Skip to content
Automation
Skill

/filter-false-gap

Distinguish a real knowledge gap from search failure, questions that prior work closes, and intrinsically unanswerable formulations. Prior work that touches a question without closing it leaves the gap open.

From plugin
de-anthropocentric-research-engine
512200 skills

Claude Code

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

SKILL.md

filter-false-gap.SKILL.md
name: filter-false-gap
description: "Distinguish a real knowledge gap from search failure, questions that prior work closes, and intrinsically unanswerable formulations. Prior work that touches a question without closing it leaves the gap open."

filter-false-gap

Purpose

Distinguish a real knowledge gap from search failure, closed questions, or unanswerable formulations, judging prior work by whether it closes the question rather than by whether it exists.

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; a closure verdict cites the work that closes the question]

Procedure

1. Check whether the search covered the declared evidence scope. 2. Compare the claim with prior findings. Prior work closes the question only when it is independently replicated, measures the construct directly, holds across the scope the claim names, and faces no unresolved contrary result; name each condition that fails and the work it applies to. 3. For a region no prior work touches, state why it is empty: unsearched, incoherent as a combination, unmeasurable, infeasible to study, or open. 4. Test whether the formulation is answerable under stated constraints. 5. Label `open`, `touched_not_closed`, `search_failure`, `resolved`, or `unanswerable` with rationale.

Output contract

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

Quality gates

  • Verdict cites search adequacy and distinguishes unknown from absent.
  • A `resolved` verdict cites the closing work and shows all four closure conditions hold; a `touched_not_closed` verdict names the failing condition.
  • An `open` verdict states why the region is worth entering, not only that it is empty.

Failure and counterexamples

Do not confirm a gap from an under-scoped search, reject a gap merely because evidence is inconvenient, or treat publication in a region as closure of its question.

Provenance map

  • `deep-insight/false-gap-filtering`: resolved.
Read more
@yogsoth-ai
Ships withde-anthropocentric-research-engine

A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.

Stars on GitHub

Momentum

stars in total
512
Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

More skills from other plugins.

agent-builder

agent-builder

Load immediately after an Agent intent, before the first agent_builder_* call. Governs how you create, configure, test, and…

n8n2w209k
@n8n-io@n8n-ioInstall Skill
browser-use

browser-use

Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers…

@browser-use@browser-useInstall Skill
add-anydoc

add-anydoc

Add local office-document-to-Markdown conversion to NanoClaw agent containers with the pinned Firecrawl AnyDoc CLI. Use when…

@nanocoai@nanocoaiInstall Skill

Questions about filter-false-gap.

Which coding agents can use filter-false-gap?
filter-false-gap installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.