Paper Deep Analysis

Use this skill for:

• paper-analyze/scripts/generate_note.py
• paper-analyze/scripts/update_graph.py
• extending a specific paper page under content/papers/
• richer top-paper pages produced from the daily workflow

Workflow:

1. Read the target paper page if it already exists and avoid wiping out meaningful manual notes.
2. Reuse repository metadata where possible: paper ID, title, authors, domain, source URL, PDF URL, summary, scores, keywords, and extracted assets.
3. Structure the note like a compact research memo, not a landing page blurb.
4. If assets exist under images/, use the most informative ones first: architecture, pipeline, and main-results figures before decorative plots.
5. Update graph metadata when relationships or reading order matter.

Desired note shape:

• Research background and motivation
• Problem framing
• Method or pipeline snapshot
• Evidence or experiment notes
• Research or engineering value
• Reading checklist
• Core contributions
• Risks, limitations, and what still needs verification