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List Visuals

list_visual_preset_presets
Read-onlyIdempotent

Visual presets (style reference sets) backed by visual_heists. Dual scope since 2026-07-14: workspace rows saved from the Visual Preset builder + the Heista-curated official catalog. Read-only, free. Filter scope with only_workspace / only_official (mutually exclusive — same toggle as the in-app library lens). Page with limit + offset.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoPage size. Default 24, max 100.
offsetNoOffset for paging through results. Default 0.
brand_idNoOptional brand_id to scope workspace presets to. Get from list_brands. Official presets are not brand-scoped and are unaffected by this filter.
only_officialNoWhen true, hide workspace (user-created) presets and only return Heista-curated (official) presets. Mutually exclusive with only_workspace.
only_workspaceNoWhen true, hide Heista-curated (official) presets and only return workspace (user-created) presets. Mutually exclusive with only_official.

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint as true. The description adds valuable behavior: dual scope, mutually exclusive filters, paging with limit+offset. It also explicitly states 'Read-only, free.' No contradictions with 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 four sentences, front-loaded with the main purpose, and efficiently covers essential details without repetition or fluff. Every sentence adds value.

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 and 5 parameters, the description covers purpose, filtering, paging, and safety. It mentions limit+offset but not default values. With annotations providing readOnly and idempotent hints, the description is fairly complete for a list 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%, so the schema already documents all parameters well. The description reinforces the mutual exclusivity of only_workspace/only_official and the brand_id scope, but does not add significant new meaning beyond the schema text.

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 the tool lists visual presets (style reference sets) backed by visual_heists. The verb 'list' and resource are specific. While it does not explicitly differentiate from sibling list tools like list_visual_style_presets, the unique resource name and the mention of dual scope (workspace + official) provide sufficient clarity.

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?

The description provides guidance on filtering with only_workspace/only_official and notes they are mutually exclusive, similar to the in-app library lens. It mentions read-only and free. However, it lacks explicit guidance on when to use this tool vs. alternatives (e.g., other list presets tools) or when not to use it.

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

A3.7/5.0
Disambiguation4/5

Despite the high tool count, most tools have distinct purposes with thorough descriptions that specify when to use each. Some overlap exists among creative direction tools (call_creative_worlds vs chat_with_creative_worlds), but the descriptions clarify usage patterns.

Naming Consistency3/5

Naming conventions are inconsistent overall: some follow verb_noun (create_powersource_url, decode_ad), others use noun_verb or compound names (adformula_intelligence, fleet_analytics_overview). However, subgroups like dispatch_* and list_*_presets maintain internal consistency.

Tool Count2/5

112 tools is far beyond the typical 3-15 range for well-scoped servers. While the server covers a broad domain, the sheer number likely overwhelms agents and suggests insufficient consolidation of related operations.

Completeness4/5

The tool set covers core creative intelligence workflows: brand analysis, ad decoding, script generation, creative direction, and research. Minor gaps exist (e.g., no social media publishing tools), but the main use cases are well-supported.