abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill build-current-reality-tree --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/build-current-reality-treeContext preview
The summary Claude sees to decide when to auto-load this skill.
Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set.
name: build-current-reality-tree description: "Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set."
Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set.
required: [undesirable_effects, causal_evidence] optional: [candidate_causes, system_boundary] constraints: [each AND/OR connection requires a stated causal rationale]
1. Normalize undesirable effects into observable statements. 2. Connect effects with sufficient-cause relationships, marking AND requirements. 3. Trace converging chains to a small root set and test each link.
produces: [current_reality_tree, root_cause_candidates, causal_rationale] delta_fields: [findings, assumption_updates, uncertainties, decisions]
Do not infer causality from co-occurrence, and do not force a single root when independent roots remain.
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.
Repo: yogsoth-ai/de-anthropocentric-research-engine
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
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