According to AlphaMoat, as of 2026-09, cluade-scientific-writer-wrapper has 2,547 downloads and 1 stars — ranked #4,058 of 5,078 AI skills overall, and #341 of 465 in Professional.
| Platform | Installs | Downloads | Stars | Comments |
|---|---|---|---|---|
| ClawHub ↗ | 41 | 1.5K | - | - |
| SkillHub ↗ | 387 | 2.5K | 1 | — |
Platforms count differently and update at different times.
It describes manuscript, proposal, poster and review generation with supplied data files and streamed progress. It requires the scientific-writer package and an Anthropic API key; an OpenRouter key is optional for research lookup. Generated research text and citations still need review.
Profile published 2026-10-27
Generated from the skill’s documentation as examples; not results of actual runs.
The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.
| Month | Downloads | MoM | Stars |
|---|---|---|---|
| 2026-09 | 2.5K | — | 1 |
| 2026-08 | 2.1K | +15.2% | 1 |
| 2026-07 | 1.8K | +18.7% | 1 |
| 2026-06 | 1.5K | +9.8% | 1 |
| 2026-05 | 1.4K | — | 1 |
| 2026-03 | 831 | — | - |
The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.
---
name: scientific-writer
description: AI-powered scientific writing tool. Generate publication-ready papers, grant proposals, posters, and more with real-time research and verified citations.
metadata:
{
"openclaw": {
"emoji": "🔬",
"requires": {
"bins": ["python3", "pip"],
"env": ["ANTHROPIC_API_KEY"] }
}
}
---
# Scientific Writer
AI-powered scientific writing tool that combines deep research with well-formatted outputs.
## Installation
```bash
pip install scientific-writer
```
## Prerequisites
- Python 3.10-3.12
- ANTHROPIC_API_KEY (required)
- OPENROUTER_API_KEY (optional for research lookup)
Set API keys:
```bash
export ANTHROPIC_API_KEY='your_key'
# or create .env file
echo "ANTHROPIC_API_KEY=your_key" > .env
```
## Usage
### As Python API
```python
import asyncio
from scientific_writer import generate_paper
async def main():
async for update in generate_paper(
query="Create a Nature paper on CRISPR gene editing...",
data_files=["editing_efficiency.csv", "western_blot.png"]
):
if update["type"] == "progress":
print(f"[{update['stage']}] {update['message']}")
else:
print(f"✓ PDF: {update['files']['pdf_final']}")
asyncio.run(main())
```
### Via OpenClaw exec
```bash
# Run scientific writer
python3 -c "
import asyncio
from scientific_writer import generate_paper
async def main():
async for update in generate_paper(
query='Create a paper on your topic...',
data_files=[]
):
print(update)
asyncio.run(main())
"
```
## Available Skills (when used as plugin)
- `scientific-schematics` - AI diagram generation (CONSORT, neural networks, pathways)
- `research-lookup` - Real-time literature search
- `peer-review` - Systematic manuscript evaluation
- `citation-management` - BibTeX and reference handling
- `clinical-reports` - Medical documentation
- `research-grants` - NSF, NIH, DOE proposal support
- `scientific-slides` - Research presentations
- `latex-posters` - Conference poster generation
- `hypothesis-generation` - Scientific hypothesis development
## Output
- Scientific papers (Nature, Science, NeurIPS format)
- Grant proposals (NSF, NIH, DOE)
- Conference posters (LaTeX beamerposter)
- Literature reviews
- Clinical reports
## Notes
- Requires ANTHROPIC_API_KEY for Claude to work
- Place data files in `data/` folder (images → figures/, data → data/)
- Outputs saved to `writing_outputs/`
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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.