LLM Evaluation

Evaluated by: xiaomi/mimo-v2-flash:free

Last evaluated: January 19, 2026

Prompt Quality

4.5 /5

The prompt is exceptionally well-structured with clear sections, a helpful quick reference table, and specific command examples. It follows best practices by defining when to use the tool versus alternatives, though it's cut off mid-sentence in the core workflow section, which slightly impacts completeness.

Usefulness

4.0 /5

This provides high real-world value for security professionals and developers needing deep code analysis, with actionable commands and installation instructions. However, the incomplete core workflow section and lack of query writing guidance limits its practical utility for users who need to create custom queries.

Overall Rating

4.3 /5

A well-structured and practical skill prompt for CodeQL that excels at providing clear usage guidance and commands, though it's incomplete and would benefit from query writing examples and troubleshooting guidance.

Prompt Preview

---
name: codeql
type: tool
description: >
  CodeQL is a static analysis framework that queries code as a database.
  Use when you need interprocedural analysis or complex data flow tracking.
---

# CodeQL

CodeQL is a powerful static analysis framework that allows developers and security researchers to query a codebase for specific code patterns. The CodeQL standard libraries implement support for both inter- and intraprocedural control flow and data flow analysis. However, the learning curve f...

Full prompt length: 19125 characters

Tools & Technologies

  • JavaScript
  • go
  • java
  • Java
  • Ruby
  • TypeScript
  • Go
  • python
  • ruby
  • javascript