rlxp-audit-task

What problem does it solve?

This Skill turns an RL codebase into a clear, evidence-backed task definition so you can align a user objective with the implemented environment, reward, and evaluation setup before any optimization begins.

Core Features & Use Cases

• Task Discovery: Inspects entrypoints, configs, reward logic, termination conditions, curriculum, domain randomization, logging, checkpoints, and metrics to infer the actual task.
• Scoped Documentation: Produces a task-specific task card and adapter draft so the repository can support a new task_id without mixing objectives.
• Safe Research Workflow: Helps when the reward structure is unclear, the evaluation protocol needs mapping, or a new RL study must be defined without launching training.
• Example Use Case: A researcher drops in an unfamiliar RL repository and uses this Skill to document the task, capture open questions, and prepare the project for contract-based experiment planning.

Quick Start

Ask the skill to audit the repository for the target RL objective and generate a task card, adapter draft, and open questions without running any training jobs.