from awesome-ai-agent-skills55
Integrates the SymCLI symbolic computation engine to solve equations, optimize tensor graphs, and analyze C# code with provable exactness rather than LLM-only r
Provides agent workflows for using SymCLI — a C# symbolic computation framework — to perform exact mathematics, tensor optimizations, and code analysis tasks. Instructs agents to produce ProblemScript inputs, run platform-specific wrappers (symcli.bat/symcli.sh), and parse results to avoid hallucinated numeric or symbolic answers.
Use when a user requests exact symbolic solutions, rigorous equation solving, tensor graph optimizations, or programmatic analysis of C# code for math-related issues. Prefer SymCLI for tasks where correctness is critical and the LLM's internal reasoning is insufficient.
Best suited to developer agents and CLI-capable runners (Cursor, Codex CLI, Claude Code, Gemini CLI) that can execute platform wrappers and parse output files.
SymCLI skill instructs agents to use the SymCLI symbolic computation framework for solving equations, optimizing tensors, and analyzing C# code. No bundled scripts — the skill is a single SKILL.md referencing external shell wrappers (symcli.bat/symcli.sh) that aren't included. The instructions and examples are clear and well-structured, but the skill is entirely dependent on an external tool installation. Very niche audience.
No scripts to execute or audit. Pure static analysis of SKILL.md. No security concerns — no network calls, no destructive commands, no exfiltration. The skill is a well-written instruction document but lacks bundled tooling, making it impractical without manual SymCLI setup.
