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Occurrence Scoring

ASecurity

Rate failure mode occurrence probability 1-10. Estimates how likely each failure mode is to manifest during research execution.

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  • Added May 27, 2026
research

Security analysis

A100/100

Pro scans all 2 files and shows the line behind each finding

Scanned May 27, 2026

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

Installs into .claude/skills of the current project.

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SKILL.md
---
name: occurrence-scoring
description: Rate failure mode occurrence probability 1-10. Estimates how likely each failure mode is to manifest during research execution.
execution: subagent
prompt: ./prompt.md
input: failure_modes (string), chains (string)
used-by: [failure-anticipation]
---

# Occurrence Scoring

Rates each failure mode's occurrence probability on a 1-10 scale.

## Execution

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

## Why Subagent

Occurrence estimation requires probabilistic reasoning isolated from severity and detection considerations. Prevents halo effects.

## Input

- **failure_modes**: Failure mode catalog
- **chains**: Cause chains (for root cause probability assessment)

## Output

- **scores**: List of (failure_mode_id, occurrence_score, justification)
- **uncertainty_flags**: Modes where occurrence is highly uncertain

Files in this skill

  • SKILL.md875 B
  • prompt.md1.8 KB

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