SKILL

mechanical-ear-critic

Optional music-inspired critique skill based on The Mechanical Ear (Vincent Van Goghbot & JS Robach). Ingests an unquantized acoustic composition by Michael Luchtan (Music For Robots) into a secure private directory, allowing multimodal agents to calibrate their critical ear before reviewing code, writing, or architecture.

Target: Life & entertainment. Automatically collected · unverified.

Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

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Topics in the source

  • The Mechanical Ear Critic: Music-Inspired Structural Critique
  • Overview
  • Capability Requirements
  • Dependencies
  • Workflow

Inspired by The Mechanical Ear (by composer Michael Luchtan), where two distinct machine perspectives—Vincent Van Goghbot (attentive to what gets lost in compression and abstraction) and JS Robach (attentive to formal structures and edge cases)—review compositions in real time. Before reviewing the user's deliverable, the agent fetches an anonymous .mp3 composition from Music For Robots (https://github.com/luchtan-GIT/m4r-data) into a secure private directory, listens via readfile, analyzes how the performance handles tension, decay, and physical friction, and applies that calibrated ear to critiquing code, writing, or system designs. Multimodal Audio Reading: Requires an agent harness with audio reading support (readfile on binary .mp3 files). If the environment lacks audio reading tools, do not invoke this skill. No Metadata-Only Claims: Agents must only claim to have listened to the music if readfile was actually executed on the .mp3. Inspecting JSON manifests is text analysis, not listening. Private Unique Storage: Downloads use private, process-unique temporary directories (mode 0700) and user-private cache (/.cache/m4r/). uv: Used to run scripts/m4ringest.py (uv run). Uses on

This is an excerpt. Refer to the complete source and its current requirements.

Source repository
luchtan-GIT/m4r-data
Source file
skills/mechanical-ear-critic/SKILL.md
Fixed revision
149bd9fd6b1df133060e7f178de77f1cbef948c0
Read the complete original documentation ↗

Requirements

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Author: luchtan-GIT/m4r-data · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-10T04:00:48.720Z.

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License and attribution

MIT. Third-party content and copyright remain with their authors. Refer to the original license and terms.

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