All skills & plugins / Scientific Agent Skills (K-Dense)

scientific-schematics

Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7 Flash for quality review. Refines when the review requests improvement, with at most two generations. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

Type: Skill by K-Dense Inc.
Catalog: Scientific Agent Skills (K-Dense)
Source: K-Dense-AI/scientific-agent-skills/skills/scientific-schematics (6 files scanned)
Install and details: Agent Skills Index entry
License: MIT license (SKILL.md frontmatter)
Signals: Pre-approved shellBundled scriptsNetwork calls in codeReads credentialsSpawns processes

Pre-approved tools

Shell (any command). Tools listed in allowed-tools (or an agent's tools) can be used without a permission prompt while the skill is active, depending on your agent and settings.

Kind	Tools
read/search	`Read`
write/edit files	`WriteEdit`
shell, any command	`Bash`

Declared in scientific-schematics/SKILL.md.

Hooks

No hooks.

MCP servers and apps

None.

Bundled code

3 code files (Python, Shell):

Network calls

1 file with a network call pattern. First match per file:

skills/scientific-schematics/scripts/generate_schematic_ai.py:263
```
response = requests.post(
```

Starts other programs

1 file. First match per file:

skills/scientific-schematics/scripts/generate_schematic.py:192

result = subprocess.run(cmd, check=False, env=build_subprocess_env(api_key))

Credentials referenced

OPENROUTER_API_KEY

Static scan of commit 5f2bc03 on 2026-10-27. Signals are patterns found in the files, not a verdict: a network call can be the whole point of a skill. Read the linked lines before you decide. How the scan works.