math-studio

Math Studio

Fork of claude-scientific-writer (K-Dense Inc., MIT) personalized for applied-mathematics research.

Changes vs upstream:

• Renamed plugin to math-studio (/plugin marketplace add https://github.com/rp4ri/math-studio).
• New skill math-modeling: dynamical systems papers — step-by-step derivations, fixed points / Jacobian stability / bifurcation pipeline, basins-of-attraction figures, mandatory limitations section, reproducible uv + numpy/scipy/matplotlib simulations, HTML+MathJax→Chrome PDF fallback when LaTeX is unavailable.
• Dropped clinical/market skills from the plugin manifest (clinical-decision-support, clinical-reports, treatment-plans, market-research-reports) — not relevant to this stack; files remain in skills/ for upstream merge compatibility.
• Math-stack conventions appended to CLAUDE.md.

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Claude Scientific Writer (upstream README)

🚀 Looking for more advanced capabilities? For end-to-end scientiic writing, deep scientfic search, advanced image generation and enterprise solutions, visit www.k-dense.ai

Stay up to date: Follow K-Dense on X, LinkedIn, and YouTube for new features, release announcements, walkthroughs, research workflow demos, and examples you can use with Scientific Writer.

A deep research and writing tool that combines the power of AI-driven deep research with well-formatted written outputs. Generate publication-ready scientific papers, reports, posters, grant proposals, literature reviews, and more academic documents—all backed by real-time literature search and verified citations.

Scientific Writer performs comprehensive research before writing, ensuring every claim is supported by real, verifiable sources. Features include real-time research lookup via Perplexity Sonar Pro Search, intelligent paper detection, comprehensive document conversion, and AI-powered diagram generation with Nano Banana Pro. You have the option of using it as a claude code plugin, python package or a native CLI

Quick Start

Prerequisites

• Python 3.10-3.12
• ANTHROPIC_API_KEY (required), OPENROUTER_API_KEY (optional for research lookup)

Installation Options

Option 1: Claude Code Plugin (Recommended) ⭐

The easiest way to use Scientific Writer is as a Claude Code plugin. See the Plugin Installation section above.

Option 2: Install from PyPI (CLI/API Usage)

pip install scientific-writer

Option 3: Install from source with uv

git clone https://github.com/K-Dense-AI/claude-scientific-writer.git
cd claude-scientific-writer
uv sync

Configure API keys

# .env file (recommended)
echo "ANTHROPIC_API_KEY=your_key" > .env
echo "OPENROUTER_API_KEY=your_openrouter_key" >> .env
# or export in your shell
export ANTHROPIC_API_KEY='your_key'

Usage Options

Use as Plugin (Recommended)

After installing the plugin and running /scientific-writer:init, simply ask Claude:

> Create a Nature paper on CRISPR gene editing. Present experimental_data.csv 
  (efficiency across 5 cell lines), include Western_blot.png and flow_cytometry.png 
  showing 87% editing efficiency (p<0.001). Compare with literature benchmarks.

> Generate an NSF grant proposal presenting preliminary data from quantum_results.csv 
  (99.2% gate fidelity), circuit_topology.png, and error_rates.csv. 
  Include 5-year timeline with milestones_budget.xlsx.

> @research-lookup Find papers on mRNA vaccine efficacy (2022-2024). Compare 
  with our trial_outcomes.csv (n=500, 94% efficacy) and antibody_titers.png.

Use the CLI

# If installed via pip
scientific-writer

# If installed from source with uv
uv run scientific-writer

Use the Python API

import asyncio
from scientific_writer import generate_paper