Evaluate AI personal assistant performance with structured scoring and owner feedback.
npx skills add https://github.com/netanel-abergel/pa-skills --skill pa-eval
Please help me install this Agent Skill. Skill: pa-eval Source: https://github.com/netanel-abergel/pa-skills/tree/main/skills/pa-eval Command: npx skills add https://github.com/netanel-abergel/pa-skills --skill pa-eval
PA agents need regular, objective performance reviews to identify gaps, track improvements, and ensure reliable operation for owners.
Ask the PA to run the pa‑eval skill and produce today’s performance evaluation.
High-intent search queries and answers about installing and using this skill.
You can systematically score your AI personal assistant's performance by applying structured scoring rubrics across ten dimensions. This generates daily, weekly, and monthly aggregation reports to identify operational gaps and track improvements.
You can automate daily self-evaluations and alerts for your AI PA agent by setting up an automated cron. The system triggers self-evaluations and sends alerts when performance scores drop below predefined thresholds.
Yes, you can generate monthly performance reports in markdown and JSONL formats. The evaluation process writes these files directly to your workspace, logging owner feedback signals and mapping low scores to actionable improvements.
To set up performance scoring and owner feedback, you need access to evaluation templates and scoring rubrics. The workspace must also support the ability to write JSONL and markdown files for generating reports.
Automated PA evaluation supports continuous optimization through nightly self-evaluations and automated cron setups. It maps low scores to actionable skill improvements and logs owner feedback, reducing the need for manual performance checks.
The best way to map low performance scores to actionable skill improvements is through structured evaluation templates. The system logs owner feedback signals and automatically translates low scores into targeted optimization actions.
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