k-dense-ai/scientific-agent-skills · skills/scientific-schematics/SKILL.md

scientific-schematics skillA

scientific-schematics is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.6 Flash 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..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add k-dense-ai/scientific-agent-skills/scientific-schematics@v1.7
Exact content
mdr add k-dense-ai/scientific-agent-skills/scientific-schematics@sha256:3ef33ab3eb6eed0f

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tpq4d4nyqtro65va.svg)](https://markdownregistry.com/a/art_tpq4d4nyqtro65va)

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Versions

versioncommittedcommitsizeaudit
v1.7 latest2026-09-02 1e5eeff 17,377 BA view · diff
v1.62026-07-31 4226ca8 16,419 BA view · diff
v1.52026-07-31 bd99c01 16,419 BA view · diff
v1.42026-07-29 f1b60f8 15,607 BA view · diff
v1.32026-07-26 2f2022d 15,607 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (17377 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

k-dense-ai/scientific-agent-skills · 45,352 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tpq4d4nyqtro65va
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/scientific-schematics
GET https://markdownregistry.com/api/v1/blob/3ef33ab3eb6eed0f3625a9fe48d4dc7618abe07b5794015e125273220d7dafef

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.