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Load Bearing Identification
ASecurityIdentify which factors are "load-bearing walls" — factors whose removal would collapse the conclusion.
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- Added May 27, 2026
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npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill load-bearing-identification --agent claude-codeAre you the author of Load Bearing Identification?
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[](https://www.skillsdirectory.com/skills/yogsoth-ai-load-bearing-identification)---
name: load-bearing-identification
description: Identify which factors are "load-bearing walls" — factors whose removal would collapse the conclusion.
execution: subagent
prompt: ./prompt.md
input: ablation_results (list), necessity_scores (list), sufficiency_scores (list)
used-by: [counterfactual-probing]
---
# Load-Bearing Identification
Synthesizes ablation, necessity, and sufficiency results to identify critical factors.
## Execution
Subagent — spawned via subagent-spawning/spawn-agent.
## Why Subagent
Final synthesis requires weighing multiple evidence streams to produce a definitive ranking.
## Input
- **ablation_results**: Degradation scores from factor removal
- **necessity_scores**: PN scores per factor
- **sufficiency_scores**: PS scores per factor
## Output
- **load_bearing_factors**: Ranked list of critical factors
- **classification**: Each factor classified into necessity-sufficiency quadrant
- **confidence**: Confidence in each classification
- **summary**: Overall structural assessment
## Budget
One unit = one synthesis per campaign run.
Files in this skill
- SKILL.md
- prompt.md
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