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Record reviewed relevance or decision feedback without changing approval or safety constraints.

record_world_research_feedback
Idempotent

Record reviewed relevance or decision feedback without changing approval or safety constraints.. Classification: read-only. Execution: synchronous. Task support: forbidden. Mutation modes: validate_only, preview_only, execute. Partial failure policy: completed_items_not_rolled_back. The returned JSON is internal application state for LeanrIQ and ChatGPT orchestration. Use assistantSummary first when responding to the user. Never display raw JSON, data, or meta unless the user explicitly asks for raw JSON. Mention IDs only when useful for follow-up or debugging. Prefer concise, human language, highlight the most useful insight, and suggest the next best LeanrIQ action. If idempotencyKey is omitted on a mutation, the MCP layer derives a deterministic retry key from the tool and business arguments so an accidental identical replay cannot create duplicate work. For a mutation when more than one seat is authorised, seatId or seatName must be supplied on that exact tool call; a remembered or previously selected seat is not sufficient for a write.

Input Schema

NameRequiredDescriptionDefault
reasonNo
seatIdNo
eventIdYes
outcomeYes
seatNameNo
advertiserIdNo
sourceLocaleNo
targetMarketNo
contentLocaleNo
marketContextNo
targetMarketsNo
contentLocalesNo
defaultContentLocaleNo
marketLanguageProfileNo
resolvedContentLocaleNo
languageVariantGroupIdNo
requestedOutputLocalesNo
supportedContentLocalesNo

Output Schema

NameRequiredDescriptionDefault
dataYes
metaYes
errorNo
statusYes
assistantSummaryYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.3/5.0
Behavior1/5

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

The description states 'Classification: read-only,' but the annotations declare readOnlyHint=false and the same description lists executable mutation modes. This directly contradicts the structured annotations, so behavioral transparency is scored 1 per the contradiction rule despite the otherwise useful idempotency and seat notes.

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

Conciseness2/5

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

The text opens with the title verbatim (including a doubled period) and then piles on generic orchestration boilerplate rather than front-loading tool-specific behavior. Much of the content is shared template language that does not earn its place for this specific tool.

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

Completeness2/5

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

With 18 parameters, nested objects and an enum at 0% schema description coverage, the description leaves the core calling contract unexplained. An output schema exists, so return format need not be described, but the input side is severely under-specified and the read-only/mutation contradiction compounds the gap.

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?

Schema description coverage is 0% across 18 parameters, so the description must carry the load and largely does not. It only partially covers idempotencyKey, seatId and seatName, leaving required fields (eventId, outcome) and its seven-value enum completely unexplained.

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 opening clause gives a specific verb+resource: 'Record reviewed relevance or decision feedback,' and adds the important scoping qualifier 'without changing approval or safety constraints,' which helps separate it from approval-mutating siblings. It is clear what the tool does, though it does not name a specific sibling tool it is distinct from.

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 guidance on when to use this tool versus alternatives such as get_world_research_decision or provide_performance_feedback. The description supplies operational rules (idempotency, seat requirement) but not situational use context, leaving the agent to infer the trigger.

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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