Benchmark indicator performance with BenchmarkDotNet. An agent skill from foryourhealth111-pixel/Vibe-Skills.

Apache-2.0Auto-check passedTesting & QA

Install Performance Testing

skills CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill performance-testing -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install foryourhealth111-pixel/Vibe-Skills performance-testing --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/bundled/skills/performance-testing .claude/skills/performance-testing && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
performance-testing
GitHub stars
3.6k
Token cost
~779 tokens
SKILL.md length
181 words
Files
2 (incl. references)
Skills in repo
81
Repo updated
First seen
Licence
Apache-2.0

At a glance

Benchmark indicator performance with BenchmarkDotNet. An agent skill from foryourhealth111-pixel/Vibe-Skills.

  • Series/Buffer/Stream benchmarks
  • SKILL.md covers Running benchmarks, Adding benchmarks, Performance targets and Expected execution times (502…, plus 4 more sections
  • Calls dotnet and pwsh
  • Regression detection

What it does

Performance Testing is an agent skill from foryourhealth111-pixel/Vibe-Skills. Benchmark indicator performance with BenchmarkDotNet. Use for Series/Buffer/Stream benchmarks, regression detection, and optimization patterns. Target 1.5x Series for StreamHub, 1.2x for BufferList.

Its SKILL.md is about 780 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/benchmark-patterns.md`).

It sits in Testing & QA, covering Load testing. The repository describes itself as: Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE. The licence is Apache-2.0.

When your agent uses it

  • Series/Buffer/Stream benchmarks
  • Regression detection
  • Optimization patterns

Example prompts

  • “/performance-testing”

What it can do on your machine

Read from SKILL.md and the folder at commit ddcaa2a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • dotnet
    • pwsh

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Performance Testing loads about 779 tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 55 tokens; SKILL.md has 181 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~779
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from foryourhealth111-pixel/Vibe-Skills at commit ddcaa2a, republished under its Apache-2.0 licence (© foryourhealth111-pixel). 181 words, ~779 tokens.

Download SKILL.mdSave it as .claude/skills/performance-testing/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
performance-testing
description
Benchmark indicator performance with BenchmarkDotNet. Use for Series/Buffer/Stream benchmarks, regression detection, and optimization patterns. Target 1.5x Series for StreamHub, 1.2x for BufferList.

Performance testing

Running benchmarks

bash
cd tools/performance

# Run all benchmarks (~15-20 minutes)
dotnet run -c Release

# Run specific category
dotnet run -c Release --filter *StreamIndicators*
dotnet run -c Release --filter *BufferIndicators*
dotnet run -c Release --filter *SeriesIndicators*

# Run specific indicator
dotnet run -c Release --filter *.EmaHub

Adding benchmarks

Series pattern
csharp
[Benchmark]
public void ToMyIndicator() => quotes.ToMyIndicator(14);
Stream pattern
csharp
[Benchmark]
public object MyIndicatorHub() => quoteHub.ToMyIndicatorHub(14).Results;
Buffer pattern
csharp
[Benchmark]
public MyIndicatorList MyIndicatorList() => new(14) { quotes };
Style comparison
csharp
[Benchmark]
public IReadOnlyList<MyResult> MyIndicatorSeries() => quotes.ToMyIndicator(14);

[Benchmark]
public IReadOnlyList<MyResult> MyIndicatorBuffer() => quotes.ToMyIndicatorList(14);

[Benchmark]
public IReadOnlyList<MyResult> MyIndicatorStream() => quoteHub.ToMyIndicator(14).Results;

Performance targets

Note: These are optimization goals for future v3.1+ effort. Current implementations vary—see PERFORMANCE_ANALYSIS.md for actual measured performance. Some indicator families (e.g., EMA) have inherent framework overhead due to simple operation costs.

StyleTarget vs SeriesUse Case
SeriesBaselineBatch processing
BufferList≤ 1.2xIncremental data
StreamHub≤ 1.5xReal-time feeds

Expected execution times (502 periods)

Note: These are optimization targets. Actual execution times vary by indicator complexity and current implementation.

