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operator-scorecard

Generate a weekly operator scorecard summarizing agent health, community growth, and economic activity.

6|2|Updated May 21, 2026
Search Tags:#autonomous agents#synthesis#quality monitoring#agent ops#weekly reporting#community metrics#token activity
One-click install
npx skills add https://github.com/anajuliabit/aeon --skill operator-scorecard
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: operator-scorecard
Source: https://github.com/anajuliabit/aeon/tree/main/skills/operator-scorecard
Command: npx skills add https://github.com/anajuliabit/aeon --skill operator-scorecard

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill answers the operator’s weekly question—“was this week worth it?”—by synthesizing agent health, community growth, and economic activity into a single readable scorecard.

Core Features & Use Cases

  • Weekly three-lane scorecard: Produces an agent health, community growth, and economic activity summary in a fixed structure for fast operator scanning.
  • Synthesis-only from existing skill outputs: Pulls numbers from other repo articles and memory logs, degrading gracefully to avoid fabrication when data is missing.
  • Verdict rollup with clear vocabulary: Computes OK/WATCH/DEGRADED using a worst-of-three approach, aligning terminology with heartbeat-style P-flag semantics.
  • Operator delivery artifacts: Writes the canonical markdown article and a dashboard JSON spec, and optionally sends a notification.

Quick Start

Run operator-scorecard with var set to dry-run to generate the weekly scorecard artifacts without sending a notification, or leave var empty to run normally for the default 7-day window.

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 agent health scorecard for autonomous operations?▼

To generate a weekly agent health scorecard, run the operator-scorecard skill with var set to dry-run for a preview without notifications, or leave var empty to process the default 7-day window and emit notification artifacts.

What is the worst-of-three verdict semantics for agent health monitoring?▼

Worst-of-three verdict semantics compute an overall OK, WATCH, or DEGRADED status by taking the lowest score among agent health, community growth, and economic activity lanes, aligning with heartbeat P-flag terminology.

How do I handle missing analytics data when generating weekly agent reports?▼

Missing analytics data is handled gracefully during synthesis by returning an INSUFFICIENT_DATA state, ensuring the weekly agent report degrades safely without fabricating numbers from incomplete upstream inputs.

Does operator scorecard reporting require any external API calls?▼

Operator scorecard reporting requires no external API calls, relying strictly on local-only file scanning to assemble repo pulse deltas, token distribution logs, and memory data into the weekly summary.

What file formats are produced by the weekly agent operator report?▼

The weekly agent operator report produces a canonical markdown article named articles/operator-scorecard-${today}.md and a dashboard JSON spec at dashboard/outputs/operator-scorecard.json for operator delivery.

Can I use agent ops scorecards for unattended autonomous-agent operations?▼

Agent ops scorecards are designed specifically for unattended autonomous-agent operations, applying deterministic arithmetic rollups to assemble community metrics and token activity into a Monday-style notification artifact.

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