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orient

Assess agent state, prioritize tasks, and identify mission gaps.

46|5|Updated Mar 7, 2026
Search Tags:#workflow#research#task management#ai agent#prioritization#assessment
One-click install
npx skills add https://github.com/victoriacity/openakari --skill orient
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: orient
Source: https://github.com/victoriacity/openakari/tree/main/.claude/skills/orient
Command: npx skills add https://github.com/victoriacity/openakari --skill orient

SYSTEM DOCUMENTATION & REQUIREMENTS

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

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.

Frequently Asked Questions about orient

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

FAQPage Schema
How do I assess an AI agent's current state and prioritize its next task?▼

Assess an AI agent's current state by initiating a comprehensive review of project status, recent activity, and efficiency metrics, which ranks available tasks to recommend the highest-leverage next action.

What is the best way to identify mission gaps in autonomous research workflows?▼

Identify mission gaps in autonomous research workflows by evaluating project objectives against current progress, an assessment that detects unmet goals and automatically creates tasks to address them.

Can I run a fast task prioritization assessment for my AI agent?▼

You can run a fast task prioritization assessment for your AI agent, as the system supports both fast and full assessment modes to evaluate project status and recommend next actions based on ranking criteria.

How does task prioritization work for cross-session AI workflows?▼

Task prioritization for cross-session AI workflows works by tracking detailed reporting on budget, external work, and cross-session patterns to flag inefficiencies and align tasks with overarching project goals.

Do I need external dependencies to monitor AI agent efficiency metrics?▼

You do not need external dependencies to monitor AI agent efficiency metrics, as the skill operates with zero dependencies to gather situational awareness and track key performance indicators internally.

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