bgpt-paper-search
BGPT is a remote MCP server that searches a curated database of scientific papers built from raw experimental data extracted from full-text…
Maintainer Clayton Young / Superior Byte Works, LLC (@borealBytes) · Last updated April 1, 2026
This skill teaches you — and enforces a standard for — creating scientific documentation using **markdown with embedded Mermaid diagrams as the default and canonical format**. The core bet: a relationship expressed as a Mermaid diagram inside a `.md` file is more valuable than any image. It is text, so it diffs cleanly in git. It requires no build step. It renders natively on GitHub, GitLab, Notion, VS Code, and any….
Original source
https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/markdown-mermaid-writing
Skill Snapshot
Source Doc
| What matters | Mermaid in Markdown | Python / AI Image |
|---|---|---|
| Git diff readable | ✅ | ❌ binary blob |
| Editable without regenerating | ✅ | ❌ |
| Token efficient vs. prose | ✅ smaller | ❌ larger |
| Renders without a build step | ✅ | ❌ needs hosting |
| Parseable by AI without vision | ✅ | ❌ |
| Works in GitHub / GitLab / Notion | ✅ | ⚠️ if hosted |
| Accessible (screen readers) | ✅ accTitle/accDescr | ⚠️ needs alt text |
| Convertible to image later | ✅ anytime | — already image |
Phase 1 is mandatory. Even if you proceed to Phase 2 or 3, the Mermaid source stays committed.
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