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get_pattern_feedback

Analyze your music pattern's structure and optionally its audio to receive AI feedback for creative improvement.

Instructions

Get AI-powered creative feedback on the current pattern using Google Gemini. Analyzes pattern structure and optionally audio.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
includeAudioNoInclude audio analysis (plays pattern briefly). Default: false
styleNoOptional style hint for context (e.g., "techno", "ambient")
Behavior2/5

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

With no annotations, the description must carry the full burden. It mentions that audio analysis 'plays pattern briefly', which is a side effect not obvious from the schema. However, it does not disclose whether the tool is read-only, requires specific permissions, or has any other behavioral traits.

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 consists of two concise sentences. The first states the purpose, and the second adds detail about what is analyzed. No unnecessary words or information.

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 covers the tool's function adequately: it uses Gemini, analyzes pattern structure, and optionally audio. It is complete for a simple tool with two well-described parameters.

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

Parameters4/5

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

Schema coverage is 100%, so baseline is 3. The description adds extra context: for 'includeAudio', it notes it 'plays pattern briefly', and for 'style', it provides examples like 'techno', 'ambient'. This adds meaning beyond the schema descriptions.

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 the tool gets AI-powered creative feedback on the current pattern using Google Gemini, and it analyzes pattern structure and optionally audio. This distinguishes it from siblings like 'analyze' or 'analyze_rhythm' by specifying 'creative feedback' and the use of Gemini.

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 implies usage for creative feedback but does not explicitly state when to use this tool versus alternative analysis tools like 'analyze' or 'analyze_rhythm'. No exclusions or alternative references are provided.

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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