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autkucakan

market-research

by autkucakan

verify_claims

Validate research claims against multiple independent sources and counter-evidence to reconcile findings and support auditable market research.

Instructions

Validate and reconcile research claims against multi-source independence and counter-evidence.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
run_idYes
claim_idsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.7/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It does not say whether verification writes back claim status, mutates state, requires a completed run, or what happens when claim_ids is omitted.

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?

A single front-loaded sentence with no filler. Efficient, though the compressed jargon limits readability slightly.

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 an output schema present, return values need no explanation, but for a two-parameter verification tool with no annotations the description leaves too much unstated: mutation semantics, scope of run_id vs claim_ids, and when to prefer a sibling.

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% and the description explains neither parameter. It never clarifies that run_id scopes the verification or that claim_ids optionally narrows to a subset (default null implies all claims, which the description should have stated).

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?

States a concrete verb pair (validate, reconcile) and resource (research claims) with the criteria it applies (multi-source independence, counter-evidence). This differentiates it from siblings like find_counterevidence and compare_evidence, though the jargon-heavy phrasing adds some ambiguity.

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?

No indication of when to invoke this versus resolve_claims_batch, compare_evidence, or find_counterevidence. No prerequisites, no workflow placement, no exclusions are given.

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