context-aggregator

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

1|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/winsorllc/upgraded-carnival --skill context-aggregator
Or copy as Structured Prompt for Agent
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.