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/drill-root-causes

Move from symptoms to causal structure using complementary root-cause representations and causal-validity checks.

From plugin
de-anthropocentric-research-engine
507200 skills

Claude Code

$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill drill-root-causes --agent claude-code

SKILL.md

drill-root-causes.SKILL.md
name: drill-root-causes
description: "Move from symptoms to causal structure using complementary root-cause representations and causal-validity checks."

drill-root-causes

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.

1. You MUST load skill `drill-five-whys` to drill repeated whys. 2. You MUST load skill `decompose-ishikawa` to decompose six causal categories. 3. You MUST load skill `build-current-reality-tree` to build the current-reality tree. 4. You MUST load skill `validate-causal-link` to validate its causal links. If the root-cause chain depends on untested assumptions, consider `assumption-stress-test` as 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.

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@yogsoth-ai
Ships withde-anthropocentric-research-engine

A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.

Stars on GitHub

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stars in total
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Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

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Questions about drill-root-causes.

Which coding agents can use drill-root-causes?
drill-root-causes installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.