sympy SKILL.md skillA
sympy from k-dense-ai/scientific-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add k-dense-ai/scientific-agent-skills/sympy@v1.5Pins v1.5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- k-dense-ai/scientific-agent-skills
- Path
skills/sympy/SKILL.md- Versions recorded
- 6
- Latest version
- v1.5, committed Oct 1, 2026
- First version recorded
- Jun 11, 2026
- Size
- 13,293 bytes
- Repository stars
- 56,497
- License
- MIT
Performs exact symbolic mathematics with SymPy for algebra, calculus, equation solving, symbolic linear algebra, physics, and lambdify or LaTeX code generation. Use when a task needs symbolic results, explicit assumptions, or exact arithmetic; use NumPy or SciPy for purely numerical workloads.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# SymPy - Symbolic Mathematics in Python ## Overview SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations. This skill provides comprehensive guidance for performing symbolic algebra, calculus, linear algebra, equation solving, physics calculations, and code generation using SymPy. ## Installation Reviewed against current official documentation and executed with **SymPy 1.14.0** on Python 3.13.3 (2026-10-01). Core SymPy requires **Python 3.9+**; the tested NumPy 2.5.3 / SciPy 1.18.1 stack needs Python 3.12+. SymPy 1.14.0 requires `mpmath>=1.1,<1.4`; use the compatible 1.3.0, not the newer 1.4.x release. See [verification and official sources](references/review.md) for coverage. ```bash # Install SymPy using uv uv pip install "sympy==1.14.0" # Optional: for lambdify and plotting examples uv pip install numpy scipy matplotlib ``` Check your version: ```python import sympy print(sympy.__version__) ``` ## When to Use This Skill Use this skill when: - Solving equations symbolically (algebraic, differential, systems of equations) …
Read the whole file at its exact version.
How to install
mdr add k-dense-ai/scientific-agent-skills/sympy@sha256:bb97087bdddccc84The line at the top of this page pins the label v1.5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7ignxxvt5r2pl3gw)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jun 11, 2026 and Oct 1, 2026, about one every 22 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.5 latest | 2026-10-01 | a92663a | 13,293 B | A | view · diff |
| v1.4 | 2026-09-30 | ce9e6e9 | 11,138 B | A | view · diff |
| v1.3 | 2026-09-02 | 1e5eeff | 10,782 B | A | view · diff |
| v1.2 | 2026-07-26 | 2f2022d | 9,824 B | A | view · diff |
| v1.1 | 2026-07-26 | b085e11 | 13,633 B | A | view · diff |
| git:20260611.1b8fae3 | 2026-06-11 | 1b8fae3 | 13,638 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13293 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
k-dense-ai/scientific-agent-skills · 56,497 stars · license MIT · pushed 2026-11-02 · 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/bb97087bdddccc845401737ddc7f7a8da1c14ced5e8d40da01271c991ac46e23
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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