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get_daily_productivity_overview

Get a complete view of today's tasks, overdue items, and completed work to streamline daily planning and productivity.

Instructions

Get comprehensive daily productivity overview with today's tasks, overdue items, completed items, and planning insights.

Primary tool for daily planning and productivity. Consolidates multiple data sources efficiently. Use when you need a complete view of today's work situation.

For specific data only, use: get_tasks() (today's scheduled), get_due_items() (overdue), get_all_tasks() (comprehensive search), or get_completed_tasks() (recent completions).

Input Schema

TableJSON Schema

Name	Required	Description	Default
`debug`	No

Output Schema

TableJSON Schema

Name	Required	Description	Default
`data`	Yes
`metadata`	Yes	Metadata about the data itself
`summary`	Yes	Human-readable insights
`debug`	Yes
`success`	Yes
`api_version`	No		current
`response_version`	No		1.0

Schema Changelog

Changes observed during successful MCP inspections.

Changed15 schema fields changedv0.1.7May 3, 2026

addedInput schema / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs

Removed value: -{
-  "ErrorDetails": {
-    "properties": {
-      "error_type": {
-        "type": "string"
-      },
-      "message": {
-        "type": "string"
-      },
-      "retry_suggested": {
-        "default": false,
-        "type": "boolean"
-      },
-      "user_message": {
-        "type": "string"
-      }
-    },
-    "required": [
-      "error_type",
-      "message",
-      "user_message"
-    ],
-    "type": "object"
-  },
-  "ResponseDebug": {
-    "properties": {
-      "api_calls_made": {
-        "default": 1,
-        "type": "integer"
-      },
-      "api_endpoint": {
-        "type": "string"
-      },
-      "cache_hit": {
-        "default": false,
-        "type": "boolean"
-      },
-      "error": {
-        "anyOf": [
-          {
-            "$ref": "#/$defs/ErrorDetails"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      },
-      "response_time_ms": {
-        "type": "integer"
-      },
-      "warnings": {
-        "anyOf": [
-          {
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      }
-    },
-    "required": [
-      "api_endpoint",
-      "response_time_ms"
-    ],
-    "type": "object"
-  },
-  "ResponseMetadata": {
-    "properties": {
-      "count": {
-        "type": "integer"
-      },
-      "data_freshness": {
-        "default": "real_time",
-        "type": "string"
-      },
-      "end_date": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      },
-      "filters_applied": {
-        "anyOf": [
-          {
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      },
-      "source": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      },
-      "start_date": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      }
-    },
-    "required": [
-      "count"
-    ],
-    "type": "object"
-  },
-  "ResponseSummary": {
-    "properties": {
-      "action_completed": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      },
-      "status": {
-        "type": "string"
-      },
-      "text": {
-        "type": "string"
-      }
-    },
-    "required": [
-      "text",
-      "status"
-    ],
-    "type": "object"
-  }
-}

addedOutput schema / description

Added value: +"Standard response structure for all tools"

removedOutput schema / properties / data / title
```
Removed value: -"Data"
```

changedOutput schema / properties / debug / anyOf

Previous value: -[
-  {
-    "$ref": "#/$defs/ResponseDebug"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "description": "Technical execution details",
+    "properties": {
+      "api_calls_made": {
+        "default": 1,
+        "type": "integer"
+      },
+      "api_endpoint": {
+        "type": "string"
+      },
+      "cache_hit": {
+        "default": false,
+        "type": "boolean"
+      },
+      "error": {
+        "anyOf": [
+          {
+            "description": "Structured error information",
+            "properties": {
+              "error_type": {
+                "type": "string"
+              },
+              "message": {
+                "type": "string"
+              },
+              "retry_suggested": {
+                "default": false,
+                "type": "boolean"
+              },
+              "user_message": {
+                "type": "string"
+              }
+            },
+            "required": [
+              "error_type",
+              "message",
+              "user_message"
+            ],
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null
+      },
+      "response_time_ms": {
+        "type": "integer"
+      },
+      "warnings": {
+        "anyOf": [
+          {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null
+      }
+    },
+    "required": [
+      "api_endpoint",
+      "response_time_ms"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / properties / metadata / $ref
```
Removed value: -"#/$defs/ResponseMetadata"
```
addedOutput schema / properties / metadata / description
```
Added value: +"Metadata about the data itself"
```

addedOutput schema / properties / metadata / properties

Added value: +{
+  "count": {
+    "type": "integer"
+  },
+  "data_freshness": {
+    "default": "real_time",
+    "type": "string"
+  },
+  "end_date": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null
+  },
+  "filters_applied": {
+    "anyOf": [
+      {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null
+  },
+  "source": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null
+  },
+  "start_date": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null
+  }
+}

addedOutput schema / properties / metadata / required
```
Added value: +[
+  "count"
+]
```
addedOutput schema / properties / metadata / type
```
Added value: +"object"
```
removedOutput schema / properties / summary / $ref
```
Removed value: -"#/$defs/ResponseSummary"
```
addedOutput schema / properties / summary / description
```
Added value: +"Human-readable insights"
```

addedOutput schema / properties / summary / properties

Added value: +{
+  "action_completed": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null
+  },
+  "status": {
+    "type": "string"
+  },
+  "text": {
+    "type": "string"
+  }
+}

addedOutput schema / properties / summary / required
```
Added value: +[
+  "text",
+  "status"
+]
```
addedOutput schema / properties / summary / type
```
Added value: +"object"
```

First observedv1.0.1Feb 1, 2026

TDQS

A4.1/5.0

Behavior3/5

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

No annotations provided, so description must cover behavior. It states 'Consolidates multiple data sources efficiently' but does not explicitly state read-only nature or disclose any potential side effects. Middle ground.

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

Conciseness5/5

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

Three concise sentences with clear structure; alternatives listed in a bullet-like format. No unnecessary words.

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

Completeness4/5

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

Given one parameter and an output schema, the description covers tool purpose, usage context, and alternatives. Missing only parameter explanation, which is minor.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Only one parameter (debug) exists with 0% schema coverage. The description does not mention or explain this parameter. Even though trivial, it fails to compensate for the lack of schema descriptions.

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?

Description clearly states 'Get comprehensive daily productivity overview' and lists included data (tasks, overdue, completed). It distinguishes from siblings by naming alternatives like get_tasks and get_due_items.

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?

Explicitly says 'Primary tool for daily planning and productivity' and 'Use when you need a complete view of today's work situation'. Provides when-not usage via specific tool alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.