Frontier Eval

Official

Private frontier-LLM benchmarking over time.

Authorswarm-ai-research
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates private benchmarking of frontier LLMs on a controlled compute-markets corpus, producing time-series scores and divergence signals that are not publicly visible.

Core Features & Use Cases

  • Private time-series benchmarking for frontier models across releases, enabling tracking of performance deltas.
  • Public-vs-private divergence analysis to identify genuine capability gains versus leaderboard drift.
  • Automated data plumbing including cache loading, rubric-based scoring, per-task aggregation, and run-file generation for reproducibility.

Quick Start

Configure and run the frontier-eval skill to generate a private score series for frontier models on your compute-markets corpus and review the delta against public benchmarks.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Frontier Eval
Download link: https://github.com/swarm-ai-research/aeon/archive/main.zip#frontier-eval

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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