Can I visualize the results of my research?

Yes, once stable report data is available, the skill allows Claude to generate plots such as papers by year, citation distribution, or venue distribution using Python.

Does Claude automatically notify me when a scan is finished?

No, Claude uses this skill to poll the server for updates. You can ask Claude to check the status or provide a live snapshot of the progress at any time.

What is a DeepScan job?

A DeepScan job is an intensive, multi-stage research workflow that explores academic literature and citation graphs over an extended period to find relevant papers and findings.

What is the difference between a status check and a live snapshot?

A status check provides lightweight progress updates, while a live snapshot offers richer details like top papers, partial summaries, and current findings while the job is running.

Can I combine results from multiple research runs?

Yes, the skill includes functionality to summarize evidence across various stored DeepScan reports to provide a cross-report synthesis of findings.

DeepScan Research Monitor

Name: DeepScan Research Monitor
Author: papersflow-ai

bypapersflow-ai

•

数据科学与机器学习

Manages and monitors long-running academic research workflows and citation graph explorations within Claude Code.

The DeepScan Monitor skill enables Claude to orchestrate complex, asynchronous research tasks using the PapersFlow MCP. It allows users to initiate deep literature searches, track real-time progress via live snapshots, and retrieve comprehensive final reports. By handling polling and data aggregation automatically, it transforms Claude into a sophisticated research assistant capable of managing multi-stage academic investigations, providing status updates, and generating visual data plots from research findings.

主要功能

01Asynchronous job management for deep academic research tasks

022 GitHub stars

03Real-time progress tracking with live status snapshots and key findings

04Intelligent polling logic for managing multi-stage research workflows

05Comprehensive final report retrieval and cross-report evidence summarization

06Automated plotting of research data including year and citation distributions

使用场景

01Summarizing evidence and findings across multiple completed research reports

02Monitoring long-running literature searches for specific scientific domains

03Generating visual distributions of academic papers by year or venue

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add papersflow-ai/papersflow-skills deepscan-monitor

For use in Claude.ai and ChatGPT

主要功能

01Asynchronous job management for deep academic research tasks

022 GitHub stars

03Real-time progress tracking with live status snapshots and key findings

04Intelligent polling logic for managing multi-stage research workflows

05Comprehensive final report retrieval and cross-report evidence summarization

06Automated plotting of research data including year and citation distributions

使用场景

01Summarizing evidence and findings across multiple completed research reports

02Monitoring long-running literature searches for specific scientific domains

03Generating visual distributions of academic papers by year or venue

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add papersflow-ai/papersflow-skills deepscan-monitor

For use in Claude.ai and ChatGPT