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Sufficiency Evaluation

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Evaluate the probability of sufficiency (PS) for a causal factor — would this factor alone be enough to produce the conclusion?

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  • Added May 27, 2026
research

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Scanned May 27, 2026

npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill sufficiency-evaluation --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: sufficiency-evaluation
description: Evaluate the probability of sufficiency (PS) for a causal factor — would this factor alone be enough to produce the conclusion?
execution: subagent
prompt: ./prompt.md
input: artifact (string), factor (string), conclusion (string)
used-by: [counterfactual-probing]
---

# Sufficiency Evaluation

Scores probability of sufficiency: P(Y would hold | only X present).

## Execution

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

## Why Subagent

Sufficiency evaluation requires reasoning about isolated factor power, separate from necessity judgments.

## Input

- **artifact**: The original artifact
- **factor**: The factor to evaluate for sufficiency
- **conclusion**: The conclusion to test

## Output

- **ps_score**: Probability of sufficiency (0.0–1.0)
- **reasoning**: Why this factor is/isn't sufficient alone
- **missing_requirements**: What else would be needed
- **confidence**: Confidence in the PS estimate

## Budget

One unit = one sufficiency evaluation per factor.

Files in this skill

  • SKILL.md1 KB
  • prompt.md1.7 KB

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