paper-triage

Disambiguate ambiguous academic paper queries into ranked candidate shortlists with evidence.

Updated May 26, 2026
One-click install
npx skills add https://github.com/XWIlluDelu/agent-share --skill paper-triage
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-triage
Source: https://github.com/XWIlluDelu/agent-share/tree/main/lib/paper-triage
Command: npx skills add https://github.com/XWIlluDelu/agent-share --skill paper-triage

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

It resolves vague, fragmented, or ambiguous paper search inputs into a ranked set of likely matches and then tells you what to do next to confirm the correct paper.

Core Features & Use Cases

  • Query disambiguation into interpretations: Converts an unclear query into several plausible “resolved paper” interpretations with confidence.
  • Ranked shortlist with evidence: Produces a scored shortlist of candidate papers, including title-match signals, autocomplete signals, citation impact, recency, and snippet evidence.
  • Guided follow-up workflows: Recommends follow-up workflows (for example, tracing citations or expanding references) once the right paper is identified.

Quick Start

Run paper-triage with the query you remember and read the returned JSON shortlist and follow_up_actions to pick the right next workflow.

Frequently Asked Questions about paper-triage

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find a research paper when I only remember a vague title fragment?

Paper triage resolves a vague title fragment by normalizing the query and performing title matching, autocomplete, and bulk recall passes to generate a ranked shortlist of candidate papers with evidence.

What is the best way to disambiguate an overloaded search term for academic literature search?

Academic literature search disambiguation converts an overloaded term into several plausible resolved paper interpretations with confidence scores, applying relevance ranking and optional snippet evidence collection.

How do I confirm the correct paper after resolving a fuzzy academic query?

After resolving a fuzzy academic query, you confirm the correct paper by reading the returned JSON shortlist and executing the recommended follow-up workflows, such as tracing citations or expanding references.

Can I use a DOI with variations to find the exact paper match in a research workflow?

Yes, a research workflow can process a DOI or paper identifier with variations by validating the non-empty input, normalizing the query, and ranking candidate papers through title-match and relevance signals.

Does paper triage provide citation impact and snippet evidence for candidate papers?

Paper triage provides citation impact and snippet evidence by producing a scored shortlist of candidate papers that includes title-match signals, autocomplete signals, recency, and collected snippet evidence.

What are the limitations of using automated query disambiguation for paper search?

Automated query disambiguation requires non-empty input to function and provides a ranked shortlist of likely matches rather than a single definitive answer, necessitating user confirmation via follow-up workflows.