ComplexityTimeExamples
Fast< 30μsSMA, EMA, WMA, RSI
Medium30-60μsMACD, Bollinger Bands, ATR
Complex60-100μsHMA, ADX, Stochastic
Advanced100-200μs+Ichimoku, Hurst

Regression detection

bash
# Auto-detect baseline and results
pwsh detect-regressions.ps1

# Custom threshold (default 10%)
pwsh detect-regressions.ps1 -ThresholdPercent 15

Exit codes:

  • 0 - No regressions
  • 1 - Regressions found

Creating baselines

bash
cp BenchmarkDotNet.Artifacts/results/Performance.*-report-full.json \
   baselines/baseline-v3.0.0.json

Required optimization patterns

  • Minimize allocations in hot paths
  • Avoid LINQ in performance-critical loops
  • Use Span<T> for zero-copy operations
  • Cache calculations when possible
  • Test with realistic data sizes (502 periods)

Prohibited patterns

  • Excessive LINQ in hot paths
  • Boxing/unboxing of value types
  • Unnecessary string allocations
  • Redundant calculations in loops
  • Poor cache locality

See references/benchmark-patterns.md for detailed patterns.


Last updated: December 31, 2025

© foryourhealth111-pixel, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in bundled/skills/performance-testing of foryourhealth111-pixel/Vibe-Skills.

  • SKILL.md
  • references/benchmark-patterns.md

Open the folder on GitHubat commit ddcaa2a

Compare with similar skills

Performance Testing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Performance Testing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Performance Testing this skillforyourhealth111-pixel/Vibe-Skills3.6k—~779Automated safety check: PassApache-2.0
Writing Livekit Scenarioslivekit-examples/agent-starter-python2641 repos~2.5kAutomated safety check: PassMIT
Go Testingcxuu/golang-skills1721 repos~1.3kAutomated safety check: PassApache-2.0
Goalcraftgrp06/goalcraft102—~3.8kAutomated safety check: PassMIT
Thinking Partnermattnowdev/thinking-partner206—~4.4kAutomated safety check: PassMIT
Visionkunchenguid/vision331—~2.9kAutomated safety check: PassMIT

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Categories

Questions about Performance Testing

What does Performance Testing do?

Benchmark indicator performance with BenchmarkDotNet. An agent skill from foryourhealth111-pixel/Vibe-Skills. Performance Testing is an agent skill from foryourhealth111-pixel/Vibe-Skills. Benchmark indicator performance with BenchmarkDotNet.

When should I use Performance Testing?

Performance Testing fits situations like: series/Buffer/Stream benchmarks; regression detection; optimization patterns.

How do I install Performance Testing in Claude Code?

Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill performance-testing -a claude-code`. Or copy the skill folder (bundled/skills/performance-testing in foryourhealth111-pixel/Vibe-Skills) into .claude/skills/performance-testing in your project. Claude Code loads it when a task matches its description.

How do I install Performance Testing in Codex?

Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill performance-testing -a codex`. Or copy the skill folder (bundled/skills/performance-testing in foryourhealth111-pixel/Vibe-Skills) into .agents/skills/performance-testing in your project. Codex loads it when a task matches its description.

Can I use Performance Testing in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill performance-testing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/performance-testing, .gemini/skills/performance-testing, .github/skills/performance-testing and .opencode/skills/performance-testing in your project.

What does Performance Testing need to run?

Going by SKILL.md and its folder, Performance Testing needs the command-line tools its instructions call (dotnet and pwsh).

Does Performance Testing access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Performance Testing safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Performance Testing use?

Performance Testing is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Performance Testing use?

About 779 tokens (SKILL.md is roughly 3.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 934 tokens, read only when the agent opens those files.

What are the alternatives to Performance Testing?

Skills that share tags, products or a category with Performance Testing: Writing Livekit Scenarios (livekit-examples/agent-starter-python, 264 stars), Go Testing (cxuu/golang-skills, 172 stars), Goalcraft (grp06/goalcraft, 102 stars) and Thinking Partner (mattnowdev/thinking-partner, 206 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Performance Testing?

foryourhealth111-pixel (a GitHub user) maintains it in foryourhealth111-pixel/Vibe-Skills, which has 3,612 GitHub stars. The repository holds 81 skills in this directory. The repository was last updated on August 31, 2026.

Source: foryourhealth111-pixel/Vibe-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.