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atlas_search

Semantically search the Atlas incident corpus by entering a free-text query to receive ranked censorship incidents with hashId, country, score, and date.

Instructions

Semantic search across the Atlas incident corpus. Pass a free-text query (e.g. "Twitter blocked in Iran after protests") and get ranked incident matches with hashId, country, score, and date.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesFree-text query (entity, domain, mechanism, country, event description, etc.)
limitNoMax results (1-100, default upstream)
Behavior3/5

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

With no annotations, the description carries full burden. It discloses output fields (hashId, country, score, date) but omits behavioral details like empty result handling, error conditions, default limit, or performance constraints. This is adequate but incomplete.

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 concise sentences, front-loaded with purpose and an illustrative example. No wasted words; efficient and easy to parse.

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?

Given no output schema, the description specifies return fields (hashId, country, score, date). However, it lacks details on pagination, result count, or default limit behavior. Almost complete for a straightforward search tool.

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 both 'q' and 'limit' described. The description adds an example query for 'q' but no additional semantics beyond schema. Baseline of 3 is appropriate.

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?

The description clearly states it performs 'semantic search across the Atlas incident corpus' with specific output fields, using a verb (search) and resource (corpus). However, it does not differentiate from the sibling 'atlas_search_multilingual', which could cause confusion about language scope.

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?

The description implies use for free-text incident searches but provides no guidance on when to use this tool versus alternatives like 'atlas_search_multilingual' or other atlas_* tools. No when-not conditions or prerequisites are mentioned.

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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