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retrospecting

Generate structured retrospective reports from Claude Code session data.

129|15|Updated Oct 21, 2025
Search Tags:#feedback#retrospective#continuous improvement#workflow optimization#session analysis#git analysis#claude logs
One-click install
npx skills add https://github.com/bitwarden/ai-plugins --skill retrospecting
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: retrospecting
Source: https://github.com/bitwarden/ai-plugins/tree/main/plugins/claude-retrospective/skills/retrospecting
Command: npx skills add https://github.com/bitwarden/ai-plugins --skill retrospecting

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq, and includes scripts (resource) components.

What problem does it solve?

Manually conducting detailed retrospectives after coding sessions is time-consuming and often overlooked. This Skill automates the analysis of your Claude Code sessions, providing structured reports that help you identify successful patterns, pinpoint challenges, and continuously improve your workflow.

Core Features & Use Cases

  • Multi-Source Analysis: Integrates data from git history, Claude Code session logs, project files, and user feedback for a holistic view.
  • Quantitative & Qualitative Insights: Generates metrics on session scope, quality, and efficiency, alongside qualitative insights into workflow patterns and communication effectiveness.
  • Actionable Recommendations: Provides prioritized, evidence-based recommendations for immediate and long-term improvements, including suggestions for updating Claude's configuration.
  • Use Case: After completing a complex feature, run a comprehensive retrospective to understand what went well, what caused friction, and get specific recommendations to optimize your future AI-assisted development sessions.

Quick Start

Use the retrospecting skill to do a quick retrospective on what we just accomplished.

Frequently Asked Questions about retrospecting

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

FAQPage Schema
How do I generate a retrospective report from my Claude Code session?▼

A retrospective report analyzes your Claude Code session data—including git history, logs, and code metrics—to produce structured insights on what worked, what caused friction, and actionable improvements. Run the retrospecting Skill after completing your session to get quick, standard, or comprehensive reports with evidence-based recommendations.

What data sources does a session retrospective analyze?▼

Session retrospectives integrate git history, Claude Code session logs, project files, and user feedback into a single holistic analysis. This multi-source approach generates both quantitative metrics on scope and quality and qualitative insights into workflow patterns and communication effectiveness.

Can I use retrospectives to improve my Claude configuration?▼

Yes. Retrospectives produce prioritized, evidence-based recommendations that include specific suggestions for updating Claude's configuration based on patterns and friction points identified in your session data.

What's the difference between quick, standard, and comprehensive retrospectives?▼

Retrospectives support depth control across three modes. Quick retrospectives provide fast feedback on session scope and efficiency; standard retrospectives add workflow pattern analysis; comprehensive retrospectives include detailed quality metrics, communication effectiveness, and long-term improvement strategies.

How are retrospective reports stored and tracked?▼

Generated retrospectives are stored with full traceability, allowing you to track improvements over time and reference past analyses when optimizing your workflow or Claude's configuration.

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