meta-analyst

To analyze session logs for inefficiencies, the skill ingests local memory files and event databases to automatically reveal trends, bottlenecks, and sub-agent retry patterns. This produces structured insights to optimize your agent workflows.

Yes, you can automate weekly performance reviews by running the weekly analysis across tracked sessions. It synthesizes memory notes and event logs to output actionable improvement suggestions and guide memory maintenance.

The best way to measure sub-agent reliability is by analyzing event databases that track retry patterns. The skill automatically evaluates these logs to guide optimization and improve overall coordination efficiency.

Yes, this session analytics tool requires the better-sqlite3 dependency to ingest and process the local events database. It uses this dependency to read memory files and generate structured efficiency insights.

Memory files from the local workspace directory are ingested alongside session events to perform pattern analysis. The skill synthesizes these artifacts to detect recurring issues and suggest workflow adjustments.

You should avoid automated session log analysis if your workspace lacks sufficient tracked session history or local memory files. Meaningful efficiency insights and improvement suggestions require accumulated event data to identify valid patterns.