batch-analysis

What problem does it solve?

This Skill automates unattended overnight processing of queued analysis designs by generating standardized marimo notebooks, executing them headlessly, performing an internal self-review, recording structured journal events, and producing a consolidated morning summary for human triage. It eliminates the need for manual monitoring and accelerates morning review workflows.

Core Features & Use Cases

• Headless Batch Execution: Generate 8-cell marimo notebooks per design, execute them, and verify required outputs.
• Automated Self-Review & Journal Recording: Apply a deterministic self-review protocol, extract evidence/observations/questions, and append structured events to design journals.
• Robust Orchestration & Error Handling: Enforce package allowlist, marimo version preflight, a 3-attempt repair loop, and per-run lessons to handle common failures.
• Use Case: Schedule overnight processing of multiple hypothesis-driven analyses so stakeholders receive a prioritized morning summary and notebooks ready for human reflection.

Quick Start

Run the batch-analysis skill to process all queued designs overnight and generate a morning summary for human triage.