Helm Liang 2022

Q: What is a Claude Code skill and how does the Helm Liang 2022 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. Helm Liang 2022 is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: devops · Last updated: 2026-06-08

tool:k8s

Holistic evaluation framework for language models measuring accuracy, calibration, robustness, and fairness

About this skill (catalog notes)

Helm Liang 2022 includes at least one code block. At roughly 1,798 words the SKILL.md is on the longer end of the catalog distribution.

Original author: curiositech
Indexed lastmod: 2026-06-08
Catalog position: Engineering · devops
Indexed related skills: 10

How Helm Liang 2022 fits the catalog

Helm Liang 2022 sits in the Engineering category under the devops sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

license: Apache-2.0 ``yaml name: holistic-ai-evaluation-helm version: 1.0.0 description: > Rigorous, multi-dimensional evaluation of AI/language model systems. Draws from Stanford CRFM's Holistic Evaluation of Language Models (HELM) — the first systematic attempt to treat LLM evaluation as a multi-dimensional measurement science rather than a single-number leaderboard sport. activation_triggers: - "evaluate a model" - "benchmark comparison" - "which model is better" - "accuracy vs fairness" - "prompt sensitivity" - "evaluation methodology" - "model selection criteria" - "measuring AI…

What this skill does

Helm Liang 2022 is a community-contributed Claude Code skill in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/helm-liang-2022/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Helm Liang 2022 Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 94,000+ 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/helm-liang-2022
curl -L https://claudskills.com/skills/helm-liang-2022/SKILL.md \
  -o ~/.claude/skills/helm-liang-2022/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/helm-liang-2022/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/helm-liang-2022/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\helm-liang-2022\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 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 Helm Liang 2022 Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/helm-liang-2022/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Helm Liang 2022 skill do?

Holistic evaluation framework for language models measuring accuracy, calibration, robustness, and fairness

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 Helm Liang 2022 skill?

Use Helm Liang 2022 when your Claude Code task falls under the Engineering category — specifically in the devops 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 Helm Liang 2022" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Helm Liang 2022 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. Helm Liang 2022 is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/curiositech/windags-skills/blob/HEAD/skills/helm-liang-2022/SKILL.md
Author: curiositech

Cite this skill

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

APA

curiositech. (2026). Helm Liang 2022 [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/helm-liang-2022/

BibTeX

@misc{helm-liang-2022-2026,
  author    = {curiositech},
  title     = {Helm Liang 2022 [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/helm-liang-2022/}
}

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