operator-scorecard

Synthesize weekly agent health, community growth, and economic signals into an operator scorecard.

Updated Jun 3, 2026

Search Tags:#dashboard #operator #scorecard #data-synthesis #community-growth #agent-health #economic-activity

Ready to run

npx skills add https://github.com/swarm-ai-research/aeon --skill operator-scorecard-swarm-ai-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: operator-scorecard
Source: https://github.com/swarm-ai-research/aeon/tree/main/skills/operator-scorecard
Command: npx skills add https://github.com/swarm-ai-research/aeon --skill operator-scorecard-swarm-ai-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill aggregates and formats weekly operational signals from multiple internal skills to answer the question "was this week worth it?" in a single, shareable digest.

Core Features & Use Cases

Synthesize agent health metrics from skill-analytics, heartbeat, and issues trackers into a compact summary.
Aggregate community growth signals (stars, forks, new contributors, notable mentions) to reflect external engagement.
Compile economic activity data (AEON distribution, token performance) into a single verdict-driven briefing.
Produce a dashboard spec and a Markdown article for operator notification.

Quick Start

Run the operator-scorecard at the end of each week to generate the weekly health, growth, and economy summary.

Frequently Asked Questions about operator-scorecard

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

FAQPage Schema

How do I generate a weekly operational scorecard from internal agent data?▼

Generate a weekly operational scorecard by synthesizing internal agent health, community growth, and economic activity signals into a concise text brief, markdown article, and dashboard spec. The skill reads existing memory logs and skill articles to assemble the summary.

What is a health, growth, and value scorecard for weekly operator briefings?▼

A health, growth, and value scorecard is a weekly digest that aggregates agent health metrics, community growth signals, and economic activity data into a single shareable report answering whether the week was productive.

Can I compile community growth and economic activity metrics without external API calls?▼

Yes, you can compile community growth and economic activity metrics without external services. The scorecard relies entirely on existing internal artifacts, reading memory logs and skill articles to synthesize the data.

What's the best way to aggregate agent health signals from multiple skill trackers?▼

Aggregate agent health signals by reading the latest skill articles and memory logs from skill-analytics, heartbeat, and issues trackers. The scorecard compiles these internal artifacts into a compact summary with a verdict-driven briefing.

Do I need existing dashboard artifacts to run the weekly scorecard synthesis?▼

Yes, you need existing artifacts. The scorecard relies on articles, memory logs, and dashboard artifacts generated by prior skills, reading them to produce a text summary, article, and dashboard spec.

Why does my weekly scorecard not include recent economic activity data?▼

The weekly scorecard may miss recent economic activity data if the underlying skill articles or memory logs containing AEON distribution and token performance metrics have not been generated or updated prior to running the synthesis.