

Fit a simple straight-line trend to one metric over a window and report its direction, slope (change per day), and r_squared (how well a straight line actually fits — low r_squared means "noisy," not "flat").

Use this tool when:

  • the user asks whether one metric is trending up/down/flat over a continuous window (e.g. "is my weight trending down?", "how has my HRV changed?").

Do not use this tool when:

  • the user wants two specific, separately-defined ranges compared (e.g. "this month vs last month") rather than a single continuous slope -> use compare_metric_periods instead.

  • the user asks what's typical/normal rather than which direction it's moving -> use get_baseline instead.

  • the user asks about isolated unusual days rather than an overall direction -> use detect_metric_anomalies instead.

Privacy note: this server and its SQLite file are entirely local, but the data returned by this tool becomes part of the conversation sent to whatever model the calling client is configured with. If that model runs in the cloud rather than on your machine, treat this the same as pasting the data into a chat with that provider.

Input Schema

NameRequiredDescriptionDefault
metricYesOne of steps, sleep_hours, resting_heart_rate, weight_kg, workout_minutes, mood, water_ml, heart_rate, hrv_ms.
end_dateNoLast day to include, formatted YYYY-MM-DD. Defaults to today.
start_dateNoFirst day to include, formatted YYYY-MM-DD. Defaults to 30 days before end_date.

