search

Searches past AI sessions and messages in Taplex data using SQLite's built-in FTS5 text indexing.

Updated Aug 27, 2026

Search Tags:#context #database #search #sessions #conversations #fts5

Ready to run

npx skills add https://github.com/juliuschun/tower --skill search-juliuschun

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: search
Source: https://github.com/juliuschun/tower/tree/main/claude-skills/skills/search
Command: npx skills add https://github.com/juliuschun/tower --skill search-juliuschun

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses the challenge of lost or hard-to-find information within past AI conversations and sessions, enabling users to quickly retrieve valuable context and insights.

Core Features & Use Cases

Full-Text Search: Leverages FTS5 for efficient searching of session names and message content within the tower.db database.
Contextual Retrieval: Provides snippets and summaries of relevant conversations, helping users recall or discover past discussions.
Session Analysis: Allows users to view summaries, costs, and message histories of specific past sessions.
Statistics: Offers insights into database usage, including session counts, costs, and model distribution.
Use Case: A user needs to remember a specific technical decision made during a past AI session about API integration. They can use /search api integration to find the relevant session and its key discussion points.

Quick Start

Search for past conversations about 'database optimization' by typing /search database optimization.

Frequently Asked Questions about search

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

FAQPage Schema

How do I search past AI conversations and retrieve historical context?▼

You can search past AI conversations by running a keyword query against the tower.db database. This Skill leverages FTS5 full-text search to instantly retrieve specific discussion points, session summaries, and historical context from past sessions.

Can I find a specific technical decision from a previous AI session?▼

Yes, you can find specific technical decisions by searching session names and message content. For example, querying a specific phrase like API integration retrieves the relevant past session along with its key discussion points and summaries.

Does this tool provide database statistics and recent session timelines?▼

Yes, the tool provides database statistics and recent session timelines. It offers insights into database usage, including total session counts, costs, and model distribution, alongside a timeline of recent AI sessions.

What is the best way to analyze past AI session histories and costs?▼

The best way to analyze past AI session histories and costs is to use the session analysis feature. It allows users to view summaries, associated costs, and complete message histories of specific past sessions stored in the database.

How does FTS5 full-text search work for finding past discussions?▼

FTS5 full-text search works by indexing session names and message content within the tower.db database. This mechanism enables efficient retrieval of relevant conversation snippets and summaries based on your input keywords.