paper-analysislisted

# Paper Analysis Skill Generate a comprehensive analysis note for a single paper. ## Step 1: Download the paper ``` download_paper(paper_id="2510.24701", title="Paper Title", domain="LLM") ``` This caches the PDF locally under `paper-notes/<title>/`. ## Step 2: Extract figures ``` extract_paper_images(paper_id="2510.24701") ``` Auto-detects the local PDF. Images go to `paper-notes/<title>/images/`. ## Step 3: Generate the analysis note ``` analyze_paper(paper_json='{"title": "...", "authors": [...], "arxiv_id": "..."}', language="zh") ``` Returns: - `note_path`: path to the generated markdown note - `quality_check`: whether the note has unfilled placeholders - `pdf_text`: full text extracted from the PDF (if available) - `instructions`: if placeholders exist, instructions to fill them ## Step 4: Fill placeholders The generated note contains `<!-- LLM: describe method -->` style placeholders. When `instructions` is non-null, you MUST fill all placeholders using the `pdf_text` field: ### Filling rules 1. Read the note at `note_path`. 2. For each `<!-- LLM: ... -->` placeholder, replace it with substantive content drawn from `pdf_text`. 3. Be specific: cite numbers, dataset names, architecture details, formula descriptions. 4. Do NOT leave any placeholder unfilled. 5. Write the complete filled note back using the Write tool. ### Section guide | Section | What to write | |---------|---------------| | Core information | One-sentence contribution, key result, paper