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awheeler262
by awheeler262

Get Layer Features

get_layer_features
Read-only

Get filtered features from a vector layer, with support for expression filters, pagination (offset/limit), and optional geometry inclusion.

Instructions

Get features from a vector layer. Flat dicts: _fid + attributes at top level. expression filter (QGIS, e.g. "name = 'Berlin'", "population > 1000000"), limit (max 50, default 10), offset for paging, optional geometry in _geometry key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
layer_idYes
expressionNo
include_geometryNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

The annotation readOnlyHint:true is consistent with a read-only operation. The description adds behavioral details about output structure and parameter constraints (max limit 50), which are not covered by 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?

The description is two sentences with no waste. It front-loads the purpose and output format, and each detail (expression, limit, offset, geometry) earns its place. Extremely efficient.

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?

Given that an output schema is present and annotations provide read-only hint, the description covers all key aspects: parameter behavior, output structure, constraints (max 50), and paging. No gaps for a standard data retrieval tool.

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

Parameters5/5

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

With 0% schema description coverage, the description fully compensates by explaining the expression filter format with examples, limit with max/default, offset for paging, and the optional geometry key. This adds significant meaning beyond the raw schema.

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 it retrieves features from a vector layer, specifies the output format (flat dicts with _fid and attributes), and details filtering and pagination. This distinguishes it from siblings like select_features or get_selection.

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 explains when to use expression filters, limit, offset, and geometry inclusion. It provides examples of QGIS expressions, offering clear context for use, though it does not explicitly state when not to use this tool relative to alternatives.

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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