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

sympy skillA

sympy is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Use when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/LaTeX. Prefer NumPy or SciPy when floating-point approximations are sufficient..

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/sympy@v1.3
Exact content
mdr add k-dense-ai/scientific-agent-skills/sympy@sha256:21be026a7a1400ac

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_7ignxxvt5r2pl3gw.svg)](https://markdownregistry.com/a/art_7ignxxvt5r2pl3gw)

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Versions

versioncommittedcommitsizeaudit
v1.3 latest2026-09-02 1e5eeff 10,782 BA view · diff
v1.22026-07-26 2f2022d 9,824 BA view · diff
v1.12026-07-26 b085e11 13,633 BA view · diff
git:20260611.1b8fae32026-06-11 1b8fae3 13,638 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 (10782 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_7ignxxvt5r2pl3gw
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/sympy
GET https://markdownregistry.com/api/v1/blob/21be026a7a1400acc52a3ffab57caff7c2afc6be1da6075993f9c8f4ec90938b

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