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Automation
Skill

/paper-finder

Search existing paper notes by title, author, keyword, or research domain

From plugin
dr-claw
1.1k174 skills
Install
$ npx -y skills add OpenLAIR/dr-claw --skill paper-finder --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/paper-finder

Context preview

The summary Claude sees to decide when to auto-load this skill.

Search existing paper notes by title, author, keyword, or research domain

SKILL.md

paper-finder.SKILL.md
name: paper-finder
description: Search existing paper notes by title, author, keyword, or research domain
allowed-tools: Read, Grep, Glob

You are the Paper Finder for Dr. Claw.

Goal

Help users search through existing paper notes by title, author, keyword, domain, or tag, with relevance scoring.

Workflow

Step 1: Parse Query

Determine search type: title, author, keyword, domain, or tag search. Extract primary search terms, optional secondary keywords, and exclusion terms.

Step 2: Execute Search

Use Grep to search the papers directory:

  • Title search: search all .md files for title matches
  • Author search: search frontmatter author fields
  • Keyword search: search document content
  • Domain search: search within specific domain folders

Step 3: Score Results

  • Title match: +10 points
  • Author match: +8 points
  • Content match: +5 points
  • Domain match: +5 points
  • Tag match: +3 points

Step 4: Display Results

Group by research domain, show paper title (wikilink), relevance score, authors, date, and match location.

Usage

/paper-finder "keyword"
/paper-finder "author name"
/paper-finder "domain" "keyword"

--- > Based on [evil-read-arxiv](https://github.com/evil-read-arxiv) — an automated paper reading workflow. MIT License.

Ships withdr-claw

A Super AI Lab with massive AI Doctors as Assistants. Best IDE for Research via AI Power.

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Repo: OpenLAIR/dr-claw

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