context-aggregator

Name: context-aggregator
Availability: InStock
Author: winsorllc

Aggregate conversation history, file operations, and token usage into unified session summaries.

1|Updated Feb 25, 2026

Search Tags:#logs #reporting #conversation history #summary #cost tracking #file operations

Ready to run

npx skills add https://github.com/winsorllc/upgraded-carnival --skill context-aggregator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: context-aggregator
Source: https://github.com/winsorllc/upgraded-carnival/tree/main/.pi/skills/context-aggregator
Command: npx skills add https://github.com/winsorllc/upgraded-carnival --skill context-aggregator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill consolidates conversation history, file operations, and token usage into comprehensive reports, providing a clear overview of agent activity and resource consumption.

Core Features & Use Cases

Unified Reporting: Combines diverse session data into a single, coherent summary.
Usage Tracking: Monitors token consumption and estimated costs.
Audit Trails: Creates detailed records of agent actions for review and compliance.
Use Case: After a complex job is completed, use this Skill to generate a final report detailing all actions taken, files modified, and the total cost incurred.

Quick Start

Generate a full session summary using the context-aggregator skill.

Frequently Asked Questions about context-aggregator

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

FAQPage Schema

How do I generate a session summary from JSONL logs?▼

To generate a session summary from JSONL logs, parse the logs to extract conversation history, file operations, and token usage data, then aggregate this data into a comprehensive report detailing agent activity and resource consumption.

What is the best way to track token usage and estimated costs for an agent job?▼

The best way to track token usage and estimated costs is to aggregate token consumption data from session logs into a unified report, providing a clear overview of total resource consumption and incurred costs.

How do I create an audit trail of agent file operations and conversation history?▼

Create an audit trail by consolidating conversation history and file operations into detailed records, which provides a comprehensive overview of agent actions for compliance review and progress updates.

Can I use aggregated session data for job completion reporting?▼

Yes, you can use aggregated session data for job completion reporting by combining diverse session metrics into a single coherent summary that details all actions taken and files modified.

Does generating a unified session summary require parsing specific log formats?▼

Generating a unified session summary requires parsing JSONL logs to extract session, file, and usage data, which is then consolidated into comprehensive reports for cost analysis and audit trails.