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.