Diagnose multi-service agent systems and generate health reports.
npx skills add https://github.com/grigb/gas-prompt-library --skill pa-doctor
Please help me install this Agent Skill. Skill: pa-doctor Source: https://github.com/grigb/gas-prompt-library/tree/main/agents/agent-pa-doctor Command: npx skills add https://github.com/grigb/gas-prompt-library --skill pa-doctor
This skill addresses the degradation of AI agent performance, architectural drift, and lack of continuity in complex, long-running agentic systems by providing a rigorous diagnostic and maintenance framework.
Invoke the pa-doctor skill to run a full system diagnostic and generate a health report for your current agent environment.
High-intent search queries and answers about installing and using this skill.
To diagnose AI agent performance degradation, run automated health checks on runtime, gateway, and dashboard services to identify bottlenecks or failures. This process collects system vitals to pinpoint architectural drift in complex, long-running agentic systems.
Architectural drift occurs when an agent's operational reality diverges from the owner's long-term strategic vision. You should check for it through structured context management when complex personal agent systems experience a lack of continuity over long-running sessions.
Proactive maintenance involves tracking system vitals, logging session history, and managing a treatment tracker. This resolves recurring system conditions before they impact performance, ensuring alignment across multi-service environments.
Yes, agent health checks require access to local system logs, process management tools, and a structured knowledge base of architectural baselines. These dependencies are necessary to execute automated vitals collection and generate a health report.
The best way to align agent behavior with strategic goals is vision stewardship, which uses structured context management. It ensures the operational reality of complex personal agent systems remains aligned with owner-defined strategic objectives over time.
Your personal agent lacks continuity due to the degradation of AI agent performance and architectural drift. A rigorous diagnostic and maintenance framework resolves this by tracking vitals and managing session history across multi-service environments.
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