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.
npx skills add GuitarAlchemist/ga --skill ga-evalgit clone --depth 1 https://github.com/GuitarAlchemist/gaWrote 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.
[](https://agentmods.dev/skills/guitaralchemist/ga/ga-eval)<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>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.
| Model | Per session | Once 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 |
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 \ Copies of this mod
1 near-identical copy found in the catalogue:
- GA Eval — 94% identical, 6 lines differ
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.diatonicChordsreturn 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 |
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.
- 7d ago First seen · 84 lines · 43 tokens per session scan B 16a566de8937
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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