Output Schema

NameRequiredDescriptionDefault
claimYesEvidence and decision for the trend claim; read claim.decision before reporting it.
rangeYes
trendYes
metricYes
evidenceYesDEPRECATED: identical to claim.evidence. Use claim.decision, not evidence.confidence.
data_healthNoWhether the data behind this result is complete, current and trustworthy.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv1.0.30
    • addedOutput schema / properties / data_health
      Added value: +{
      +  "anyOf": [
      +    {
      +      "description": "Data-quality state behind one result (not a medical or statistical confidence score). status is one of\nVALID, VALID_WITH_GAPS, MIXED_SOURCES, INSUFFICIENT_DATA, STALE, IMPORT_INCOMPLETE; reasons lists every\ncondition that\napplies. See data_health.compose_data_health for how it is decided.",
      +      "properties": {
      +        "completeness": {
      +          "properties": {
      +            "coverage_ratio": {
      +              "type": "number"
      +            },
      +            "expected_days": {
      +              "type": "integer"
      +            },
      +            "missing_days": {
      +              "type": "integer"
      +            },
      +            "observed_days": {
      +              "type": "integer"
      +            }
      +          },
      +          "required": [
      +            "expected_days",
      +            "observed_days",
      +            "coverage_ratio",
      +            "missing_days"
      +          ],
      +          "type": "object"
      +        },
      +        "coverage": {
      +          "properties": {
      +            "end": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            },
      +            "requested_end": {
      +              "type": "string"
      +            },
      +            "requested_start": {
      +              "type": "string"
      +            },
      +            "start": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            }
      +          },
      +          "required": [
      +            "requested_start",
      +            "requested_end"
      +          ],
      +          "type": "object"
      +        },
      +        "freshness": {
      +          "properties": {
      +            "age_days": {
      +              "anyOf": [
      +                {
      +                  "type": "integer"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null,
      +              "description": "Days from the latest observation to the end of the requested window."
      +            },
      +            "dataset_days_behind": {
      +              "anyOf": [
      +                {
      +                  "type": "integer"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null,
      +              "description": "Days from the dataset's latest data (any metric) to today."
      +            },
      +            "latest_data": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "null"
      +                }
      +              ],
      +              "default": null
      +            }
      +          },
      +          "type": "object"
      +        },
      +        "gaps": {
      +          "items": {
      +            "properties": {
      +              "days": {
      +                "type": "integer"
      +              },
      +              "end": {
      +                "type": "string"
      +              },
      +              "start": {
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "start",
      +              "end",
      +              "days"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        "last_import": {
      +          "anyOf": [
      +            {
      +              "properties": {
      +                "finished_at": {
      +                  "anyOf": [
      +                    {
      +                      "type": "string"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                },
      +                "importer": {
      +                  "type": "string"
      +                },
      +                "source_file": {
      +                  "anyOf": [
      +                    {
      +                      "type": "string"
      +                    },
      +                    {
      +                      "type": "null"
      +                    }
      +                  ],
      +                  "default": null
      +                },
      +                "status": {
      +                  "type": "string"
      +                }
      +              },
      +              "required": [
      +                "importer",
      +                "status"
      +              ],
      +              "type": "object"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ],
      +          "default": null
      +        },
      +        "last_successful_import": {
      +          "anyOf": [
      +            {
      +              "type": "string"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ],
      +          "default": null
      +        },
      +        "observations": {
      +          "description": "Number of daily values the result is computed from.",
      +          "type": "integer"
      +        },
      +        "reasons": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "status": {
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "status",
      +        "reasons",
      +        "freshness",
      +        "coverage",
      +        "completeness",
      +        "gaps",
      +        "observations"
      +      ],
      +      "type": "object"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null,
      +  "description": "Whether the data behind this result is complete, current and trustworthy."
      +}
  2. Changed3 schema fields changedv1.0.28
    • removedOutput schema / properties / claim_decision
      Removed value: -{
      -  "deprecated": true,
      -  "description": "DEPRECATED: identical to claim.decision. Use claim.decision instead.",
      -  "properties": {
      -    "must_state": {
      -      "items": {
      -        "type": "string"
      -      },
      -      "type": "array"
      -    },
      -    "permitted_phrasing_class": {
      -      "type": "string"
      -    },
      -    "template": {
      -      "type": "string"
      -    },
      -    "tier": {
      -      "type": "string"
      -    }
      -  },
      -  "required": [
      -    "tier",
      -    "permitted_phrasing_class",
      -    "must_state",
      -    "template"
      -  ],
      -  "type": "object"
      -}
    • removedOutput schema / properties / evidence_profile
      Removed value: -{
      -  "deprecated": true,
      -  "description": "DEPRECATED: identical to claim.profile. Use claim.decision instead.",
      -  "properties": {
      -    "analysis": {
      -      "type": "string"
      -    },
      -    "dimensions": {
      -      "items": {
      -        "properties": {
      -          "can_block": {
      -            "default": true,
      -            "type": "boolean"
      -          },
      -          "details": {
      -            "additionalProperties": true,
      -            "type": "object"
      -          },
      -          "dimension": {
      -            "enum": [
      -              "sample",
      -              "temporal",
      -              "robustness",
      -              "missingness",
      -              "practical",
      -              "measurement_validity",
      -              "provenance"
      -            ],
      -            "type": "string"
      -          },
      -          "reason_codes": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          },
      -          "status": {
      -            "enum": [
      -              "adequate",
      -              "negligible",
      -              "not_assessed",
      -              "weak",
      -              "concern",
      -              "blocking"
      -            ],
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "dimension",
      -          "status"
      -        ],
      -        "type": "object"
      -      },
      -      "type": "array"
      -    },
      -    "effect": {
      -      "additionalProperties": true,
      -      "type": "object"
      -    },
      -    "metric": {
      -      "type": "string"
      -    }
      -  },
      -  "required": [
      -    "metric",
      -    "analysis",
      -    "dimensions"
      -  ],
      -  "type": "object"
      -}
    • changedOutput schema / required
      Previous value: -[
      -  "metric",
      -  "range",
      -  "trend",
      -  "claim",
      -  "evidence",
      -  "evidence_profile",
      -  "claim_decision"
      -]New value: +[
      +  "metric",
      +  "range",
      +  "trend",
      +  "claim",
      +  "evidence"
      +]
  3. Changed8 schema fields changedv1.0.26
    • addedOutput schema / properties / claim
      Added value: +{
      +  "description": "Evidence and decision for the trend claim; read claim.decision before reporting it.",
      +  "properties": {
      +    "decision": {
