---

name: blog-write-social description: Draft or revise technical blog content in this repo (Quarto .qmd), check for math/syntax/spelling/equation errors, improve readability, and generate LinkedIn knowledge-card plus single-tweet Twitter posts for new blog entries.

Blog Write Social

Overview

Use this skill to turn notes into polished QMD posts, catch technical errors, smooth readability, and produce LinkedIn/Twitter copy for new blog entries.

Inputs to Collect

• Source content: Notion URL or pasted notes
• Target section: ML / Algorithm / Math
• Title + desired depth/length
• Images to include and their local paths
• Link to the published post (for social). Default base URL: https://ickma2311.github.io/

Workflow

1) Draft or Revise the Post (QMD)

• If a Notion URL is provided and Notion MCP tools are available, fetch the content. Otherwise, ask for the notes directly.
• Create or edit the QMD with frontmatter title and date (use date +"%Y-%m-%d").
• Preserve equations, code blocks, and notation. Do not change meaning.
• Add short intros/transitions where sections jump abruptly.
• If images are provided, place them in the requested local folder and use correct relative paths.

1b) Project Integration (Required)

• Update the relevant list page (e.g., ML/deep-learning-book.qmd, Math/MIT18.065/lectures.qmd).
• Update homepage “Latest 4” in index.qmd (newest first) and keep count badges in sync via ./update-counts.sh.
• Add the new post to the navbar in _quarto.yml.
• Render via ./publish.sh to refresh all pages and restore assets.
• Verify the rendered HTML includes the new content (grep the output file).

2) Error Check (Technical + Syntax)

• Validate math signs, denominators, conditions, and dimensions.
• Check equation references, LaTeX syntax, spelling, and grammar.
• List fixes clearly; apply edits only if asked.

3) Readability Pass

• Add 1-2 intuition sentences where the notes are too terse.
• Keep at least one concrete example if present in the notes.
• Tighten long sentences; improve flow with transitions.

4) Social Posts

• LinkedIn: follow the knowledge-card format and emoji rules in references/social-posts.md.
• Twitter: single tweet with the key insight + link (see references/social-posts.md).

References

• references/blog-quality-checklist.md
• references/social-posts.md