What is the Session Title Optimizer skill?

It is a specialized extension for Claude Code that automatically names your coding sessions based on the specific work and context found in your transcripts.

Does it handle multiple topics in one session?

Yes, the skill features focus-shift detection that tracks context changes and applies numeric prefixes to help you navigate multi-task sessions.

How does the prompt evolution feature work?

It uses GEPA-inspired mutation to analyze title generation failures and propose targeted prompt changes, ensuring titles become more accurate over time.

Can I manually adjust the generated titles?

Yes, the skill includes an interactive /rate-title workflow where you can confirm, score, or provide better suggestions for titles.

Where is my session feedback data stored?

All generation history, pending feedback, and scored titles are stored locally in your ~/.claude directory in JSONL format for privacy and persistence.

Session Title Optimizer

Name: Session Title Optimizer
Author: fairchild

byfairchild

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생산성 및 워크플로

Automates the generation and optimization of context-aware session titles through an intelligent feedback and evolution loop.

This skill streamlines the organization of Claude Code sessions by automatically generating concise, active-voice titles based on transcript analysis. Beyond simple generation, it implements a sophisticated lifecycle including automated quality evaluation, human-in-the-loop rating, and GEPA-inspired prompt evolution to continuously improve title accuracy. By tracking focus shifts and maintaining a golden dataset for regression testing, it ensures that your project history remains searchable, meaningful, and highly organized for better development workflows.

주요 기능

01Context-aware title generation using session transcript analysis

02Golden dataset tooling for regression testing and performance evaluation

031 GitHub stars

04Dual-perspective rating system combining AI judging with human calibration

05Automatic focus-shift detection with versioned session numbering

06GEPA-inspired prompt evolution for iterative title quality improvement

사용 사례

01Improving the clarity of session history for better team collaboration and tracking

02Organizing large development projects with hundreds of distinct coding sessions

03Building high-quality training datasets for fine-tuning title generation models

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add fairchild/dotclaude session-titles

For use in Claude.ai and ChatGPT

Download Skill