session-logs

You can search past chat session logs using jq and rg to query JSONL files mapped by a standardized sessions.json structure. This approach lets you scan multiple sessions to locate relevant historical conversations and extract context by keyword, date, or participant.

Yes, you can extract and summarize user messages from historical JSONL transcripts. By applying jq filters to the session logs, the Skill isolates key messages and summarizes context from user and assistant roles to support memory recall or build audit trails.

Yes, you need jq and rg installed to analyze JSONL session logs with this approach. These command-line dependencies are required to execute queries and filter the standardized JSONL transcript structure defined in the sessions.json file.

The best way to retrieve context from older conversations is to query the standardized sessions.json and associated JSONL files. This method scans historical transcripts to fetch and present the most relevant excerpts from past chats when a user references prior decisions.

Searching session logs with jq works for building audit trails by extracting key messages from user and assistant roles. It locates and interprets insights from your own JSONL transcripts, enabling quick recall of prior conversations and decisions for audit purposes.

You should not use jq to search JSONL chat logs if your session data does not follow the standardized sessions.json structure or lacks JSONL formatting. This approach relies on that specific structural consistency to accurately locate and interpret past conversation insights.