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.