abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Evaluate a fixed candidate, research path, or portfolio under one explicit scenario using stable criteria and return impact, tradeoffs, and failure triggers.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill evaluate-scenario-impact --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/evaluate-scenario-impactContext preview
The summary Claude sees to decide when to auto-load this skill.
Evaluate a fixed candidate, research path, or portfolio under one explicit scenario using stable criteria and return impact, tradeoffs, and failure triggers.
name: evaluate-scenario-impact description: "Evaluate a fixed candidate, research path, or portfolio under one explicit scenario using stable criteria and return impact, tradeoffs, and failure triggers."
Evaluate one fixed candidate, path, or portfolio under one explicit scenario.
required: [candidate, scenario, evaluation_criteria] optional: [baseline, metric_definitions, vulnerability_rules] constraints: [criteria, units, and scenario assumptions remain fixed during evaluation]
1. Instantiate the candidate under scenario assumptions. 2. Compute or qualitatively assess each declared criterion. 3. Identify tradeoffs, vulnerabilities, and failure triggers. 4. Return impact evidence and unresolved uncertainties.
If the impact estimate depends on uncertain drivers or parameter choices, consider `assess-sensitivity` as the next tactic.
produces: [impact_assessment, metric_results, tradeoffs, vulnerabilities, failure_triggers] delta_fields: [findings, uncertainties, decisions]
Caller supplies candidate schema, scenario schema, criteria, metric formulas, baseline, and vulnerability thresholds.
Reject evaluations that change scenario assumptions midstream or report aggregate impact without member-level checks.
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.