ops-insight

Consolidate CTOX runtime state into durable operational scorecards and decision briefs.

2|Updated Apr 12, 2026
One-click install
npx skills add https://github.com/metric-space-ai/ctox --skill ops-insight
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ops-insight
Source: https://github.com/metric-space-ai/ctox/tree/main/skills/system/host_ops/ops-insight
Command: npx skills add https://github.com/metric-space-ai/ctox --skill ops-insight

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

CTOX's operational substrate yields a sprawling runtime state that is hard to navigate for decisions. Ops Insight condenses queue state, plans, schedules, incidents, resource pressure, and change results into compact, durable scorecards and decision briefs to support timely, evidence-based reviews and effective prioritization of work.

Core Features & Use Cases

  • Produce a durable scorecard, a concise decision brief, a prioritized backlog, and a dashboard view from the existing CTOX substrate and host facts.
  • Enable daily or weekly operational reviews by surfacing risk signals, focus areas, and actionable next steps across tickets, plans, and runs.
  • Acts as a governance view that can be fed into automation or escalation workflows and referenced by operators.

Quick Start

Run ops_insight to generate a scorecard from the current CTOX runtime state.

Frequently Asked Questions about ops-insight

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

FAQPage Schema
How do I generate an operational scorecard from runtime state data?

To generate an operational scorecard from runtime state data, run the ops_insight skill to consolidate CTOX queue, plans, schedules, and incidents into a durable scorecard and decision brief from the shared SQLite kernel.

What is a decision brief and when do I need it for operational reviews?

A decision brief is a concise summary of operational risk signals and focus areas. You need it for daily or weekly operational reviews to support evidence-based prioritization and timely escalation across tickets and plans.

Can I use dashboard views to monitor incidents and resource pressure?

Yes, you can use dashboard views to monitor incidents and resource pressure. The skill condenses cross-cut CTOX state into dashboard views and priority backlogs to surface actionable risk signals.

What's the best way to consolidate queue state and schedules into a prioritized backlog?

The best way to consolidate queue state and schedules into a prioritized backlog is applying the ops_insight skill, which extracts cross-cut runtime state from the SQLite kernel to produce a prioritized backlog and dashboard view.

Do I need a SQLite kernel to produce operational risk summaries?

Yes, you need a shared SQLite kernel to produce operational risk summaries. The skill gathers CTOX runtime state via the skill_key ops_insight from this kernel to generate scorecards and decision briefs.

Why use operational summaries instead of raw runtime state for governance reviews?

Use operational summaries instead of raw runtime state for governance reviews because the sprawling runtime state is hard to navigate. Compact scorecards condense change results and resource pressure into evidence-based reviews.