Upgrade to Nano Banan 2

scientific-skills/scientific-schematics/SKILL.md

@@ -1,6 +1,6 @@
 ---
 name: scientific-schematics
-description: Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
+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 for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
 allowed-tools: Read Write Edit Bash
 license: MIT license
 metadata:
@@ -11,12 +11,12 @@ metadata:
 
 ## Overview
 
-Scientific schematics and diagrams transform complex concepts into clear visual representations for publication. **This skill uses Nano Banana Pro AI for diagram generation with Gemini 3 Pro quality review.**
+Scientific schematics and diagrams transform complex concepts into clear visual representations for publication. **This skill uses Nano Banana 2 AI for diagram generation with Gemini 3.1 Pro Preview quality review.**
 
 **How it works:**
 - Describe your diagram in natural language
-- Nano Banana Pro generates publication-quality images automatically
-- **Gemini 3 Pro reviews quality** against document-type thresholds
+- Nano Banana 2 generates publication-quality images automatically
+- **Gemini 3.1 Pro Preview reviews quality** against document-type thresholds
 - **Smart iteration**: Only regenerates if quality is below threshold
 - Publication-ready output in minutes
 - No coding, templates, or manual drawing required
@@ -34,11 +34,11 @@ Scientific schematics and diagrams transform complex concepts into clear visual
 | presentation | 6.5/10 | Slides, talks |
 | default | 7.5/10 | General purpose |
 
-**Simply describe what you want, and Nano Banana Pro creates it.** All diagrams are stored in the figures/ subfolder and referenced in papers/posters.
+**Simply describe what you want, and Nano Banana 2 creates it.** All diagrams are stored in the figures/ subfolder and referenced in papers/posters.
 
 ## Quick Start: Generate Any Diagram
 
-Create any scientific diagram by simply describing it. Nano Banana Pro handles everything automatically with **smart iteration**:
+Create any scientific diagram by simply describing it. Nano Banana 2 handles everything automatically with **smart iteration**:
 
 ```bash
 # Generate for journal paper (highest quality threshold: 8.5/10)
@@ -55,8 +55,8 @@ python scripts/generate_schematic.py "Complex circuit diagram with op-amp, resis
 ```
 
 **What happens behind the scenes:**
-1. **Generation 1**: Nano Banana Pro creates initial image following scientific diagram best practices
-2. **Review 1**: **Gemini 3 Pro** evaluates quality against document-type threshold
+1. **Generation 1**: Nano Banana 2 creates initial image following scientific diagram best practices
+2. **Review 1**: **Gemini 3.1 Pro Preview** evaluates quality against document-type threshold
 3. **Decision**: If quality >= threshold → **DONE** (no more iterations needed!)
 4. **If below threshold**: Improved prompt based on critique, regenerate
 5. **Repeat**: Until quality meets threshold OR max iterations reached
@@ -124,7 +124,7 @@ This skill should be used when:
 
 ## How to Use This Skill
 
-**Simply describe your diagram in natural language.** Nano Banana Pro generates it automatically:
+**Simply describe your diagram in natural language.** Nano Banana 2 generates it automatically:
 
 ```bash
 python scripts/generate_schematic.py "your diagram description" -o output.png
@@ -150,7 +150,7 @@ python scripts/generate_schematic.py "your diagram description" -o output.png
 
 ---
 
-# AI Generation Mode (Nano Banana Pro + Gemini 3 Pro Review)
+# AI Generation Mode (Nano Banana 2 + Gemini 3.1 Pro Preview Review)
 
 ## Smart Iterative Refinement Workflow
 
@@ -160,9 +160,9 @@ The AI generation system uses **smart iteration** - it only regenerates if quali
 
 ```
 ┌─────────────────────────────────────────────────────┐
-│  1. Generate image with Nano Banana Pro             │
+│  1. Generate image with Nano Banana 2             │
 │                    ↓                                │
-│  2. Review quality with Gemini 3 Pro                │
+│  2. Review quality with Gemini 3.1 Pro Preview                │
 │                    ↓                                │
 │  3. Score >= threshold?                             │
 │       YES → DONE! (early stop)                      │
@@ -180,9 +180,9 @@ Scientific diagram guidelines + User request
 
 **Output:** `diagram_v1.png`
 
-### Quality Review by Gemini 3 Pro
+### Quality Review by Gemini 3.1 Pro Preview
 
-Gemini 3 Pro evaluates the diagram on:
+Gemini 3.1 Pro Preview evaluates the diagram on:
 1. **Scientific Accuracy** (0-2 points) - Correct concepts, notation, relationships
 2. **Clarity and Readability** (0-2 points) - Easy to understand, clear hierarchy
 3. **Label Quality** (0-2 points) - Complete, readable, consistent labels
@@ -219,10 +219,10 @@ VERDICT: ACCEPTABLE (for poster, threshold 7.0)
 ### Subsequent Iterations (Only If Needed)
 
 If quality is below threshold, the system:
-1. Extracts specific issues from Gemini 3 Pro's review
+1. Extracts specific issues from Gemini 3.1 Pro Preview's review
 2. Enhances the prompt with improvement instructions
-3. Regenerates with Nano Banana Pro
-4. Reviews again with Gemini 3 Pro
+3. Regenerates with Nano Banana 2
+4. Reviews again with Gemini 3.1 Pro Preview
 5. Repeats until threshold met or max iterations reached
 
 ### Review Log
@@ -418,7 +418,7 @@ python scripts/generate_schematic.py "complex diagram" -o diagram.png --iteratio
 python scripts/generate_schematic.py "diagram" -o out.png -v
 ```
 
-**Note:** The Nano Banana Pro AI generation system includes automatic quality review in its iterative refinement process. Each iteration is evaluated for scientific accuracy, clarity, and accessibility.
+**Note:** The Nano Banana 2 AI generation system includes automatic quality review in its iterative refinement process. Each iteration is evaluated for scientific accuracy, clarity, and accessibility.
 
 ## Best Practices Summary