session-logs

Parse and summarize conversation history from session JSONL files.

2|1|Updated Jan 28, 2026
One-click install
npx skills add https://github.com/zhangziliang04/moltbot_deepseek --skill session-logs-zhangziliang04
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: session-logs
Source: https://github.com/zhangziliang04/moltbot_deepseek/tree/main/skills/session-logs
Command: npx skills add https://github.com/zhangziliang04/moltbot_deepseek --skill session-logs-zhangziliang04

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Consolidates and analyzes your complete conversation history stored in session JSONL files to surface context that is not kept in memory.

Core Features & Use Cases

  • Retrieve and summarize past conversations by session or date to inform current decisions.
  • Inspect user and assistant messages, timestamps, and per-session costs for auditing and analytics.
  • Filter, search, and export insights from historical chats to support knowledge continuity.

Quick Start

Ask it to summarize the most recent session from the local sessions directory.

Frequently Asked Questions about session-logs

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

FAQPage Schema
How do I search and extract past conversation history from local JSONL files?

To search conversation history from JSONL files, this Skill parses local session logs using jq to extract user messages, assistant responses, and timestamps. It retrieves context beyond standard memory limits by accessing the local sessions directory.

Can I analyze per-session usage data and costs from prior chat logs?

Yes, you can analyze per-session usage data and costs from prior chat logs. The Skill inspects historical session JSONL files to extract timestamps and usage metrics, supporting auditing and analytics for your conversations.

What is the best way to summarize my most recent agent conversation session?

The best way to summarize your most recent conversation session is to request a summary from this Skill. It locates and reads the latest session JSONL file from the local sessions directory to surface historical context quickly.

Do I need jq installed to parse session logs and retrieve conversation context?

Yes, jq is required to parse session logs and retrieve conversation context. The Skill uses jq to filter and summarize JSONL data, while rg is an optional dependency for text search capabilities across your historical chats.

How does conversation history retrieval work when memory does not retain enough context?

Conversation history retrieval works by parsing complete session JSONL files stored locally. When memory lacks context, the Skill filters historical user and assistant messages using jq to extract relevant prior chat data for continuity.