observe

Trace Axiom logs and database state to identify Polaris production issues.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/andreasasprou/polaris --skill observe-andreasasprou
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: observe
Source: https://github.com/andreasasprou/polaris/tree/main/.agents/skills/observe
Command: npx skills add https://github.com/andreasasprou/polaris --skill observe-andreasasprou

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Polaris production problems can be difficult to diagnose; this skill helps trace issues by correlating Axiom logs with the production database to surface root causes and state.

Core Features & Use Cases

  • Trace dispatches, callbacks, and sweeps to identify where a failure occurs.
  • Correlate interactive sessions, reviews, and webhook flows to diagnose stuck or failing processes.
  • Provide guided steps and evidence to resolve production anomalies quickly.

Quick Start

Trace the latest dispatch and follow the callback path to identify the failing step.

Frequently Asked Questions about observe

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

FAQPage Schema
How do I trace stuck Polaris sessions using Axiom logs?

You can diagnose failed Polaris reviews by tracing interlinked logs and database state to inspect dispatch records and callback events, identifying the exact failing step in the review flow.

What is the best way to debug missing webhook callbacks in Polaris?

Trace interactive sessions and webhook flows by correlating Axiom logs with production database state, surfacing root causes for anomalous agent behavior and missing callbacks.

How do I investigate anomalous agent behavior across Polaris sessions?

Yes, you can trace dispatches and sweeps by correlating Axiom request logs with the production database, providing guided steps to identify where a failure occurs in the sweep process.

Does tracing Polaris production issues require database access?

Tracing production issues provides structured guidance and evidence to resolve anomalies, yielding end-to-end traceability from prompt to completion by inspecting logs, dispatch records, and session records.