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 csharp-performancegit 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/csharp-performance)<a href="https://agentmods.dev/skills/guitaralchemist/ga/csharp-performance"><img src="https://agentmods.dev/badge/skills/guitaralchemist/ga/csharp-performance/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.
<a href="https://agentmods.dev/skills/guitaralchemist/ga/csharp-performance"><img src="https://agentmods.dev/badge/skills/guitaralchemist/ga/csharp-performance.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00036 | $0.00662 |
| Opus 5.5 | $0.00014 | $0.00265 |
| Sonnet 5.5 | $0.00007 | $0.00132 |
| Haiku 4.5 | $0.00004 | $0.00066 |
Grade A, and why
C# Performance & Optimization scanned grade A with 0 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
C# Performance & Optimization Guidelines
Use this skill when optimizing core theory logic, analysis loops, or audio processing code.
1. Structs vs. Classes
Prioritize readonly record struct for Domain Primitives.
- Rule: Small, immutable, value-based objects (Pitch, Interval, FretCoordinate) MUST be
readonly record struct. - Why: Eliminates GC pressure and improves cache locality.
- Verification: Ensure
sizeof(T)is small (<= 16 bytes ideally) and standard equality checks are used.
2. Allocation-Free Collections
Minimize Heap Allocations in Hot Paths.
- Rule: Prefer
ReadOnlySpan<T>andSpan<T>overList<T>orT[]for temporary buffers. - Rule: Use
stackallocfor small, fixed-size buffers within methods. - Rule: Avoid LINQ (
.Select(),.Where()) inside critical loops (e.g., iterating through thousands of beats). Useforeachorforloops instead. - Verification: Use memory profilers or benchmarkdotnet to verify zero-allocation per operation.
3. Inlining and Aggressive Optimization
Hint the JIT Compiler for Small Methods.
- Rule: Use
[MethodImpl(MethodImplOptions.AggressiveInlining)]for small, frequently called property getters or math operations (e.g.,Pitch.Value,Interval.Semitones). - Why: Removes method call overhead for primitives used millions of times.
- Caution: Do not use on large methods; it hurts instruction cache.
4. String Handling
Avoid String Concatenation and Parsing in Logic.
- Rule: NEVER use strings for internal logic (e.g., equality checks by Note Name "C#"). Use Integer IDs or Enums (
PitchClass.Value,Note.Chromatic.CSharp). - Rule: Use
ISpanFormattableandTryWritepatterns for creating string outputs without allocating new strings. - Rule: Pre-compute string representations for fixed domains (like we did with
PitchClasslookups).
5. Collection Initialization
Optimize sizing and access.
- Rule: Always set generic
List<T>capacitynew List<T>(count)if size is known. - Rule: Use
FrozenDictionary<K,V>orFrozenSet<T>for static lookup tables initialized at startup.
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.
- 1mo ago First seen · 61 lines · 36 tokens per session scan A 8486b5788074
C# Performance & Optimization is a skill published in the GitHub repository GuitarAlchemist/ga (2 stars, last pushed yesterday), licensed MIT. It adds 36 tokens to every session and 662 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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