Fragility Measurement

Compute a fragility index from flip-point distances and degradation scores, summarizing how robust the conclusion is.

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Fragility Measurement

Aggregates flip-point distances and degradation scores into a single fragility index.

Execution

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

Why Subagent

Fragility computation requires synthesizing results from multiple ablation and flip-point tests into a coherent assessment.

Input

  • flip_points: List of {dimension, distance, confidence}
  • degradation_scores: List of {factor, score, classification}
  • factor_count: Total factors examined

Output

  • fragility_index: Overall fragility (0.0 = robust, 1.0 = extremely fragile)
  • most_fragile_dimension: Where the conclusion is most vulnerable
  • robustness_assessment: Qualitative summary
  • recommendations: What to investigate further

Budget

One unit = one aggregation per campaign run.

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/fragility-measurement commit ecba700b45

Frequently asked questions

npx skillmds@latest add yogsoth-ai/fragility-measurement