      +      "description": "How strongly this claim may be stated. tier is insufficient, suggestive, detectable_not_meaningful or supported; every entry in must_state has to be mentioned when reporting it.",
      +      "properties": {
      +        "must_state": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "permitted_phrasing_class": {
      +          "type": "string"
      +        },
      +        "template": {
      +          "type": "string"
      +        },
      +        "tier": {
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "tier",
      +        "permitted_phrasing_class",
      +        "must_state",
      +        "template"
      +      ],
      +      "type": "object"
      +    },
      +    "evidence": {
      +      "description": "Descriptive data coverage behind this claim.",
      +      "properties": {
      +        "confidence": {
      +          "type": "string"
      +        },
      +        "coverage_ratio": {
      +          "type": "number"
      +        },
      +        "expected_days": {
      +          "type": "integer"
      +        },
      +        "freshness_days": {
      +          "anyOf": [
      +            {
      +              "type": "integer"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ],
      +          "default": null
      +        },
      +        "gaps": {
      +          "items": {
      +            "properties": {
      +              "days": {
      +                "type": "integer"
      +              },
      +              "end": {
      +                "type": "string"
      +              },
      +              "start": {
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "start",
      +              "end",
      +              "days"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        "measurement_count": {
      +          "type": "integer"
      +        },
      +        "missing_days": {
      +          "type": "integer"
      +        },
      +        "observed_days": {
      +          "type": "integer"
      +        },
      +        "observed_end": {
      +          "anyOf": [
      +            {
      +              "type": "string"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ],
      +          "default": null
      +        },
      +        "observed_start": {
      +          "anyOf": [
      +            {
      +              "type": "string"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ],
      +          "default": null
      +        },
      +        "recent_gap_days": {
      +          "type": "integer"
      +        },
      +        "requested_end": {
      +          "type": "string"
      +        },
      +        "requested_start": {
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "requested_start",
      +        "requested_end",
      +        "expected_days",
      +        "observed_days",
      +        "coverage_ratio",
      +        "missing_days",
      +        "measurement_count",
      +        "gaps",
      +        "recent_gap_days",
      +        "confidence"
      +      ],
      +      "type": "object"
      +    },
      +    "profile": {
      +      "description": "Per-dimension evidence quality behind this claim (sample, temporal, missingness, ...). Dimensions without an evaluator yet are 'not_assessed' and cap the claim, never count as adequate.",
      +      "properties": {
      +        "analysis": {
      +          "type": "string"
      +        },
      +        "dimensions": {
      +          "items": {
      +            "properties": {
      +              "can_block": {
      +                "default": true,
      +                "type": "boolean"
      +              },
      +              "details": {
      +                "additionalProperties": true,
      +                "type": "object"
      +              },
      +              "dimension": {
      +                "enum": [
      +                  "sample",
      +                  "temporal",
      +                  "robustness",
      +                  "missingness",
      +                  "practical",
      +                  "measurement_validity",
      +                  "provenance"
      +                ],
      +                "type": "string"
      +              },
      +              "reason_codes": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "status": {
      +                "enum": [
      +                  "adequate",
      +                  "negligible",
      +                  "not_assessed",
      +                  "weak",
      +                  "concern",
      +                  "blocking"
      +                ],
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "dimension",
      +              "status"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        "effect": {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        "metric": {
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "metric",
      +        "analysis",
      +        "dimensions"
      +      ],
      +      "type": "object"
      +    }
      +  },
      +  "required": [
      +    "evidence",
      +    "profile",
      +    "decision"
      +  ],
      +  "type": "object"
      +}
    • addedOutput schema / properties / claim_decision / deprecated
      Added value: +true
    • changedOutput schema / properties / claim_decision / description
      Previous value: -"How strongly this result may be stated. tier is insufficient, suggestive, detectable_not_meaningful or supported; every entry in must_state has to be mentioned when reporting it."New value: +"DEPRECATED: identical to claim.decision. Use claim.decision instead."
    • addedOutput schema / properties / evidence / deprecated
      Added value: +true
    • changedOutput schema / properties / evidence / description
      Previous value: -"Coverage/quality of the data a single-metric analytical result is\nbased on. See evidence.build_evidence for how each field is computed."New value: +"DEPRECATED: identical to claim.evidence. Use claim.decision, not evidence.confidence."
    • addedOutput schema / properties / evidence_profile / deprecated
      Added value: +true
    • changedOutput schema / properties / evidence_profile / description
      Previous value: -"Per-dimension evidence quality behind this result (sample, temporal, missingness, ...). Dimensions without an evaluator yet are 'not_assessed' and cap the claim, never count as adequate."New value: +"DEPRECATED: identical to claim.profile. Use claim.decision instead."
    • changedOutput schema / required
      Previous value: -[
      -  "evidence_profile",
      -  "claim_decision",
      -  "metric",
      -  "range",
      -  "trend",
      -  "evidence"
      -]New value: +[
      +  "metric",
      +  "range",
      +  "trend",
      +  "claim",
      +  "evidence",
      +  "evidence_profile",
      +  "claim_decision"
      +]
  4. Changed11 schema fields changedv1.0.23
    • removedOutput schema / properties / claim_decision / anyOf
      Removed value: -[
      -  {
      -    "properties": {
      -      "must_state": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "type": "array"
      -      },
      -      "permitted_phrasing_class": {
      -        "type": "string"
      -      },
      -      "template": {
      -        "type": "string"
      -      },
      -      "tier": {
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "tier",
      -      "permitted_phrasing_class",
      -      "must_state",
      -      "template"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • removedOutput schema / properties / claim_decision / default
      Removed value: -null
    • addedOutput schema / properties / claim_decision / properties
      Added value: +{
      +  "must_state": {
      +    "items": {
      +      "type": "string"
      +    },
      +    "type": "array"
      +  },
      +  "permitted_phrasing_class": {
      +    "type": "string"
      +  },
      +  "template": {
      +    "type": "string"
      +  },
      +  "tier": {
      +    "type": "string"
      +  }
      +}
    • addedOutput schema / properties / claim_decision / required
      Added value: +[
      +  "tier",
      +  "permitted_phrasing_class",
      +  "must_state",
      +  "template"
      +]
    • addedOutput schema / properties / claim_decision / type
      Added value: +"object"
    • removedOutput schema / properties / evidence_profile / anyOf
      Removed value: -[
      -  {
      -    "properties": {
      -      "analysis": {
      -        "type": "string"
      -      },
      -      "dimensions": {
      -        "items": {
      -          "properties": {
      -            "can_block": {
      -              "default": true,
      -              "type": "boolean"
      -            },
      -            "details": {
      -              "additionalProperties": true,
      -              "type": "object"
      -            },
      -            "dimension": {
      -              "enum": [
      -                "sample",
      -                "temporal",
      -                "robustness",
      -                "missingness",
