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ai-pi-nv-devstral

Automates adversarial code review using Devstral 2 via pi, returning structured JSON findings.

Updated Apr 26, 2026
Search Tags:#ai#code-review#json-output#security-analysis#adversarial-review#nvidia-nim#devstral
One-click install
npx skills add https://github.com/EndUser123/cc-marketplace --skill ai-pi-nv-devstral
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-pi-nv-devstral
Source: https://github.com/EndUser123/cc-marketplace/tree/main/plugins/cc-skills-ai-cli/skills/ai-pi-nv-devstral
Command: npx skills add https://github.com/EndUser123/cc-marketplace --skill ai-pi-nv-devstral

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This tool automates adversarial review of code files by executing Devstral 2 via pi to surface vulnerabilities and quality issues, returning structured JSON.

Core Features & Use Cases

  • Automated adversarial review of a target file using Devstral 2 via pi to surface vulnerabilities and quality issues.
  • JSON output includes file_first_line, file_line_count, score, summary, and issues to inform remediation.
  • Fits into code-review and security-assessment workflows, enabling rapid, repeatable evaluations.

Quick Start

Provide the target file path and let the AI perform an adversarial review using Devstral 2 via pi to produce a JSON findings report.

Frequently Asked Questions about ai-pi-nv-devstral

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate adversarial code review for security vulnerabilities?▼

Automated adversarial code review uses AI models like Devstral 2 to analyze source files and surface vulnerabilities or quality issues, returning structured JSON findings to inform remediation.

What is included in structured JSON output for AI-assisted code analysis?▼

Structured JSON output for code analysis includes file_first_line, file_line_count, an overall score, summary, and a list of specific issues to provide deterministic, actionable remediation data.

How do I run a security analysis on a specific source file using Devstral?▼

To run security analysis, provide the target file path to the Devstral 2 invocation interface to automatically execute an adversarial review and generate a JSON findings report.

Does Devstral code review require any specific dependencies or environment setup?▼

Devstral code review operates via NVIDIA NIM and requires no external dependencies or components, allowing rapid, repeatable evaluations directly within code-review workflows.

What is the best way to integrate adversarial review into an existing code-review workflow?▼

The best way to integrate adversarial review is to automate file path submission to the AI assessment tool, capturing the returned JSON issues and scores to gate or inform your remediation pipeline.

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