Ablation Execution

SkillDev tools

Remove components one by one from a system, record the response/impact

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 Ablation Execution skill

What this skill tells your AI

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

Systematically remove components from a system one by one and record the resulting changes.

Execution

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

Why Subagent

Ablation requires careful, systematic removal of each component while tracking cascading effects. Benefits from dedicated context to maintain the full system model during iterative removal.

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
ablation-execution
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine