root-cause-drilling

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Drill from surface symptoms to root causes via 5 Whys, Ishikawa decomposition, and Current Reality Trees. Validates each causal link with literature evidence.

yogsoth-ai By yogsoth-ai schedule Updated 5/19/2026

name: root-cause-drilling description: Drill from surface symptoms to root causes via 5 Whys, Ishikawa decomposition, and Current Reality Trees. Validates each causal link with literature evidence. used-by: insight

Root-Cause Drilling

Drill from surface phenomena to actionable root causes.

When to Use

A gap or problem has been identified but the underlying cause is unclear — need to understand WHY it exists.

Budget

Base SOP Target ±10% Range
web-search 30 27–33
web-research 10 9–11
paper-overview 40 36–44
paper-search 25 22–28
paper-research 10 9–11

State Ledger

<HARD-GATE>
| SOP | Done | Target | % |
|-----|------|--------|---|
| web-search | ? | 30 | ? |
| web-research | ? | 10 | ? |
| paper-overview | ? | 40 | ? |
| paper-search | ? | 25 | ? |
| paper-research | ? | 10 | ? |
Budget Gate: OPEN/CLOSED (>=80% required to exit)
</HARD-GATE>

Available Tactics

  • causal-tree-building

Available SOPs

Import: web-search, web-research, paper-overview, paper-search, paper-research Subagent: five-whys-drilling, ishikawa-decomposition, current-reality-tree

Execution Guidance

Start with 5 Whys to drill from surface to root. Use Ishikawa for multi-factor decomposition. Build CRT for formal causal logic. Validate each causal link with literature evidence.

Output Format

Root Cause Report — causal chain, Ishikawa diagram, CRT, validated root causes with evidence.

Install via CLI
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill root-cause-drilling
Repository Details
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call_split Forks 25
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article Path SKILL.md
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