DL Paper Code Blog

Overview

This skill turns the standardized "paper + repo" bundle into a publish-ready article: you will read the PDF derivatives, inspect the code snapshot, fill the scaffold outline, write the final Markdown post, and keep figure assets synced with Lsky. Everything lives inside a pre-generated workspace, so the work is editorial/reporting instead of scraping.

Key ingredients live in materials_manifest.json, paper/, code/, .lsky_upload_cache.json, and article_scaffold.md. The assets/article_scaffold_template.md file can be copied whenever you need a fresh outline.

1. Intake the Bundle

1. Map the workspace. Use the checklist in references/materials.md to understand where each artifact sits (paper text, figure crops, repo context, bibliography, cache files).
2. Verify availability. If the manifest references missing directories (e.g., repo not captured), pause and ask the user; otherwise continue.
3. Prepare the scaffold. Copy assets/article_scaffold_template.md into the project root (or overwrite the existing article_scaffold.md). This is your scratchpad for planning.

2. Research & Outline

Follow the phased process described in references/workflow.md: