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Session Review

Analyze agent sessions to detect tool failures and retry patterns.

9|3|Updated Apr 16, 2024
Search Tags:#debugging#reliability#session analysis#agent review#error patterns#tool failures
One-click install
npx skills add https://github.com/keiretsu-labs/kubernetes-manifests --skill session-review-keiretsu-labs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Session Review
Source: https://github.com/keiretsu-labs/kubernetes-manifests/tree/main/openclaw/workspaces/main/skills/session-review
Command: npx skills add https://github.com/keiretsu-labs/kubernetes-manifests --skill session-review-keiretsu-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps identify and diagnose recurring problems within agent sessions, such as tool failures, inefficient retry patterns, knowledge gaps, and configuration drift, leading to improved agent reliability and performance.

Core Features & Use Cases

  • Failure Analysis: Detects tool call errors, command failures, and incorrect tool usage.
  • Pattern Recognition: Identifies retry loops, repeated failed attempts, and signs of agent confusion.
  • Knowledge Gap Identification: Pinpoints instances where the agent lacked necessary information or used outdated references.
  • Context Management: Flags issues related to hitting context limits or session timeouts.
  • Use Case: Regularly review agent sessions to proactively identify and fix issues before they impact users, ensuring smoother and more reliable agent operations.

Quick Start

Use the session review skill to analyze agent sessions from the last 24 hours for any tool failures or retry patterns.

Frequently Asked Questions about Session Review

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

FAQPage Schema
How do I analyze agent sessions for tool failures and retry patterns?▼

Agent session analysis detects tool call errors, command failures, and inefficient retry loops by reviewing session history data, producing a categorized report with severity ratings and proposed fixes to improve reliability.

Why does my agent get stuck in retry loops and hit context limits?▼

Agents hit context limits and enter retry loops due to knowledge gaps, configuration drift, or task confusion. Analyzing session history flags these specific instances to pinpoint the root cause and apply proposed fixes.

What is the best way to diagnose recurring agent reliability issues?▼

Diagnosing recurring agent reliability issues involves identifying tool failures, repeated failed attempts, and knowledge gaps within session data, generating a categorized report with severity ratings to proactively resolve operational problems.

How do I review agent sessions to detect configuration drift and knowledge gaps?▼

Reviewing agent sessions to detect configuration drift and knowledge gaps requires gathering session data using built-in session history tools, flagging instances where the agent used outdated references or lacked necessary information.

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