Dayze — Life Context

cleanup preview

cleanup_preview

Read-only account audit and durable archive plan for events, expenses or trips. Returns source hashes, linked records, field differences, rollback payloads and a review queue. Review the exact candidate set before cleanup_apply. Preview expires after 30 minutes. ($0; API key required)

Input Schema

TableJSON Schema

Name	Required	Description
`family`	Yes
`request_id`	No	Client idempotency key (retries return original result).
`idempotency_key`	No	Alias for request_id.

Output Schema

TableJSON Schema

Name	Required	Description
`rows`	No
`account`	No	The Dayze account this data belongs to. With more than one Dayze connection, name it in the answer.
`changed`	No
`expires_at`	No
`preview_id`	No
`provenance`	No	Which connector wrote the record and which connected Dayze account received it.
`restore_id`	No
`server_time`	No
`candidate_hash`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedOct 3, 2026

addedOutput schema / properties / account

Added value: +{
+  "additionalProperties": false,
+  "description": "The Dayze account this data belongs to. With more than one Dayze connection, name it in the answer.",
+  "properties": {
+    "display_name": {
+      "description": "Account display name.",
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "handle": {
+      "description": "Account handle, e.g. @goh.",
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "note": {
+      "description": "How to disclose the account to the user.",
+      "type": "string"
+    },
+    "qa_fixture": {
+      "description": "True for a known QA test account: its records are fixture data, not a real life.",
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "handle",
+    "display_name",
+    "qa_fixture",
+    "note"
+  ],
+  "type": "object"
+}

addedOutput schema / properties / provenance

Added value: +{
+  "additionalProperties": false,
+  "description": "Which connector wrote the record and which connected Dayze account received it.",
+  "properties": {
+    "account": {
+      "additionalProperties": false,
+      "description": "The Dayze account this data belongs to. With more than one Dayze connection, name it in the answer.",
+      "properties": {
+        "display_name": {
+          "description": "Account display name.",
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "handle": {
+          "description": "Account handle, e.g. @goh.",
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "note": {
+          "description": "How to disclose the account to the user.",
+          "type": "string"
+        },
+        "qa_fixture": {
+          "description": "True for a known QA test account: its records are fixture data, not a real life.",
+          "type": "boolean"
+        }
+      },
+      "required": [
+        "handle",
+        "display_name",
+        "qa_fixture",
+        "note"
+      ],
+      "type": "object"
+    },
+    "channel": {
+      "description": "Always mcp_connector.",
+      "type": "string"
+    },
+    "connector": {
+      "additionalProperties": false,
+      "properties": {
+        "kind": {
+          "description": "oauth or api_key.",
+          "type": "string"
+        },
+        "name": {
+          "description": "The connected app or API-key label shown to the account owner.",
+          "type": "string"
+        }
+      },
+      "required": [
+        "kind",
+        "name"
+      ],
+      "type": "object"
+    },
+    "source": {
+      "description": "chatgpt for ChatGPT OAuth writes; mcp for another OAuth app or API key.",
+      "type": "string"
+    }
+  },
+  "required": [
+    "source",
+    "channel",
+    "connector",
+    "account"
+  ],
+  "type": "object"
+}

Changed2 schema fields changedSep 17, 2026

addedInput schema / properties / idempotency_key

Added value: +{
+  "description": "Alias for request_id.",
+  "type": "string"
+}

addedInput schema / properties / request_id

Added value: +{
+  "description": "Client idempotency key (retries return original result).",
+  "type": "string"
+}

AddedSep 16, 2026

TDQS

A3.5/5.0

Behavior1/5

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

The description explicitly claims "Read-only account audit," but the annotations declare readOnlyHint=false. An agent that trusts the prose would treat this as a safe read while the structured safety signal says otherwise, which is a direct conflict. The otherwise-useful additions (30-minute expiry, $0 cost, API-key requirement, returned artifacts) do not cure the contradiction of the annotation.

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-loaded purpose in the first clause, followed by returns, the sibling routing rule, and operational constraints — no wasted sentences. It is slightly telegraphic ("($0; API key required)") but dense rather than padded.

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?

With an output schema present, the description need not enumerate return fields, and annotations cover the safety profile — though that coverage conflicts with the prose. Expiry, cost, and auth needs are stated, so an agent has enough to call it; the unresolved read-only conflict is the main completeness defect.

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

Parameters3/5

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

Schema coverage is 67%, with request_id and idempotency_key already documented in the schema as idempotency mechanisms. The description's "events, expenses or trips" restates the family enum values without adding syntax, defaults, or selection guidance, so the baseline of 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 action on specific resources ("account audit and durable archive plan for events, expenses or trips"), and the family list maps directly onto the enum an agent will see. It also distinguishes itself from its closest sibling by naming cleanup_apply as the step it precedes.

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

Usage Guidelines4/5

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

"Review the exact candidate set before cleanup_apply" gives a clear workflow condition and names the alternative tool, so the agent knows this is the pre-flight step. It stops short of stating when not to use it or what to do once the 30-minute preview expires, so it is clear context rather than full routing.

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

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