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Use symbolic math in Python for CS research and algorithm work. Use when deriving formulas, simplifying objectives, solving recurrences or equations, manipulating matrices symbolically, generating exact expressions, or turning mathematical derivations into executable code.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when designing or implementing tool-using agents for research or software workflows and you need an explicit architecture, tool contract, prompt strategy, and evaluation plan.
Use when designing an evaluation plan for a CS, ML, or agent project and you need to choose datasets, baselines, metrics, ablations, compute budgets, and reporting rules.
Manage citations and BibTeX for computer science papers, theses, surveys, rebuttals, and project reports. Use when verifying DOI or arXiv metadata, cleaning `.bib` files, deduplicating references, formatting venue-ready citations, or checking that paper, code, and artifact references are consistent.
Use when reproducing a paper, repo, benchmark, or reported result and you need an explicit plan for environment setup, execution, discrepancy logging, and final reproduction status.
Use when turning an existing codebase, experiment set, or system into a paper plan and you need contribution framing, evidence mapping, figure planning, and missing-experiment detection.
Use when running iterative experiments and you need a disciplined way to log configs, seeds, environments, metrics, failures, and comparison summaries.
| name | sympy |
| description | Use symbolic math in Python for CS research and algorithm work. Use when deriving formulas, simplifying objectives, solving recurrences or equations, manipulating matrices symbolically, generating exact expressions, or turning mathematical derivations into executable code. |
Use this skill when exact symbolic reasoning is more valuable than numerical approximation.
references/core-capabilities.mdreferences/matrices-linear-algebra.mdreferences/code-generation-printing.mdreferences/advanced-topics.mdreferences/physics-mechanics.md only if the task truly needs itWhen the user asks for symbolic help without a specific format, return: