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bekirdag

The Neural Ledger Intelligence

Latest TNL intelligence

tnl_latest_news
Read-onlyIdempotent

Fetch recent evidence-backed news intelligence filtered by category, country, or publication time.

Instructions

Return recent evidence-backed news intelligence, optionally filtered by category or country.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
countryNo
categoryNo
publishedSinceNoISO 8601 lower bound for publication time

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
Behavior4/5

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

Annotations already provide readOnlyHint, idempotentHint, etc. Description adds that news is 'evidence-backed,' which supplements safety and idempotency context without contradicting annotations.

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?

Single sentence, front-loaded with the core action and optional filters. No extraneous information.

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?

Output schema exists but description omits details on limit and publishedSince parameters. Adequate for basic understanding but incomplete for a tool with 4 parameters.

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?

Description mentions optional category/country filtering but does not explain limit, publishedSince, or their formats. With only 25% schema description coverage, the description adds minimal parameter guidance.

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?

Clearly states the tool returns recent evidence-backed news intelligence with optional filtering by category or country. Differentiates from sibling tnl_search_news by focusing on 'latest' rather than search.

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

Usage Guidelines3/5

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

Implies usage for obtaining recent news, but lacks explicit guidance on when to use this vs. siblings like tnl_search_news. No 'when not to use' or alternative recommendations.

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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