ablation-execution git:20260615.7a62936A

Immutable. This exact content is served forever at /api/v1/blob/9bca6ee322280359.

---
name: ablation-execution
description: Remove components one by one from a system, record the response/impact
  of each removal.
execution: subagent
prompt: ./prompt.md
input: system (string)
dependencies:
  sops:
  - spawn-agent
---

# Ablation Execution

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.