skills:retrospective

Analyze command history and commit logs to plan skill updates.

292|103|Updated Mar 27, 2025
One-click install
npx skills add https://github.com/kagenti/kagenti --skill skills-retrospective
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skills:retrospective
Source: https://github.com/kagenti/kagenti/tree/main/.claude/skills/skills%3Aretrospective
Command: npx skills add https://github.com/kagenti/kagenti --skill skills-retrospective

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps you systematically review your work sessions to identify inefficiencies, skill gaps, and areas for improvement, leading to more productive future sessions.

Core Features & Use Cases

  • Session Analysis: Identifies repeated commands, long debugging cycles, and frequent information lookups.
  • Commit History Review: Analyzes commit logs to detect blind paths and wasted iterations.
  • Skill Inventory: Checks for duplicate, outdated, or poorly structured existing skills.
  • Actionable Planning: Generates a plan for creating, updating, or refactoring skills based on identified gaps.
  • Use Case: After a complex debugging session, run this skill to analyze what went wrong, document the solutions, and create new skills or update existing ones to prevent similar issues in the future.

Quick Start

Run the retrospective skill to analyze the current session and identify areas for improvement.

Frequently Asked Questions about skills:retrospective

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

FAQPage Schema
How do I analyze command history to find agent workflow inefficiencies?

To analyze command history for workflow inefficiencies, run an end-of-session retrospective. It examines command history, commit logs, and existing skill inventory to identify repeated commands and long debugging cycles, generating an actionable plan for skill refactoring.

What is a structured session retrospective for AI agent development?

A structured session retrospective for AI agent development is an end-of-session review that identifies skill gaps and refactoring opportunities. It analyzes observed patterns and commit history to document blind paths, suggesting new or updated skills for continuous improvement.

How do I identify skill gaps after a complex debugging session?

To identify skill gaps after a complex debugging session, analyze commit logs and command history for wasted iterations. This retrospective process documents what went wrong and generates a development plan to create or update skills that prevent similar issues.

Can I check my existing skill inventory for duplicate or outdated skills?

Yes, you can check your existing skill inventory for duplicates or outdated structures. The retrospective analysis reviews your current skills alongside command history to detect inefficiencies and suggests actionable updates or refactoring opportunities.

What's the best way to document blind paths found in commit logs?

The best way to document blind paths in commit logs is through a structured retrospective analysis. It identifies wasted iterations from your commit history and incorporates them into an actionable plan for skill development and maintenance to prevent future repeats.

When should I run a workflow analysis to improve my agent development process?

You should run a workflow analysis at the end of a complex debugging session or development cycle. This retrospective review identifies frequent information lookups and long debugging cycles, generating actionable plans to update skills and address observed patterns.