GA Eval

GA Eval is a skill for Claude Code, Codex from GuitarAlchemist/ga. It costs 41 tokens per session (960 once invoked), scanned B, a copy of GA Language Evaluator, 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.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/guitaralchemist/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 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 Eval

README.md
[![agentmods](https://agentmods.dev/badge/skills/guitaralchemist/ga/eval/github.svg)](https://agentmods.dev/skills/guitaralchemist/ga/eval)
Your own site
<a href="https://agentmods.dev/skills/guitaralchemist/ga/eval"><img src="https://agentmods.dev/badge/skills/guitaralchemist/ga/eval/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for GA Eval

Your own site · 80×15
<a href="https://agentmods.dev/skills/guitaralchemist/ga/eval"><img src="https://agentmods.dev/badge/skills/guitaralchemist/ga/eval.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 960 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 94% copy Near-identical to another mod 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 $0.00041 $0.00960
Opus 5.5 $0.00016 $0.00384
Sonnet 5.5 $0.00008 $0.00192
Haiku 4.5 $0.00004 $0.00096

Measured 1mo ago against content hash 63df78012302, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

GA Eval 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 1mo 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

This is a copy

94% identical to GA Language Evaluator — 6 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.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 eval — GA Language Evaluator

Use this sub-command 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. 1mo ago First seen · 84 lines · 41 tokens per session scan B 63df78012302

Subscribe to this mod's changes

GA Eval is a skill published in the GitHub repository GuitarAlchemist/ga (2 stars, last pushed yesterday), licensed MIT. It adds 41 tokens to every session and 960 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it B with 2 findings (unrestricted tool access, makes network calls). It is 94% identical to GA Language Evaluator, differing in 6 lines, and is treated as a copy.

Related

Other skills, from other repositories

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

chat-pet-sprite-creation

Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.

microsoft/vscode · 53 tokens

cpu-profile-analysis

Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…

microsoft/vscode · 71 tokens

insight-error-page

Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…

vercel/next.js · 83 tokens