Benchmark Challenge

SkillDev tools

Identify and negate benchmark assumptions. Deconstruct best practices

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Benchmark Challenge skill

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/benchmark-challenge/SKILL.md and read by ahel’s review.

Identify and negate benchmark assumptions.

Execution

Subagent — spawned via subagent-spawning/spawn-agent skill.

Why Subagent

Benchmark challenge requires deep analysis of why a best practice exists, what assumptions it encodes, and what happens when those assumptions are violated. Benefits from dedicated critical focus.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
spawn-agentSpawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
benchmark-challenge
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine