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humanize_clip

Destructive

Apply timing and velocity humanization to MIDI clips by adding jitter to note start times and velocities, replacing original notes with natural variations in Ableton Live.

Instructions

Read a MIDI clip, apply timing + velocity humanization, and write it back. REPLACES the clip's notes with the jittered version.

timing: max +/- start-time deviation in beats. velocity: max +/- velocity deviation. Pitches are preserved; times stay non-negative. seed makes it reproducible.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
seedNo
timingNo
velocityNo
clip_indexYes
track_indexYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Beyond the destructiveHint annotation, the description clarifies that it REPLACES the clip's notes (destructive), and adds that pitches are preserved and times stay non-negative, which is valuable behavioral context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise and front-loaded with the main operation, followed by parameter explanations. It avoids redundancy, though the structure could be slightly more organized.

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 the tool's complexity and the presence of an output schema, the description covers the main behavior (replacing notes, parameter effects) adequately, though it could mention parameter ranges or typical use cases.

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?

With 0% schema description coverage, the description explains timing, velocity, and seed parameters, but does not explain the required track_index and clip_index parameters, leaving them ambiguous.

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 reads a MIDI clip, applies timing and velocity humanization, and writes it back. It uses specific verbs and resources, and distinguishes itself from siblings like quantize_clip by focusing on humanization (jitter) rather than quantization.

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 humanizing MIDI clips but does not explicitly state when to use it vs alternatives like quantize_clip or edit_notes. No exclusions or context 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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