GA Language Evaluator

GA Language Evaluator is a skill for Claude Code, Codex from GuitarAlchemist/ga. It costs 43 tokens per session (957 once invoked), scanned B, original, MIT.

A command-line tool for running Guitar Alchemist’s music-theory language against its domain services. It can explore operations called closures and return results such as parsed chords or diatonic triads.

In plain words
What is it for?
Use it to list available operations, parse and transpose chords, find the triads in a major or minor key, transpose progressions, and run language scripts.
Why use it?
It lets developers test music-theory operations interactively without building separate code or starting the full server stack.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to list available operations, parse and transpose chords, find the triads in a major or minor key, transpose progressions, and run language scripts.

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Install with agentmods
npx agentmods add skills/guitaralchemist/ga/ga-eval
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add GuitarAlchemist/ga --skill ga-eval
Clone the repo
git clone --depth 1 https://github.com/GuitarAlchemist/ga

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for GA Language Evaluator

README.md
[![agentmods](https://agentmods.dev/badge/skills/guitaralchemist/ga/ga-eval.svg)](https://agentmods.dev/skills/guitaralchemist/ga/ga-eval)
Your own site
<a href="https://agentmods.dev/skills/guitaralchemist/ga/ga-eval"><img src="https://agentmods.dev/badge/skills/guitaralchemist/ga/ga-eval.svg" alt="Measured on agentmods" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 957 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00043 $0.00957
Opus 5 $0.00022 $0.00478
Sonnet 5 $0.00009 $0.00191
Haiku 4.5 $0.00004 $0.00096

Measured 7d ago against content hash 16a566de8937, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade B, and why

GA Language Evaluator scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Unrestricted tool accessmediumExcessive agency

A wildcard tool grant or "run any command" leaves no least-privilege boundary at all.

# Run any command

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -s -X POST http://localhost:5232/api/ga/eval \
Origin

Copies of this mod

1 near-identical copy found in the catalogue:

  • GA Eval — 94% identical, 6 lines differ
.agent/skills/ga-eval/SKILL.md · 84 lines

How it starts

The opening of the file, as written. The whole thing — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.

GA Language Evaluator

Use this skill when the user asks to run a GAL script, test a closure, or explore the GA DSL interactively.

When to Use

  • "What does domain.diatonicChords return for E minor?"
  • "List all available closures"
  • "Run this closure and show me the result"
  • "Test whether this chord symbol parses correctly"

CLI (primary — no server needed for domain closures)

The GaCli project (Apps/GaCli) calls domain closures directly in-process. No Aspire stack required.

# From repo root — build once, then use the binary directly
dotnet build Apps/GaCli/GaCli.fsproj -c Debug -v q

# Run any command
dotnet run --project Apps/GaCli/GaCli.fsproj -- <command>

Commands

ga closures [domain|pipeline|agent|io]   List closures (optionally filtered by category)
ga chord <symbol>                         Parse a chord symbol → JSON structure
ga transpose <symbol> <semitones>         Transpose a chord by N semitones
ga diatonic <root> [major|minor]          Get the 7 diatonic triads for a key
ga progression <sym...> --by <n>          Transpose every chord in a progression
ga ask <question>                         Ask the GA chatbot (requires server running)

Examples

dotnet run --project Apps/GaCli/GaCli.fsproj -- closures
dotnet run --project Apps/GaCli/GaCli.fsproj -- chord Am7
dotnet run --project Apps/GaCli/GaCli.fsproj -- transpose Cmaj9 5
dotnet run --project Apps/GaCli/GaCli.fsproj -- diatonic G major
dotnet run --project Apps/GaCli/GaCli.fsproj -- progression Am F C G --by 7

Available Closures (quick reference)

Name Inputs Output
domain.parseChord symbol: string JSON chord structure
domain.transposeChord symbol: string, semitones: int transposed chord symbol
domain.diatonicChords root: string, scale: string string[] of 7 triads
agent.theoryAgent question: string GA chatbot answer
agent.tabAgent request: string tab or VexTab string
agent.criticAgent progression: string harmonic critique
agent.fanOut question: string, agentNames: string[] Map of answers
io.readFile path: string file contents
io.writeFile path: string, content: string unit
io.httpGet url: string response body
io.httpPost url: string, body: string response body

Read the full file on GitHub · 84 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 84 lines · 43 tokens per session scan B 16a566de8937

Subscribe to this mod's changes

GA Language Evaluator is a skill published in the GitHub repository GuitarAlchemist/ga (2 stars, last pushed yesterday), licensed MIT. It adds 43 tokens to every session and 957 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 2 findings (unrestricted tool access, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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