      -                "practical",
      -                "measurement_validity",
      -                "provenance"
      -              ],
      -              "type": "string"
      -            },
      -            "reason_codes": {
      -              "items": {
      -                "type": "string"
      -              },
      -              "type": "array"
      -            },
      -            "status": {
      -              "enum": [
      -                "adequate",
      -                "negligible",
      -                "not_assessed",
      -                "weak",
      -                "concern",
      -                "blocking"
      -              ],
      -              "type": "string"
      -            }
      -          },
      -          "required": [
      -            "dimension",
      -            "status"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "effect": {
      -        "additionalProperties": true,
      -        "type": "object"
      -      },
      -      "metric": {
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "metric",
      -      "analysis",
      -      "dimensions"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • removedOutput schema / properties / evidence_profile / default
      Removed value: -null
    • addedOutput schema / properties / evidence_profile / properties
      Added value: +{
      +  "analysis": {
      +    "type": "string"
      +  },
      +  "dimensions": {
      +    "items": {
      +      "properties": {
      +        "can_block": {
      +          "default": true,
      +          "type": "boolean"
      +        },
      +        "details": {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        "dimension": {
      +          "enum": [
      +            "sample",
      +            "temporal",
      +            "robustness",
      +            "missingness",
      +            "practical",
      +            "measurement_validity",
      +            "provenance"
      +          ],
      +          "type": "string"
      +        },
      +        "reason_codes": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "status": {
      +          "enum": [
      +            "adequate",
      +            "negligible",
      +            "not_assessed",
      +            "weak",
      +            "concern",
      +            "blocking"
      +          ],
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "dimension",
      +        "status"
      +      ],
      +      "type": "object"
      +    },
      +    "type": "array"
      +  },
      +  "effect": {
      +    "additionalProperties": true,
      +    "type": "object"
      +  },
      +  "metric": {
      +    "type": "string"
      +  }
      +}
    • addedOutput schema / properties / evidence_profile / required
      Added value: +[
      +  "metric",
      +  "analysis",
      +  "dimensions"
      +]
    • addedOutput schema / properties / evidence_profile / type
      Added value: +"object"
    • changedOutput schema / required
      Previous value: -[
      -  "metric",
      -  "range",
      -  "trend",
      -  "evidence"
      -]New value: +[
      +  "evidence_profile",
      +  "claim_decision",
      +  "metric",
      +  "range",
      +  "trend",
      +  "evidence"
      +]
  5. Changed2 schema fields changedv1.0.20
    • addedOutput schema / properties / claim_decision
      Added value: +{
      +  "anyOf": [
      +    {
      +      "properties": {
      +        "must_state": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "permitted_phrasing_class": {
      +          "type": "string"
      +        },
      +        "template": {
      +          "type": "string"
      +        },
      +        "tier": {
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "tier",
      +        "permitted_phrasing_class",
      +        "must_state",
      +        "template"
      +      ],
      +      "type": "object"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null,
      +  "description": "How strongly this result may be stated. tier is insufficient, suggestive, detectable_not_meaningful or supported; every entry in must_state has to be mentioned when reporting it."
      +}
    • addedOutput schema / properties / evidence_profile
      Added value: +{
      +  "anyOf": [
      +    {
      +      "properties": {
      +        "analysis": {
      +          "type": "string"
      +        },
      +        "dimensions": {
      +          "items": {
      +            "properties": {
      +              "can_block": {
      +                "default": true,
      +                "type": "boolean"
      +              },
      +              "details": {
      +                "additionalProperties": true,
      +                "type": "object"
      +              },
      +              "dimension": {
      +                "enum": [
      +                  "sample",
      +                  "temporal",
      +                  "robustness",
      +                  "missingness",
      +                  "practical",
      +                  "measurement_validity",
      +                  "provenance"
      +                ],
      +                "type": "string"
      +              },
      +              "reason_codes": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "status": {
      +                "enum": [
      +                  "adequate",
      +                  "negligible",
      +                  "not_assessed",
      +                  "weak",
      +                  "concern",
      +                  "blocking"
      +                ],
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "dimension",
      +              "status"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        "effect": {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        "metric": {
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "metric",
      +        "analysis",
      +        "dimensions"
      +      ],
      +      "type": "object"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null,
      +  "description": "Per-dimension evidence quality behind this result (sample, temporal, missingness, ...). Dimensions without an evaluator yet are 'not_assessed' and cap the claim, never count as adequate."
      +}
  6. Changed1 schema field changedv1.0.17
    • addedOutput schema / properties / trend / properties / span_days
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "integer"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null
      +}
  7. Changed2 schema fields changed
    • addedOutput schema / properties / evidence
      Added value: +{
      +  "description": "Coverage/quality of the data a single-metric analytical result is\nbased on. See evidence.build_evidence for how each field is computed.",
      +  "properties": {
      +    "confidence": {
      +      "type": "string"
      +    },
      +    "coverage_ratio": {
      +      "type": "number"
      +    },
      +    "expected_days": {
      +      "type": "integer"
      +    },
      +    "freshness_days": {
      +      "anyOf": [
      +        {
      +          "type": "integer"
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ],
      +      "default": null
      +    },
      +    "gaps": {
      +      "items": {
      +        "properties": {
      +          "days": {
      +            "type": "integer"
      +          },
      +          "end": {
      +            "type": "string"
      +          },
      +          "start": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "start",
      +          "end",
      +          "days"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "measurement_count": {
      +      "type": "integer"
      +    },
      +    "missing_days": {
      +      "type": "integer"
      +    },
      +    "observed_days": {
      +      "type": "integer"
      +    },
      +    "observed_end": {
      +      "anyOf": [
      +        {
      +          "type": "string"
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ],
      +      "default": null
      +    },
      +    "observed_start": {
      +      "anyOf": [
      +        {
      +          "type": "string"
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ],
      +      "default": null
      +    },
      +    "recent_gap_days": {
      +      "type": "integer"
      +    },
      +    "requested_end": {
      +      "type": "string"
      +    },
      +    "requested_start": {
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "requested_start",
      +    "requested_end",
      +    "expected_days",
      +    "observed_days",
      +    "coverage_ratio",
      +    "missing_days",
      +    "measurement_count",
      +    "gaps",
      +    "recent_gap_days",
      +    "confidence"
      +  ],
      +  "type": "object"
      +}
    • changedOutput schema / required
      Previous value: -[
      -  "metric",
      -  "range",
      -  "trend"
      -]New value: +[
      +  "metric",
      +  "range",
      +  "trend",
      +  "evidence"
      +]
  8. Addedv1.0.16
  9. Removedv1.0.15
  10. Addedv1.0.11

