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/build-failure-chain

Build multi-level cause -> failure mode -> effect chains and identify cascades/shared roots.

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de-anthropocentric-research-engine
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$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill build-failure-chain --agent claude-code

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How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/build-failure-chain

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The summary Claude sees to decide when to auto-load this skill.

Build multi-level cause -> failure mode -> effect chains and identify cascades/shared roots.

SKILL.md

build-failure-chain.SKILL.md
name: build-failure-chain
description: "Build multi-level cause -> failure mode -> effect chains and identify cascades/shared roots."

build-failure-chain

Purpose

Build cause -> failure mode -> effect chains and identify cascades and shared roots.

Input contract

required: [functions_or_process, failure_modes, observed_effects]
optional: [causal_evidence, dependency_graph]
constraints: [each edge needs a mechanism or evidence note]

Procedure

1. Place causes, failure modes, and effects in typed levels. 2. Connect edges and record mechanism/evidence. 3. Mark cascades, shared roots, and unresolved links.

Output contract

produces: [failure_chain, cascade_map, shared_root_report]
delta_fields: [findings, evidence_updates, uncertainties, decisions]

Quality gates

  • Every effect has a traceable upstream path or is marked unexplained.
  • Cycles and unsupported edges are flagged.

Failure and counterexamples

Do not collapse correlation into a causal chain without an evidence or mechanism note.

Provenance map

  • resolved: failure-chain-construction
  • resolved: failure-clustering
Read it on GitHub ↗
Ships withde-anthropocentric-research-engine

The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.

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Python
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Apache-2.0
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4h ago
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7mo ago
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Repo: yogsoth-ai/de-anthropocentric-research-engine

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