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Suggest feed fixes

suggest_feed_fixes
Read-onlyIdempotent

Validate a supplied feed for one target and turn deterministic validation issues into remediation actions for the affected records.

Input Schema

NameRequiredDescriptionDefault
formatNoOptional input-format override. Omit or use auto to detect JSON, NDJSON, XML, CSV or TSV automatically.
targetYesValidation target. Choose a published-contract validator, readiness checker or the generic hotel master data audit.
contentYesFeed content. Paste the JSON, XML, CSV, TSV or NDJSON payload directly. Maximum size is 2 MB.

Output Schema

NameRequiredDescriptionDefault
fixesYes
scoreYes
formatYes
issuesYes
targetYesValidation target. Choose a published-contract validator, readiness checker or the generic hotel master data audit.
recordsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • changedInput schema / properties / content / description
      Previous value: -"Feed content. Paste the JSON, XML, CSV, TSV or NDJSON payload directly."New value: +"Feed content. Paste the JSON, XML, CSV, TSV or NDJSON payload directly. Maximum size is 2 MB."
    • addedInput schema / properties / format / description
      Added value: +"Optional input-format override. Omit or use auto to detect JSON, NDJSON, XML, CSV or TSV automatically."
    • addedInput schema / properties / target / description
      Added value: +"Validation target. Choose a published-contract validator, readiness checker or the generic hotel master data audit."
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "https://json-schema.org/draft/2020-12/schema",
      +  "additionalProperties": false,
      +  "properties": {
      +    "fixes": {
      +      "items": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "action": {
      +            "type": "string"
      +          },
      +          "affectedRows": {
      +            "maximum": 9007199254740991,
      +            "minimum": 0,
      +            "type": "integer"
      +          },
      +          "code": {
      +            "type": "string"
      +          },
      +          "level": {
      +            "enum": [
      +              "error",
      +              "warning"
      +            ],
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "code",
      +          "level",
      +          "affectedRows",
      +          "action"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "format": {
      +      "enum": [
      +        "JSON",
      +        "XML",
      +        "CSV",
      +        "TSV",
      +        "NDJSON"
      +      ],
      +      "type": "string"
      +    },
      +    "issues": {
      +      "items": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "code": {
      +            "type": "string"
      +          },
      +          "level": {
      +            "enum": [
      +              "error",
      +              "warning",
      +              "info"
      +            ],
      +            "type": "string"
      +          },
      +          "message": {
      +            "type": "string"
      +          },
      +          "rows": {
      +            "items": {
      +              "maximum": 9007199254740991,
      +              "minimum": 0,
      +              "type": "integer"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "required": [
      +          "level",
      +          "code",
      +          "message"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "records": {
      +      "maximum": 9007199254740991,
      +      "minimum": 0,
      +      "type": "integer"
      +    },
      +    "score": {
      +      "maximum": 100,
      +      "minimum": 0,
      +      "type": "number"
      +    },
      +    "target": {
      +      "description": "Validation target. Choose a published-contract validator, readiness checker or the generic hotel master data audit.",
      +      "enum": [
      +        "wego",
      +        "google_hotel_center",
      +        "trivago",
      +        "meta_catalog",
      +        "criteo",
      +        "hotel_master_data"
      +      ],
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "target",
      +    "score",
      +    "format",
      +    "records",
      +    "fixes",
      +    "issues"
      +  ],
      +  "type": "object"
      +}
  2. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already cover the safety profile (readOnlyHint, idempotentHint, destructiveHint=false, openWorldHint=false), so the bar is lower. The description usefully adds that the issues are 'deterministic' and that output is remediation actions, but it says nothing about how remediation is scoped, whether suggestions are guaranteed or advisory, or any size/rate constraints beyond the schema's 2 MB cap.

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?

A single front-loaded sentence: the action and scope come first, the differentiating outcome second. No filler, no repetition of the title or schema fields.

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

Completeness3/5

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

An output schema exists, so return values need not be described, and the required target/content pairing is implied by 'supplied feed for one target.' However, for a tool sitting in a crowded validation family, the absence of routing guidance leaves the definition only marginally complete.

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%, so the enum values, format override, and 2 MB content limit are all documented in the schema. The description only restates 'for one target' and 'supplied feed,' adding no meaning beyond what the structured fields already convey — baseline 3 applies.

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

Purpose4/5

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

The description names a specific verb (validate) and resource (a supplied feed), plus the distinctive outcome of turning issues into 'remediation actions for the affected records.' That remediation angle separates it in spirit from the many validate_* siblings, but the description never explicitly contrasts itself with validate_feed or the per-target validators, so the differentiation must be inferred.

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

Usage Guidelines2/5

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

There is no when-to-use guidance at all. With eleven siblings clustered around validation (validate_feed, validate_wego_hotel_feed, validate_google_hotel_center_list, etc.), an agent is given no rule for choosing this tool over plain validation, and no prerequisites or exclusions are stated.

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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