13c-metabolic-flux
Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps,โฆ
Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references, document templates, accessibility guidance, and version-aware rendering checks. Use when a user requests Markdown, Mermaid, or a
Claude Code
$ npx -y skills add K-Dense-AI/scientific-agent-skills --skill markdown-mermaid-writing --agent claude-code
Codex
$ npx skills add K-Dense-AI/scientific-agent-skills --skill markdown-mermaid-writing -a codex -y
Cursor
$ npx skills add K-Dense-AI/scientific-agent-skills --skill markdown-mermaid-writing -a cursor -y
Gemini CLI
$ npx skills add K-Dense-AI/scientific-agent-skills --skill markdown-mermaid-writing -a gemini-cli -y
GitHub Copilot
$ npx skills add K-Dense-AI/scientific-agent-skills --skill markdown-mermaid-writing -a github-copilot -y
OpenCode
$ npx skills add K-Dense-AI/scientific-agent-skills --skill markdown-mermaid-writing -a opencode -y
Windsurf
$ npx skills add K-Dense-AI/scientific-agent-skills --skill markdown-mermaid-writing -a windsurf -y
name: markdown-mermaid-writing description: Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references, document templates, accessibility guidance, and version-aware rendering checks. Use when a user requests Markdown, Mermaid, or a text-based structural diagram; quantitative scientific figures require suitable plotting tools. allowed-tools: Read Write Edit Bash license: Apache-2.0 compatibility: Markdown authoring needs no runtime. Local rendering targets Mermaid and Mermaid CLI 12.0.0, Node.js 22.13+ and a supported Chromium browser. Package or CDN installation needs network access; no credentials required. metadata: version: "1.3" last-reviewed: "2026-10-01" mermaid-tested: "12.0.0" mermaid-cli-tested: "12.0.0" skill-author: Clayton Young / Superior Byte Works, LLC (@borealBytes) skill-source: https://github.com/SuperiorByteWorks-LLC/agent-project skill-version: 1.0.0 skill-contributors: Clayton Young (Superior Byte Works, LLC / @borealBytes; Author and originator); K-Dense Team (K-Dense Inc.; Integration target and community feedback)
This skill provides an optional house style for **Markdown documentation with Mermaid structural diagrams**. Follow the requested output format, existing repository conventions, and journal requirements first. This skill does not replace scientific analysis or plotting.
A relationship expressed as Mermaid inside a `.md` file is editable text that diffs cleanly in git. A compatible host renders it without a separate user build step. It renders where the host has Mermaid support; plain Markdown viewers may show only code, and platforms/extensions ship different Mermaid versions. It uses a compact source representation, though token use depends on the diagram. Exporting SVG/PNG requires a renderer; retain the diagram source alongside exported figures.
> "The more you get your reports and files in .md in just regular text, which mermaid is > as well as being a simple 'script language'. This just helps with any downstream rendering > and especially AI generated images (using mermaid instead of just long form text to > describe relationships < tokens). Additionally mermaid can render along with markdown for > easy use almost anywhere by humans or AI." > > โ Clayton Young (@borealBytes), K-Dense Discord, 2026-02-19
Use this skill when:
Use scientific plotting tools directly for measured data, uncertainty, statistical graphics, exact geometry, or publication figures that Mermaid cannot faithfully represent. Mermaid is not a required precursor to a quantitative chart or an existing SVG/code-native asset.
| What matters | Mermaid in Markdown | Python / AI Image | | ----------------------------- | :-----------------: | :---------------: | | Git diff readable | โ text source | Plotting code/SVG can also be text | | Editable source | โ | Plotting scripts and vector sources are editable | | Compact relationship notation | Often | Depends on representation | | Native preview | Host/version dependent | Viewer/format dependent | | Parseable by AI without vision | โ | โ | | Works in destination | Check Mermaid support and version | Check image format support | | Accessible (screen readers) | Check SVG metadata and text alternative | Provide alt text/data table | | Convertible to image later | โ anytime | โ already image |
flowchart LR
accTitle: Three-Phase Documentation Workflow
accDescr: Markdown holds the structural diagram source. Quantitative charts come from data and plotting code; optional illustrations require a separate factual review.
p1["๐ Phase 1<br/>Mermaid in Markdown<br/>(structural source)"]
p2["๐ Phase 2<br/>Python Generated<br/>(optional โ data charts)"]
p3["๐จ Phase 3<br/>AI Generated Visuals<br/>(optional โ polish)"]
out["๐ Final Deliverable"]
p1 --> out
data["Data and plotting code"] --> p2
p1 -.->|"when needed"| p3
p2 --> out
p3 --> out
classDef required fill:#dbeafe,stroke:#2563eb,stroke-width:2px,color:#1e3a5f
classDef optional fill:#fef9c3,stroke:#ca8a04,stroke-width:2px,color:#713f12
classDef output fill:#dcfce7,stroke:#16a34a,stroke-width:2px,color:#14532d
class p1 required
class p2,p3 optional
class out outputRetain Mermaid for structural diagrams and data/code for quantitative charts. An AI illustration is not a quantitative conversion; verify every label and relationship against its sources.
This skill includes 23 diagram-type guides plus a composition guide. Mermaid supports additional types; these references are a curated subset, not an exhaustive version catalogue:
| Use case | Diagram type | File | | -------------------------------------------- | ---------------- | ---------------------------------------------------- | | Experimental workflow / decision logic | Flowchart | `references/diagrams/flowchart.md` | | Service interactions / API calls / messaging | Sequence | `references/diagrams/sequence.md` | | Data model / schema | ER diagram | `references/diagrams/er.md` | | State machine / lifecycle | State | `references/diagrams/state.md` | | Project timeline / roadmap | Gantt | `references/diagrams/gantt.md` | | Proportions / composition | Pie | `references/diagrams/pie.md` | | System architecture (zoom levels) | C4 | `references/diagrams/c4.md` | | Concept hierarchy / brainstorm | Mindmap | `references/diagrams/mindmap.md` | | Chronological events / history | Timeline | `references/diagrams/ti
๐ Claude Scientific Skills is now Scientific Agent Skills. Same skills, broader compatibility โ now works with any AI agent that supports the open Agent Skills standard, not just Claude.
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