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Gain staging assistant (Mix Doctor)

fl_gain_stage
Read-onlyIdempotent

Proposes per-track fader trims to set peak levels between -12 and -6 dBFS, ensuring master headroom of -3 to -6 dB. Provides read-only gain staging proposals for a healthy mix.

Instructions

Propose per-track fader trims so each track's peak sits in a healthy band (~-12..-6 dBFS, aim -9) and the Master keeps -3..-6 dB headroom. READ-ONLY proposals -- apply approved ones via fl_apply_mix_fix (rollback).

Uses FULL-SONG peaks from a recent watch (fl_mix_watch_start -> play -> fl_mix_watch_stop) when available; else a ~1.2s snapshot (prefer watch). FL's fader is POST-chain, so this sets a track's OUTPUT level, not a true pre-plugin input trim.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior5/5

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

Beyond the readOnlyHint annotation, description reveals it uses full-song peaks if available, else a snapshot, and clarifies FL's fader is POST-chain, adding valuable behavioral context without contradiction.

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?

Three sentences front-load the core purpose and add important usage and technical details, with no wasted words.

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 zero parameters and presence of output schema, description covers purpose, usage, behavioral details, and data prerequisites comprehensively.

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?

No parameters exist, so baseline is 4; no additional parameter information needed.

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 proposes per-track fader trims with specific target dBFS ranges, and distinguishes itself from fl_apply_mix_fix which applies the proposals.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says to use fl_apply_mix_fix to apply approved proposals, and explains the data dependency on a recent watch or snapshot, providing clear when and when-not guidance.

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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