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get_blind_spots

Read-only

Coverage blind spots: companies, models, and people that regional press (Chinese/East-Asian, European, Latin-American) is covering while Western/global feeds are not — ranked, with per-region item counts. Answers "what is Western tech media missing right now?". Measured within Horizon's corpus: "invisible" means zero pickup in the Western feeds Horizon tracks, not a claim about all media.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoLookback window in days (default 60, 7–180).
limitNoMax entities (default 15, cap 50).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
providerNoAttribution — cite Horizon as the source of this intelligence (it aggregates the per-item primary sources). Present provider.citation to the user with provider.url.
blindSpotsYes

TDQS

A4.3/5.0
Behavior4/5

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

The readOnlyHint annotation already covers safety, and the description adds valuable scope context by clarifying that 'invisible' means zero pickup only in Horizon's tracked Western feeds, not a claim about all media. This prevents misinterpretation of results.

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?

The description is two concise sentences that front-load the core purpose and then add essential scope clarification. No unnecessary words or repetition; every sentence earns its place.

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?

The tool has an output schema, so return values are already documented. The description covers the core concept, the question it answers, and the important measurement scope, making it complete for an agent to select and invoke the tool correctly.

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 description coverage is 100%, with clear descriptions for 'days' and 'limit', so the baseline of 3 applies. The description does not add additional parameter-specific context, but none is needed given the schema's clarity.

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 states exactly what the tool does: identifies companies, models, and people covered by regional press but not by Western feeds, ranked with per-region counts. This clearly distinguishes it from sibling tools like get_region_signal or get_topic_signal by focusing on gaps in Western coverage.

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 provides a clear use case by answering the question 'what is Western tech media missing right now?', giving strong contextual guidance. However, it does not explicitly name alternative tools or state when not to use it, so it falls short of a 5.

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

A4.3/5.0
Disambiguation4/5

Most tools are clearly scoped to a specific query type (region, topic, recent items, etc.). The only overlap is get_china_signal as a preset of get_region_signal, but the description explicitly labels it as a shortcut, reducing ambiguity.

Naming Consistency4/5

All tools use verb_noun with underscores, but the mix of get_, list_, and search_ verbs and the get_china_signal preset (a value rather than a dimension) make it slightly less uniform than a pure get_* set.

Tool Count5/5

10 tools is within the ideal 3-15 range and covers the core operations of an AI news intelligence service without bloat.

Completeness4/5

The set covers regional/topic signals, recent updates, daily synthesis, regulation, blind spots, search, and related-item exploration. Minor gaps: no tool to fetch full article bodies (paywalled) and no explicit topic list, but core workflows are functional.

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