Which AI model does this skill use for analysis?

This skill utilizes Gemini Flash 2.0 for fast and cost-effective post-hoc analysis of your session transcripts.

Can I process multiple sessions at once?

Yes, the skill includes a batch mode that can find and process up to five sessions that have transcripts but no existing insights.

Where are the generated insights stored?

Insights are saved as JSON files in your local session directory, and key summaries are synced to your Personal Knowledge Base (PKB) for future retrieval.

Will this skill overwrite my existing summaries?

No, the skill includes a safety check that prompts for user confirmation before overwriting or merging with any existing insight files.

What does the Session Insights skill do?

It analyzes your Claude Code transcripts to create structured summaries, track accomplishments, and identify learning patterns from your coding sessions.

Session Insights Analysis

Name: Session Insights Analysis
Author: nicsuzor

bynicsuzor

0•

分析と監視

Generates comprehensive post-session insights and performance metrics from Claude Code transcripts using Gemini AI.

This skill automates the post-hoc analysis of Claude Code sessions by transforming raw transcripts into structured JSON insights. By leveraging Gemini Flash 2.0, it extracts key accomplishments, learning observations, and framework compliance data, which are then synced to a Personal Knowledge Base (PKB) for semantic search. It is an essential tool for developers and researchers who need to track project progress, identify recurring context gaps, and maintain a searchable history of AI-assisted technical decisions across multiple coding sessions.

主な機能

01Structured JSON output including accomplishments, gaps, and metrics

02Semantic search integration via PKB (Personal Knowledge Base) sync

030 GitHub stars

04Batch processing mode for analyzing multiple sessions simultaneously

05Automated transcript-to-insight conversion using Gemini Flash 2.0

06Framework compliance tracking and user satisfaction analysis

ユースケース

01Generating automated progress logs and accomplishments for daily stand-ups

02Building a long-term searchable memory of technical learnings and architectural decisions

03Auditing AI coding sessions for best practice and framework compliance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nicsuzor/academicops session-insights

For use in Claude.ai and ChatGPT

Download Skill