drill-root-causes
SkillDev toolsLets your agent trace problems back to their root causes using five whys, cause maps, and reality trees.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the drill-root-causes skill
About this skill
Move from symptoms to causal structure using complementary root-cause representations and causal-validity checks.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/drill-root-causes/SKILL.md and read by ahel’s review.
Purpose
Move from symptoms to causal structure using complementary root-cause representations and validity checks.
Input contract
required: [symptoms_or_undesirable_effects]
optional: [evidence, system_boundary, known_causes]
constraints: [each causal edge needs an evidence or assumption label]
Execution protocol
Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.
- You MUST load skill
drill-five-whysto drill repeated whys. - You MUST load skill
decompose-ishikawato decompose six causal categories. - You MUST load skill
build-current-reality-treeto build the current-reality tree. - You MUST load skill
validate-causal-linkto validate its causal links. If the root-cause chain depends on untested assumptions, considerassumption-stress-testas the next tactic. Deviation: use fewer representations only when the input explicitly limits scope; record omitted views and reason.
Output contract
produces: [why_chain, ishikawa_map, current_reality_tree, root_cause_set]
delta_fields: [findings, assumption_updates, uncertainties, decisions, open_questions]
Thresholds and quality gates
- B: at least one symptom-to-root path is represented in each selected model; every retained edge is checked for direction and support.
Failure and counterexamples
Do not call a correlation a root cause, or stop at a label that cannot explain the observed effects.
Provenance map
root-cause-drilling,causal-tree-building,five-whys-drilling,ishikawa-decomposition,current-reality-tree: resolved/concept per exact lookup.- Status: all five exact names resolved.
Preserved source criteria ledger
- Preserve five-whys, 6M Ishikawa, TOC current-reality-tree, and causal-link validation.
Context checkpoint / Delta notes
Append symptom changes, causal edges, competing roots, and validation failures.
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
drill-root-causes- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine