ai-pi-or-elephant

Identify vulnerable code paths via adversarial review with Elephant Alpha through pi.

Updated Apr 26, 2026
One-click install
npx skills add https://github.com/EndUser123/cc-marketplace --skill ai-pi-or-elephant
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-pi-or-elephant
Source: https://github.com/EndUser123/cc-marketplace/tree/main/plugins/cc-skills-ai-cli/skills/ai-pi-or-elephant
Command: npx skills add https://github.com/EndUser123/cc-marketplace --skill ai-pi-or-elephant

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identify vulnerable code paths through adversarial review with Elephant Alpha via pi.

Core Features & Use Cases

  • Adversarial review: Evaluate code for weaknesses using Elephant Alpha across multiple providers.
  • Structured findings: Returns a JSON score, summary, and issues to guide remediation.
  • Workflow orchestration: Co-ordinates target parsing, model dispatch, output parsing, and synthesis of findings across codebases.

Quick Start

Run a target file through the pi Elephant Alpha flow to obtain a JSON score, summary, and issues.

Frequently Asked Questions about ai-pi-or-elephant

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

FAQPage Schema
What is adversarial code review and how does it identify vulnerable code paths?

Adversarial code review evaluates code for weaknesses by dispatching targets through Elephant Alpha via pi across multiple providers, returning a JSON score, summary, and structured issues to guide remediation.

How do I run a security review on an individual file using multi-provider evaluation?

To run a security review, pass a target file through the pi Elephant Alpha flow, which parses the target, dispatches the review, and returns a JSON score with identified issues and a synthesis of findings.

Can I use this adversarial review approach for code changes across diverse codebases?

Yes, the workflow supports individual files, code changes, and security reviews across diverse codebases by parsing targets and coordinating multi-provider evaluation through Elephant Alpha via pi.

What does the adversarial review output look like for guiding remediation?

The review returns structured JSON findings containing a score, summary, and detailed issues, providing a synthesis of vulnerabilities found to guide your remediation efforts.

Do I need any specific dependencies or environment setup to run Elephant Alpha via pi?

No external dependencies are required; the skill implements a deterministic workflow that handles target parsing, model dispatch to Elephant Alpha via pi, and output parsing internally.