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Get cross-vertical trending topics

get_trending_topics
Read-onlyIdempotent

Return storyflo's current cross-vertical trending snapshot: top stories ranked by recency + velocity, active publishers in the last 24h, the featured daily-brief compilation, and per-vertical hot lists. Use when the agent needs to surface 'what's hot on storyflo right now' to its human, or to decide which vertical landscape to dig into next. Public — no auth required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
windowNoAdvisory window — today's snapshot covers the rolling 24h; week + month are reflected back for future expansion.today

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint=false. The description adds valuable context beyond this: 'Public — no auth required' and the rolling 24h nature of the 'today' snapshot. There is no contradiction; the description reinforces the read-only, non-destructive nature.

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?

Two sentences with no filler. The first sentence front-loads the return payload, the second gives usage context and auth status. Every word serves a purpose, making it concise and well-structured.

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

Completeness5/5

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

No output schema exists, so the description carries the burden of describing the returned data, which it does by listing the components (top stories, active publishers, daily-brief, vertical hot lists). Combined with a single documented parameter and clear annotations, the tool is fully understood for selection and invocation.

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 coverage is 100% with the window parameter fully described in the schema (enum, default, and advisory note about rolling 24h). The description adds no additional parameter-specific meaning, so it rightly relies on the schema. Baseline 3 is appropriate.

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 opens with a specific verb and resource: 'Return storyflo's current cross-vertical trending snapshot', enumerating exact contents (top stories, active publishers, daily-brief, per-vertical hot lists). This clearly distinguishes it from sibling tools like get_vertical_briefing or get_vertical_landscape by emphasizing 'cross-vertical' and 'trending'.

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?

The description explicitly says 'Use when the agent needs to surface what's hot on storyflo right now' and 'or to decide which vertical landscape to dig into next'., providing clear context. It also states 'Public — no auth required', aiding usage. However, it does not name specific alternative tools, so it stops short of a fully explicit when-not-to-use.

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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TDQS

A3.8/5.0
Disambiguation5/5

Every tool has a clearly distinct purpose, with detailed descriptions that prevent ambiguity. Even similar tools like search_articles, search_declassified, and search_unified target different corpora, and the publisher tools are well-separated. No overlap that would confuse an agent.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with snake_case, using clear prefixes like get_, search_, subscribe_, publisher_, fm_, digest_, etc. The naming is predictable and systematic, making it easy for an agent to infer functionality.

Tool Count4/5

At 37 tools, the count is higher than the typical 3-15 range for a coherent set, but the server covers a wide domain (content retrieval, podcast management, fund manager book, embedder network, etc.). Each tool earns its place, though the set could be slightly reduced by merging some rare-use tools.

Completeness4/5

The tool surface is comprehensive for the server's purpose—search, audio, subscriptions, publisher workflows, and special features like the Divergence Index. Minor gaps exist (e.g., no explicit unsubscribe tool, no article update/delete), but they are not critical for core workflows.