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ClaudSkills / Science & Research / math-stats

Cf Sys Debug

Category: Science & Research  ·  Sub-category: math-stats  ·  Last updated:
Systematic 4-phase debugging — root cause investigation, hypothesis testing, regression-guarded fix, mandatory bug doc. Auto-invoke when a bug is non-trivial or a previous fix didn't stick — signals: bug recurs ("still broken", "same error again", "came back"), flaky / intermittent / race / timing, "used to work, now broken", regression after update or dependency bump, hard-to-reproduce, works locally but fails in CI (or vice versa), multi-stage pipeline failure, stack trace into a library, user already tried fixes that didn't help, or user asks to "find the root cause", "investigate", "diagnose", "why is this happening", "trace this", "bisect", "deep dive". Also load BEFORE touching code whenever the cause is unclear and a hypothesis must be stated first. Prefer over cf-fix for hard, recurring, or investigation-heavy bugs (cf-fix may delegate here). Do NOT auto-invoke for trivial typos, one-line fixes, or config errors with an obvious cause.
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What this skill does

Cf Sys Debug is a community-contributed Claude Code skill in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/cf-sys-debug/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Cf Sys Debug Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 161,000+ 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/cf-sys-debug
curl -L https://claudskills.com/skills/cf-sys-debug/SKILL.md \
  -o ~/.claude/skills/cf-sys-debug/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/cf-sys-debug/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/cf-sys-debug/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\cf-sys-debug\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.

Frequently asked questions

How do I install the Cf Sys Debug Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/cf-sys-debug/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Cf Sys Debug skill do?
Systematic 4-phase debugging — root cause investigation, hypothesis testing, regression-guarded fix, mandatory bug doc. Auto-invoke when a bug is non-trivial or a previous fix didn't stick — signals: bug recurs ("still broken", "same error again", "came back"), flaky / intermittent / race / timing, "used to work, now broken", regression after update or dependency bump, hard-to-reproduce, works locally but fails in CI (or vice versa), multi-stage pipeline failure, stack trace into a library, user already tried fixes that didn't help, or user asks to "find the root cause", "investigate", "diagnose", "why is this happening", "trace this", "bisect", "deep dive". Also load BEFORE touching code whenever the cause is unclear and a hypothesis must be stated first. Prefer over cf-fix for hard, recurring, or investigation-heavy bugs (cf-fix may delegate here). Do NOT auto-invoke for trivial typos, one-line fixes, or config errors with an obvious cause.
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 Cf Sys Debug skill?
Use Cf Sys Debug when your Claude Code task falls under the Science & Research category — specifically in the math stats 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 Cf Sys Debug" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Cf Sys Debug 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. Cf Sys Debug is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Cite this skill

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

APA
ClaudSkills. (2026). Cf Sys Debug [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/cf-sys-debug/
BibTeX
@misc{cf-sys-debug-2026,
  author    = {ClaudSkills},
  title     = {Cf Sys Debug [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/cf-sys-debug/}
}

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