Research Pipeline

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name: research-pipeline description: Automated literature research pipeline for Chopin's academic work. Combines arXiv search, paper summarization, and Obsidian note-taking into a single workflow. Use when Chopin asks to research a topic, find papers, do a literature review, or stay updated on formation control / event-triggered communication / multi-agent systems. Triggered automatically by daily cron for research topic updates.

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Research Pipeline

Automated end-to-end research workflow: search → summarize → save to Obsidian.

Workflow

Step 1: Search arXiv

Use the arxiv skill to search for papers on the target topic.

Search arXiv for: 
Limit: 5-10 most relevant papers

Key research topics for Chopin:

Multi-vehicle formation control

Event-triggered communication

Collision avoidance in multi-agent systems

Reinforcement learning for formation control

Learning-based control with event-triggered communication

Step 2: Summarize Papers

For each promising paper, use paper-summarize-academic to get:

Paper title, authors, date

Core contribution

Key methodology

Relevance to Chopin's research

Step 3: Save to Obsidian

Use the obsidian skill to create literature notes:

One note per paper in References/ folder

Tag with: #paper #formation-control #event-triggered etc.

Include: title, authors, year, arXiv link, summary, key takeaways

Step 4: Report to Chopin

Send a brief digest via Feishu with:

Number of papers found

Top 3 most relevant papers with 1-line summary each

Link to full notes in Obsidian

Research Topics Tracker

Maintain a research-topics.md in workspace tracking:

Active topics of interest

Last searched date

Papers found count

See references/research-topics.md for Chopin's current research profile.

Cron Integration

When triggered by daily cron (research update): 1. Check research-topics.md for active topics 2. Search arXiv for each topic (new papers since last check) 3. Summarize and save new findings 4. Report only genuinely new/interesting papers (avoid spam)