TitleCurator – Auto-rename AI coding sessions

Keeps Codex, Cursor, and similar AI coding session titles in sync with their content

Problem

When using AI coding tools, session titles stay stuck on the original 'help me look at this' even after the conversation moves to a new goal, making old sessions hard to find. Someone built a Codex skill for this, showing it's a cross-tool pain point, not a Codex-only issue.

Solution

A cross-tool session title manager that watches local session records, uses a local small model or simple heuristics to rename outdated titles, and supports topical archiving. Users can search for 'settlement timeout fix' instead of recalling the original prompt.

Users

Developers and teams who heavily use Codex, Cursor, Claude Code, and similar AI coding tools

MVP

Watch local session directories; detect title-content mismatch; generate new titles with a local small model; manual confirm or auto-apply; search history by project or topic

Revenue

Free open-source core plus a Pro version with multi-device sync, shared team title libraries, and advanced search

Why now

AI coding sessions are exploding in volume, yet session management in most tools is crude; local small models and file watching let indie developers build a universal tool without platform APIs