Sufficiency Evaluation

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

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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.

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.

yogsoth-ai/de-anthropocentric-research-engine/tree/main/skills/sufficiency-evaluation commit 3ea163abd3

Frequently asked questions

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