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session-retrospective

Extract actionable learnings from Claude Code sessions via structured retrospective phases.

2|Updated Jan 24, 2026
Search Tags:#implementation#learning#Claude Code#retrospective#prioritization#process-improvement#evidence-analysis
One-click install
npx skills add https://github.com/swannysec/robot-tools --skill session-retrospective
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: session-retrospective
Source: https://github.com/swannysec/robot-tools/tree/main/workflow-toolkit/skills/session-retrospective
Command: npx skills add https://github.com/swannysec/robot-tools --skill session-retrospective

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Iterative reflection, research, and improvement skill for extracting actionable learnings from any Claude Code session. Use after longer sessions to capture process improvements, project improvements, or both. Produces agent-ready context documents for future implementation.

Core Features & Use Cases

  • Structured, phase-based retrospective workflow covering scope selection, session review, evidence gathering, external research, cross-cutting analysis, prioritization, and actionable output.
  • Generates implementation-ready recommendations and context documents for future Claude Code work.
  • Suitable for post-session improvements, ongoing process optimization, and project-specific enhancements.

Quick Start

Example: After a Claude Code session, run this skill to capture what happened, what to improve, and how to implement changes.

Frequently Asked Questions about session-retrospective

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

FAQPage Schema
How do I run a retrospective on a Claude Code session to extract process improvements?▼

Run a structured session retrospective to review your Claude Code session, gather evidence, perform cross-cutting analysis, and produce ready-to-use implementation specifications for future work.

What is the best way to document learnings from frictionful coding sessions?▼

The best way to document learnings from frictionful sessions is using a structured retrospective workflow that captures scope, reviews evidence, researches externally, and prioritizes process improvements into actionable context documents.

Can I generate implementation-ready recommendations after a long Claude Code session?▼

Yes, you can generate implementation-ready recommendations by applying a retrospective workflow that covers evidence gathering, external research, and prioritization to produce context documents for future Claude Code work.

Does this retrospective process support both process and project improvements?▼

Yes, the retrospective process supports identifying both process improvements and project-specific enhancements, allowing you to select scope and capture cross-cutting analysis for either or both goals.

When should I use a structured session retrospective for Claude Code?▼

Use a structured session retrospective after longer or frictionful Claude Code sessions when you need to capture actionable learnings, prioritize improvements, and generate agent-ready context documents for future implementation.

What phases does a Claude Code session retrospective cover?▼

A session retrospective covers phases including scope selection, session review, evidence gathering, external research, cross-cutting analysis, prioritization, and actionable output to produce ready-to-use recommendations.

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