Cost Quality Frontier

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

Category: General · Sub-category: general-misc · Last updated: 2026-06-16

Adds cost (input + output tokens × model price) and latency (p50, p95) to eval results, plots model options on a Pareto frontier, and produces a quality-per-dollar composite score so production model selection is grounded in trade-offs, not just quality. Use when: model comparison, cost-aware evals, latency budget, quality-per-dollar, Pareto frontier, model selection, eval economics, picking a model for production.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Most eval suites today answer the question "which model is most accurate?" The production question is harder: "which model gives me the best quality I can afford, at the latency budget my product allows?" This skill takes existing eval runs and augments each result with cost and latency, then plots the candidates on a Pareto frontier so the trade-off is visible at a glance.

What this skill does

Cost Quality Frontier is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/cost-quality-frontier/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: model comparison, cost-aware evals, latency budget, quality-per-dollar, Pareto frontier, model selection, eval economics, picking a model for production.

Who uses this skill

The Cost Quality Frontier 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 196,000+ 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/cost-quality-frontier
curl -L https://claudskills.com/skills/cost-quality-frontier/SKILL.md \
  -o ~/.claude/skills/cost-quality-frontier/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/cost-quality-frontier/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/cost-quality-frontier/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\cost-quality-frontier\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 Cost Quality Frontier Claude Code skill?

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

What does the Cost Quality Frontier skill do?

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 Cost Quality Frontier skill?

Use Cost Quality Frontier when your Claude Code task falls under the General category — specifically in the general misc 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 Cost Quality Frontier" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Cost Quality Frontier 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. Cost Quality Frontier 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

Source: https://github.com/varunk130/AI-Eval-Skills/blob/HEAD/skills/cost-quality-frontier/SKILL.md
License: MIT
Author: varunk130

Cite this skill

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

APA

varunk130. (2026). Cost Quality Frontier [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/cost-quality-frontier/

BibTeX

@misc{cost-quality-frontier-2026,
  author    = {varunk130},
  title     = {Cost Quality Frontier [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/cost-quality-frontier/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/cost-quality-frontier.svg)](https://claudskills.com/skills/cost-quality-frontier/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/cost-quality-frontier/#security)

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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