abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Compress the goal structure and intentionality into a specific, ambitious, achievable one-sentence research North Star.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill crystallize-north-star --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/crystallize-north-starContext preview
The summary Claude sees to decide when to auto-load this skill.
Compress the goal structure and intentionality into a specific, ambitious, achievable one-sentence research North Star.
name: crystallize-north-star description: "Compress the goal structure and intentionality into a specific, ambitious, achievable one-sentence research North Star."
Compress a validated goal structure into one specific, ambitious, achievable research North Star.
required: [goal_tree, constraints, intended_effect] optional: [feasibility_annotations, actor_profile, evidence_context] constraints: [the statement must preserve the declared outcome and limiting constraints]
1. Identify the highest-value outcome and the mechanism or capability it should change. 2. Remove branch detail that does not distinguish the intended direction. 3. Draft one sentence with outcome, scope, and constraint boundaries. 4. Check traceability back to the goal tree and record unresolved tension.
produces: [north_star_statement, research_brief, traceability_map, unresolved_tensions] delta_fields: [findings, hypothesis_updates, decisions, uncertainties, open_questions]
Do not turn a slogan into a North Star or omit constraints merely to make the sentence aspirational.
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.
Evaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.
Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context, outcome, timeframe, system…
Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target, escalation depth,…
Aggregate criterion or comparison results into an ordered recommendation under an explicit rule.
Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms.