Skill389 repo starsupdated 19d ago

ablation-execution

The ablation-execution skill systematically removes individual components from a system and documents the resulting changes or impacts. Use this technique when diagnosing system dependencies, identifying critical components, understanding feature importance, or evaluating which elements contribute meaningfully to overall system performance or behavior.

View source Repository: de-anthropocentric-research-engine

Install in Claude Code

Copy

git clone --depth 1 https://github.com/yogsoth-ai/de-anthropocentric-research-engine /tmp/ablation-execution && cp -r /tmp/ablation-execution/skills/ablation-execution ~/.claude/skills/ablation-execution

Then start a new Claude Code session; the skill loads automatically.

Definition

SKILL.md

# 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.

<!-- BEGIN available-tables (generated) -->

## Available SOPs

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

| SOP | When to use |
| --- | --- |
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |

<!-- END available-tables (generated) -->