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/filter-false-gap

Distinguish a real knowledge gap from search failure, already-resolved questions, or intrinsically unanswerable formulations.

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de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill filter-false-gap --agent claude-code

How it fires

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/filter-false-gap

Context 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.

SKILL.md

filter-false-gap.SKILL.md
name: filter-false-gap
description: "Distinguish a real knowledge gap from search failure, already-resolved questions, or intrinsically unanswerable formulations."

filter-false-gap

Purpose

Distinguish a real knowledge gap from search failure, resolved questions, or unanswerable formulations.

Input contract

required: [gap_claim, search_record, evidence_scope]
optional: [prior_findings, answerability_constraints]
constraints: [absence claims must be tied to a declared search and scope]

Procedure

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.

Output contract

produces: [gap_verdict, search_adequacy, answerability_note]
delta_fields: [findings, evidence_updates, uncertainties, decisions]

Quality gates

  • Verdict cites search adequacy and distinguishes unknown from absent.

Failure and counterexamples

Do not confirm a gap from an under-scoped search or reject a gap merely because evidence is inconvenient.

Provenance map

  • `deep-insight/false-gap-filtering`: resolved.
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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7h ago
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Repo: yogsoth-ai/de-anthropocentric-research-engine