abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Distinguish a real knowledge gap from search failure, already-resolved questions, or intrinsically unanswerable formulations.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill filter-false-gap --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/filter-false-gapContext preview
The summary Claude sees to decide when to auto-load this skill.
Distinguish a real knowledge gap from search failure, already-resolved questions, or intrinsically unanswerable formulations.
name: filter-false-gap description: "Distinguish a real knowledge gap from search failure, already-resolved questions, or intrinsically unanswerable formulations."
Distinguish a real knowledge gap from search failure, resolved questions, or unanswerable formulations.
required: [gap_claim, search_record, evidence_scope] optional: [prior_findings, answerability_constraints] constraints: [absence claims must be tied to a declared search and scope]
1. Check whether the search covered the declared evidence scope. 2. Compare the claim with existing findings and resolved questions. 3. Test whether the formulation is answerable under stated constraints. 4. Label real gap, search failure, resolved, or unanswerable with rationale.
produces: [gap_verdict, search_adequacy, answerability_note] delta_fields: [findings, evidence_updates, uncertainties, decisions]
Do not confirm a gap from an under-scoped search or reject a gap merely because evidence is inconvenient.
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.