agent-activity-monitor

收集并可视化代理的各项活动统计数据，包括技能使用情况、执行成功率以及任务耗时等指标。为生态系统的健康状况提供数据驱动的仪表盘。

SKILL.md

--- frontmatter

name: agent-activity-monitor
description: Collects and visualizes statistics regarding the agent's activities, including skill usage, execution success rates, and task duration. Provides a data-driven dashboard for ecosystem health.
status: implemented

Agent Activity Monitor

This skill provides transparency into the "Working Mind" of the agent by tracking and analyzing how it uses the 110+ available skills.

Capabilities

1. Activity Data Collection

•
Parses work/ logs and Git commit history to extract:
- •Skill Frequency: Which skills are used most often.
- •Outcome Tracking: Success vs. failure rates per skill.
- •Task Velocity: Average time taken from "Request" to "Resolution."

2. Dashboard Generation

•Generates a periodic "Agent Activity Report" (Markdown/HTML).
•Visualizes trends in autonomy (e.g., how often autonomous-skill-designer is triggered).

3. Resource & Efficiency Insights

•Estimates token efficiency and identifies skills that might need prompt-optimizer intervention due to high failure rates.

Knowledge Base

•Historical Logs: knowledge/activity-logs/
•Stores structured activity data (JSON) for long-term trend analysis.

Usage

•"Generate a dashboard showing the skill usage statistics for the past 24 hours."
•"Show me which skills have the highest failure rate and need optimization."
•"Visualize our progress over the last week in terms of task completion and autonomy."

Knowledge Protocol

•This skill adheres to the knowledge/orchestration/knowledge-protocol.md. It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.