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OptimistFi

get_coherence_report

Read-only

Diagnostic: page out the vendor-data confidence grid built by the coherence sweep — one verdict (ok/bad/none) per (ticker, area) for the feeds that have no external oracle (valuation, prices, analyst, short_interest, senate, dividends, 13F, overview, macro). Ordered by ticker; pass the last ticker as after to continue. Used to fill the offline sweep table's vendor columns with real internal-contradiction / freshness / sanity checks, not just presence.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
afterNo
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds useful behavioral context: output is ordered by ticker, pagination via 'after', and the scope limited to feeds without an external oracle. It does not contradict annotations, and while it omits error handling and defaults, the annotation lowers the burden.

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?

The description is front-loaded with 'Diagnostic' and the main purpose, then covers pagination and use case. The enumeration of feed names is necessary context, though somewhat dense. It is not overly verbose, and every sentence adds information, but it could be tightened slightly without losing meaning.

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?

For a read-only, paginated list tool with an output schema, the description covers return semantics, pagination, and use case. It does not explain defaults or detailed output format, but the output schema presumably handles that. Overall it is complete enough for an agent to call the tool correctly.

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

Parameters4/5

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

Schema description coverage is 0%, so the description must compensate. It explicitly explains 'after' as 'pass the last ticker as after to continue', which is essential for correct pagination. 'limit' is only implied by 'page out', but the rest of the parameter information is minimal, so the description adds significant value.

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?

The description clearly states a specific verb ('page out') and resource ('vendor-data confidence grid'), defines the output as one verdict per (ticker, area), and enumerates the specific feeds covered. It distinguishes the tool from sibling get_* tools by framing it as a diagnostic for internal data quality, not just a data retrieval endpoint.

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?

It provides clear context with an explicit use case ('Used to fill the offline sweep table's vendor columns...') and pagination instructions. However, it does not explicitly name alternative tools or say when not to use this tool, relying on the reader to infer its niche among the extensive sibling list.

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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