learn-from-session

Name: learn-from-session
Availability: InStock
Author: doodledood

Analyze Claude Code sessions and generate structured improvement reports.

70|9|Updated Jan 27, 2026

Search Tags:#analyze #evidence-based #session-analysis #skill-improvement #workflow-analysis #session-review

Ready to run

npx skills add https://github.com/doodledood/manifest-dev --skill learn-from-session

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: learn-from-session
Source: https://github.com/doodledood/manifest-dev/tree/main/.claude/skills/learn-from-session
Command: npx skills add https://github.com/doodledood/manifest-dev --skill learn-from-session

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze Claude Code sessions to identify what went well and what could be improved, then proposes high-confidence skill enhancements to improve future sessions and reduce rework.

Core Features & Use Cases

Analyze sessions to surface successes and failures with evidence, enabling targeted skill improvements.
Generate a structured, actionable report that highlights iteration points, user corrections, workflow deviations, and missing questions.
Output concrete recommendations with counterfactual reasoning to guide skill enhancements and prevent similar issues in the future.

Quick Start

Provide a session UUID or session.jsonl path to analyze a Claude Code session and receive a structured improvement report.

Frequently Asked Questions about learn-from-session

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

FAQPage Schema

How do I analyze Claude Code sessions to identify workflow deviations and user corrections?▼

To analyze Claude Code sessions for workflow deviations, you can provide a session UUID or a session.jsonl file path. The tool reviews the session traces to identify iterations, missing questions, and post-implementation fixes, generating a structured report for skill improvements.

What is session analysis for skill improvement and how does it work?▼

Session analysis for skill improvement is the process of reviewing session traces to evidence what went well and what failed. It works by examining iterations and workflow deviations, then proposing high-confidence enhancements with counterfactual reasoning to prevent future rework.

Can I use a session UUID to generate an actionable workflow analysis report?▼

Yes, you can use a session UUID as input to generate an actionable workflow analysis report. The system processes the identifier to surface evidence-based recommendations and counterfactual reasoning for targeted skill enhancements.

Does session review require a specific file format to propose evidence-based recommendations?▼

Session review requires either a valid session UUID or a direct path to a session.jsonl file. These inputs provide the necessary session traces for the system to extract evidence and propose high-confidence skill enhancements.

What's the best way to turn session traces into high-confidence skill enhancements?▼

The best way to turn session traces into high-confidence skill enhancements is to analyze iterations and post-implementation fixes using evidence-based review. This approach surfaces targeted improvements with counterfactual reasoning to effectively reduce future rework.

Why should I analyze post-implementation fixes and missing questions from a session.jsonl file?▼

Analyzing post-implementation fixes and missing questions from a session.jsonl file is necessary to identify workflow deviations and user corrections. This evidence-based review generates targeted recommendations to prevent similar issues in future sessions.