auto-calibrate

To calibrate a content generation session, run the auto-calibrate process to scan the local workspace for PDFs, HTML, Markdown, images, and Office documents. It identifies available files, assesses the priming level, and outputs a calibration report to guide next steps.

Session priming level indicates the readiness of the workspace environment for content generation. It classifies the session state as COLD, WARM, HOT, or DEEP based on detected documents, ensuring the editorial workflow operates with the correct context and available reference materials.

Yes, you can restore a previous session state. When session-state.json is present in the local workspace, the calibration process reads the file and the calibration digest to resume the session exactly where you left off, ensuring continuous editorial workflow.

Environment detection supports multiple document formats including PDFs, HTML files, Markdown files, images, and Office documents. The calibration process scans the local workspace to identify these available files and classifies them by domain to determine the session priming level.

No, the calibration process requires no external dependencies. It operates entirely on the local workspace, reading and writing session-state.json and calibration-digest.md files to detect documents, assess priming level, and output an actionable calibration report.

The calibration report provides actionable guidance by assessing the current priming level as COLD, WARM, HOT, or DEEP. It writes to calibration-digest.md, recommending specific next steps for content generation based on the detected documents and restored session state.