broad-paper-search

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/broad-paper-search

Scans academic papers to map the landscape of a selected field

  • Solves the problem of understanding the current state of academic research
  • Relies on the literature-engine/literature-overview protocol for execution
  • Requires scanning at least 80 papers to ensure comprehensive coverage
  • Delivers structured insights into trends, gaps, and key works in the field

SKILL.md

.github/skills/broad-paper-searchView on GitHub ↗
---
name: broad-paper-search
description: Paper landscape scan within selected field(s). Strict import of literature-engine/literature-overview skill. Hard constraint: at least 80 papers scanned.
execution: import
source: literature-engine/skills/literature-overview/SKILL.md
---

# Broad Paper Search

Paper landscape scan to understand the academic state of a field.

## Execution

Import — strictly follow `literature-engine/literature-overview` skill protocol.

## Hard Constraint

At least 80 papers scanned before completing this SOP.

## Import Source

`literature-engine` repo → `skills/literature-overview/SKILL.md`

More from yogsoth-ai/de-anthropocentric-research-engine

SkillDescription
abductive-hypothesis-generationStrategy: 面对异常的最佳解释推理
ablation-brainstormRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
ablation-component-mappingMap system architecture to ablatable units for ablation studies
ablation-designDesign ablation studies to isolate component contributions in ML systems
ablation-executionRemove components one by one from a system, record the response/impact of each removal.
abp-vulnerability-classificationClassify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.
abstraction-extractionExtract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
abstraction-ladderPerform bisociation at multiple abstraction levels
abstraction-ladderingMove between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
abstraction-to-designAbstract biological principle to design principle. Bridge from biology to engineering.