red-queen

Run a deterministic Red Queen loop to generate and validate adversarial test commands.

1|Updated Feb 17, 2026
One-click install
npx skills add https://github.com/lprior-repo/claude-skills --skill red-queen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: red-queen
Source: https://github.com/lprior-repo/claude-skills/tree/main/red-queen
Command: npx skills add https://github.com/lprior-repo/claude-skills --skill red-queen

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The Red Queen framework provides deterministic, adversarial QA to stress-test Rust projects by continuously generating and validating test commands, hunting regressions, and strengthening the codebase against failures.

Core Features & Use Cases

  • Deterministic adversarial QA loop that evolves test commands to probe weaknesses in code and tests.
  • Lineage tracking and gate-based scoring to ensure fixes endure across generations.
  • CLI-driven pipeline (spec-mine, quality_gate, landscape, lineage_replay) for end-to-end regression hunting.

Quick Start

Initialize a Red Queen session, register promises, claim the task, and start the generation loop to evolve and defend your codebase.

Frequently Asked Questions about red-queen

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

FAQPage Schema
How do I automate adversarial testing for a Rust codebase?

Adversarial testing for a Rust codebase is automated by running a deterministic Red Queen loop that continuously generates and validates test commands to expose weaknesses. It uses a CLI-driven pipeline including spec_mine, quality_gate, landscape, and lineage_replay.

What is lineage validation in regression hunting?

Lineage validation in regression hunting ensures that software fixes endure across generations by tracking test command evolution. The framework applies gate-based scoring and lineage replay to validate that codebase defenses hold up against continuous adversarial stress.

How do I stress test CLI tools using deterministic exit-code evaluation?

Stress testing CLI tools with deterministic exit-code evaluation is achieved by running an automated adversarial QA loop that generates and validates test commands. This deterministic pipeline probes CLI tool weaknesses and hunts regressions through repeatable exit-code scoring.

Does the Red Queen framework require external dependencies for regression hunting?

The Red Queen framework requires no external dependencies for regression hunting, operating as a standalone solution. It runs a deterministic adversarial QA loop directly on software projects to generate, validate, and score test commands without requiring additional libraries.

When do I need an adversarial QA loop instead of standard automated testing?

An adversarial QA loop is needed when standard automated testing is insufficient for aggressive stress testing and regression hunting in Rust codebases. It continuously evolves test commands to defend code against failures, ensuring fixes survive across generations through deterministic lineage validation.