orient

What problem does it solve?

This Skill helps AI agents quickly understand their current operational context and identify the most valuable next action to take, preventing wasted effort and ensuring progress on high-priority goals.

Core Features & Use Cases

• Situational Awareness: Gathers critical information about the project's status, recent activity, and resource utilization.
• Task Prioritization: Ranks available tasks based on impact, dependencies, and alignment with project goals.
• Mission Gap Identification: Detects and creates tasks for any unmet project objectives.
• Efficiency Monitoring: Tracks key performance indicators to identify and flag potential inefficiencies.
• Use Case: An autonomous research agent uses this Skill at the start of each session to determine whether to continue an ongoing experiment, address a newly discovered research gap, or fix a critical bug that's blocking progress.

Quick Start

Run the orient skill with the 'full' argument to perform a comprehensive assessment of the current project state and task queue.