eval: Public results and task definitions for FrontierHarness Eval

by frontier-harness-eval · Codex Skill · ★ 169

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How to install eval

npx skills add frontier-harness-eval/eval --skill frontierharness-eval
npx skills add frontier-harness-eval/eval --skill frontierharness-eval --agent codex -y

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 53/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

claude-codecodexdeepseek-harnessevalevalsevaluationevaluation-frameworkevaluation-metricsexo-harnessfrontier-harness

Quick Facts

Stars169
Forks10
LanguageJavaScript
CategoryCodex Skill
Quality Score53/100
Open Issues9
Last Updated2026-09-08
Created2026-08-31
Platformsclaude-code, codex, node
Est. Tokens~13k

About eval

FrontierHarness Eval Explore the live results → &nbsp;·&nbsp; Read the blog → &nbsp;·&nbsp; Evaluate your own harness → <img src="assets/frontier-harness-chart.svg" width="100%" alt="FrontierHarness Eval benchmark: pass rate versus median cost per task across nine harnesses and twelve conf

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools