sympy
Solve Symbolic Math with SymPy
Symbolic math tasks can become error-prone when formulas need exact algebraic results. This skill guides Claude, Codex, and Claude Code through SymPy workflows for solving, simplifying, differentiating, integrating, and generating mathematical output.
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Review the Skillstore skill "sympy" from https://skillstore.io/skills/k-dense-ai-sympy.md and its manifest at https://skillstore.io/api/skills/k-dense-ai-sympy/manifest. Verify the artifact. Stop and obtain explicit user consent before installing or changing files.Your Agent should still show its plan and request any confirmation required by the security policy.
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Test it
Using "sympy". Simplify the square of sine plus the square of cosine.
Expected outcome:
The result is 1. The explanation notes that SymPy applies the standard trigonometric identity.
Using "sympy". Find eigenvalues for a symmetric two by two matrix.
Expected outcome:
The response lists the exact eigenvalues and explains their multiplicities in plain language.
Using "sympy". Prepare an integral result for a research note.
Expected outcome:
The response gives the exact value, a readable derivation, and a LaTeX-ready equation description.
Security Audit
High RiskMost static findings are false positives from Markdown backticks, ordinary SymPy imports, and mathematical terminology. I confirmed the eval guidance as unsafe and added semantic findings for raw parse_expr input and external product steering. No prompt injection text matching override or system-instruction patterns was found.
Confirmed security concerns (2)
Capability review items (1)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Risk Factors
⚡ Contains scripts (10)
📁 Filesystem access (6)
⚙️ External commands (95)
🌐 Network access (5)
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APA citation
K-Dense-AI. (2026). sympy security audit report (audit version 7) [Author version unspecified]. Skillstore. https://skillstore.io/skills/k-dense-ai-sympy/audits/7BibTeX citation
@techreport{k-dense-ai-k-dense-ai-sympy-2026,
author = {K-Dense-AI},
title = {sympy security audit report (audit version 7)},
institution = {Skillstore},
year = {2026},
number = {7},
url = {https://skillstore.io/skills/k-dense-ai-sympy/audits/7},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "sympy security audit report (audit version 7)"
version: "unspecified"
type: report
authors:
- name: "K-Dense-AI"
date-released: "2026-07-05"
url: "https://skillstore.io/skills/k-dense-ai-sympy/audits/7"
identifiers:
- type: other
value: "skillstore:k-dense-ai-sympy:audit:7"
description: "Skillstore immutable audit report identifier"
Compare variants
2 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
k-dense-ai-sympy
2026-08-21
davila7-sympy
2026-08-21
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Verify Research Formulas
Derive exact results, simplify equations, and document assumptions before numerical experiments.
Build Scientific Python Tools
Convert symbolic formulas into tested numerical functions or generated code for applications.
Teach Algebra and Calculus
Show exact steps for simplification, solving, differentiation, integration, and matrices.
Try These Prompts
Simplify this expression with SymPy and explain the main transformation: [expression].
Solve this system symbolically with SymPy. State the variables, domain, and any assumptions: [system].
Analyze this matrix with SymPy. Find determinant, inverse conditions, eigenvalues, and a concise interpretation: [matrix].
Design a SymPy workflow for this formula. Include simplification, validation, numerical conversion, and safe output handling: [formula].
Best Practices
- Define symbols and assumptions before building expressions.
- Use exact numbers, such as rational values, before numerical evaluation.
- Validate parsed expressions and generated code before execution or file output.
Avoid
- Do not use floating-point constants when exact symbolic arithmetic is required.
- Do not parse untrusted expression text without restrictions and validation.
- Do not rely on one simplification method for every mathematical identity.
Frequently Asked Questions
What is this skill for?
Can it solve differential equations?
Does it support matrices?
Can it generate code?
Is it only for advanced users?
What should users review carefully?
Developer Details
Author
K-Dense-AILicense
https://github.com/sympy/sympy/blob/master/LICENSE
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
a25199bc7d6b82598536822d1738eb5d5f54025b
Maintenance freshness
7/18/2026
Usage
12 downloads · 242 views
File structure