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Monte Carlo Performance Diagnosis

Category: General  ·  Sub-category: hello-world-templates  ·  Last updated:
type:debug
Diagnoses pipeline performance issues -- slow jobs, expensive queries, latency trends -- using Monte Carlo's cross-platform observability. Uses a tiered investigation app — from sickn33/agentic-awesome-skills
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

This skill helps diagnose data pipeline performance issues using Monte Carlo's cross-platform observability data. It works across Airflow, dbt, Databricks, and warehouse query engines to find bottlenecks, detect regressions, and identify root causes.

What this skill does

Monte Carlo Performance Diagnosis is a community-contributed Claude Code skill in the hello-world-templates sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/monte-carlo-performance-diagnosis/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Monte Carlo Performance Diagnosis Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 153,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/monte-carlo-performance-diagnosis
curl -L https://claudskills.com/skills/monte-carlo-performance-diagnosis/SKILL.md \
  -o ~/.claude/skills/monte-carlo-performance-diagnosis/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/monte-carlo-performance-diagnosis/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/monte-carlo-performance-diagnosis/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\monte-carlo-performance-diagnosis\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Monte Carlo Performance Diagnosis Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/monte-carlo-performance-diagnosis/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Monte Carlo Performance Diagnosis skill do?
Diagnoses pipeline performance issues -- slow jobs, expensive queries, latency trends -- using Monte Carlo's cross-platform observability. Uses a tiered investigation app — from sickn33/agentic-awesome-skills
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Monte Carlo Performance Diagnosis skill?
Use Monte Carlo Performance Diagnosis when your Claude Code task falls under the General category — specifically in the hello world templates area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Monte Carlo Performance Diagnosis" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Monte Carlo Performance Diagnosis skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Monte Carlo Performance Diagnosis is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
sickn33. (2026). Monte Carlo Performance Diagnosis [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/monte-carlo-performance-diagnosis/
BibTeX
@misc{monte-carlo-performance-diagnosis-2026,
  author    = {sickn33},
  title     = {Monte Carlo Performance Diagnosis [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/monte-carlo-performance-diagnosis/}
}

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Security scan

Grade A · scanned 2026-07-18 — free static scan against the OWASP Agentic Skills Top 10.

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