research▌

### Scientific Slides - name: "scientific-slides" - description: "Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific..." - allowed-tools: "Read Write Edit Bash"

### Scientific Schematics - name: "scientific-schematics" - description: "Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold fo..." - allowed-tools: "Read Write Edit Bash"

### Scientific Visualization - name: "scientific-visualization" - description: "Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journ..."

### Exploratory Data Analysis - name: "exploratory-data-analysis" - description: "Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, conten..."

### Hypothesis Generation - name: "hypothesis-generation" - description: "Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design expe..." - allowed-tools: "Read Write Edit Bash"

### Citation Management - name: "citation-management" - description: "Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. Thi..." - allowed-tools: "Read Write Edit Bash"

### Database Lookup - name: "database-lookup" - description: "Search 78 public scientific, biomedical, materials science, and economic databases via REST APIs. Covers physics/astronomy (NASA, NIST, SDSS, SIMBAD), earth/environment (USGS, NOAA, EPA), chemistry/dr..."

两阶段工作模式：

Skill by ara.so — Daily 2026 Skills collection.

How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval.