ultracode

Name: ultracode
Availability: InStock
Author: ashneil12

Orchestrate multiple subagents to analyze codebases and verify findings against deterministic ground-truth.

Updated Jun 1, 2026

Search Tags:#codebase analysis #design evaluation #vulnerability detection #multi-agent orchestration #adversarial verification

Ready to run

npx skills add https://github.com/ashneil12/hermes-ultracode --skill ultracode-ashneil12

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ultracode
Source: https://github.com/ashneil12/hermes-ultracode/tree/main/skill
Command: npx skills add https://github.com/ashneil12/hermes-ultracode --skill ultracode-ashneil12

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive analysis of codebases or research tasks by orchestrating a multi-agent system that performs tasks like decomposition, fan-out, adversarial verification, and synthesis.

Core Features & Use Cases

Multi-Agent Orchestration: Parallel processing of tasks across multiple subagents.
Adversarial Verification: Ensures the accuracy of findings by verifying them against a deterministic ground-truth scan.
Synthesis: Combines the results from multiple subagents into a coherent output.
Use Case: Use ultracode to perform a thorough audit of a large codebase, automatically finding and verifying security vulnerabilities, or to analyze the design of a complex software system.

Quick Start

Run the ultracode skill to perform an in-depth analysis of the codebase located at '/path/to/repository'.

Frequently Asked Questions about ultracode

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

FAQPage Schema

How do I perform a comprehensive codebase analysis to find security vulnerabilities?▼

Comprehensive codebase analysis is performed by orchestrating multiple subagents that handle task decomposition, parallel processing, and adversarial verification to automatically find and validate security vulnerabilities.

What is multi-agent orchestration for software design evaluation?▼

Multi-agent orchestration for software design evaluation uses parallel subagents to analyze complex systems, verifying their findings against deterministic ground-truth scans to ensure accuracy before synthesizing the results.

How do I run an in-depth audit of a large codebase automatically?▼

You run an in-depth audit of a large codebase automatically by executing the skill against your repository path, triggering parallel processing across subagents for vulnerability detection and design evaluation.

Does parallel codebase analysis require specific dependencies or environments?▼

Parallel codebase analysis requires a comprehensive set of tools and Python for parallel processing, but operates without external dependencies to orchestrate subagents and verify findings against deterministic ground-truth.

What is the best way to verify detected vulnerabilities in a complex software system?▼

The best way to verify detected vulnerabilities is through adversarial verification, which cross-references subagent findings against a deterministic ground-truth scan before synthesizing the final output.

When should I not use multi-agent orchestration for codebase analysis?▼

You should avoid multi-agent orchestration for codebase analysis on simple or trivial codebases, as the overhead of parallel subagent processing and adversarial verification is intended for complex software analysis tasks.