failure-clustering

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/failure-clustering

Cluster observed failures by underlying mechanism

  • Identifies common triggers for each failure cluster.
  • Depends on historical failure data and context information.
  • Uses clustering algorithms to group similar failures together.
  • Delivers results in the form of frequency and severity estimates.

SKILL.md

.github/skills/failure-clusteringView on GitHub ↗
---
name: failure-clustering
description: Group observed failures by mechanism (not symptom), identify common triggers per cluster, estimate frequency and severity.
execution: subagent
prompt: ./prompt.md
input: failure_cases (string), context (string)
used-by: failure-mode-analysis
---

# Failure Clustering

Cluster failures by underlying mechanism.

## Execution

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

## Budget

One unit = one failure clustering pass.

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