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the description is not obligated to restate it — and it doesn't. It instead adds genuinely new behavioral context: the model-disclosure privacy caveat about data leaving the local SQLite into a cloud conversation, and the interpretation caveat that low r_squared means 'noisy,' not 'flat.' It stops short of describing result shape or performance characteristics, so 4 rather than 5.

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?

Front-loads the core action and return values before the routing lists, and the when/when-not blocks are scannable. The privacy paragraph is noticeably long relative to its low-frequency relevance, but it is substantive rather than filler.

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 no explanation, and the description still supplies the one thing the schema can't: how to read r_squared. Together with the explicit sibling routing and the privacy caveat, an agent has everything needed to select and call this tool correctly.

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%: metric's allowed values, date format YYYY-MM-DD, and both defaults are already fully documented in the schema. The description adds no syntax or format detail beyond that, so the baseline 3 applies.

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

Purpose5/5

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

States a specific verb (fit a straight-line trend) and resource (one metric over a window), plus exactly what is returned: direction, slope per day, and r_squared. This lets an agent distinguish it from get_metric_history, aggregate_measurements, and the regression-adjacent siblings without opening any schema.

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

Usage Guidelines5/5

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

Contains explicit 'use this tool when' and 'do not use this tool when' sections with three named alternatives (compare_metric_periods, get_baseline, detect_metric_anomalies), each tied to a concrete user-utterance trigger. Nothing about tool selection 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.