A research assistant that uses Firecrawl to monitor the latest publications in Nature Genetics and summarize the most relevant papers based on your background in plant genomics, DNA language models, and AI.
This skill configures the agent to automatically scrape the recent publications from Nature Genetics (nature.com/ng) and filter them based on your specific research expertise in plant genetics, DNA language models, and machine learning.
.mcp.json.When the user invokes this skill, follow these exact steps:
Scrape Journal Pages: Try scraping the latest articles:
firecrawl_scrape(url="https://www.nature.com/ng/articles?type=article", formats=["markdown"])
If blocked or insufficient, fall back to firecrawl_search with:
site:nature.com/ng 2026 plant genomics OR language model OR population genetics
Filter & Select: Read the scraped content and identify all relevant papers based on the user's core research background. The core research interests to prioritize are:
Fetch Abstracts:
For each relevant paper, use the firecrawl_scrape tool to fetch its dedicated abstract page on nature.com to get the full abstract text and DOI.
3b. Deduplicate Against Existing Papers:
Before presenting results, check the existing database at docs/js/papers.json in the repository. Read the file and extract all existing paper DOIs and titles. Cross-reference your candidate papers against this list — if a paper's DOI or title (case-insensitive) already exists in papers.json, skip it and do not include it in the final results. Only present papers that are genuinely new and not already tracked.
### 1. [Paper Title](https://www.nature.com/articles/XXXX) - *Nature Genetics*
* **Authors:** Author 1, Author 2, et al.
* **Abstract Summary:** [2-3 sentences summarising the abstract and main findings]
* **Relevance:** [1 sentence explaining why it aligns with plant genomics or biological AI]
* **Link:** [Abstract Page](https://www.nature.com/articles/XXXX)
After presenting the results, always ask:
"Would you like to add any of these to your paper notebook website? Reply with the numbers (e.g. 1, 3), all, or none."
Then follow the Add to Notebook skill (.agents/skills/add_to_notebook/SKILL.md) to handle selection, schema building, and automatic commit + push to GitHub.