# Upgrade Plan Keep upgrades backward compatible with the current command line. ## Near-term additions - Add `--collection` to process one Zotero collection by name or key. - Add `--delete-duplicates` with a dry-run default and explicit confirmation requirement. - Add `--report-out ` to save run summaries without dumping full note HTML to terminal. - Add a script option to export or refresh Obsidian Dataview dashboard files under `01 文献阅读\01 Dataview文献看板`. - Add a script option to dry-run and delete empty Obsidian literature notes under `01 文献阅读\00 AI总结笔记`. - Add retry/backoff for Zotero Web API writes and LLM calls. - Add `--provider ` to select AwesomeGPT providers other than DeepSeek. - Add incremental audit invalidation based on Zotero item/library version headers, so only changed parents are rescanned after the initial cache build. ## Quality upgrades - Install or use `pypdf`/`PyMuPDF` when available for better PDF text extraction. - Add a template variable layer so the script can fill title/key/link before sending to the model. - Split prompts for article-type classification and note generation when the user wants stronger consistency. - For review articles, only request representative-work BibTeX when full references are available. ## Safety upgrades - Never log API keys. - Do not write keys into `.env` automatically. - For destructive actions such as duplicate cleanup, require an explicit user request and perform a dry run first. - For Obsidian note deletion, only delete notes that remain empty after frontmatter and placeholder cleanup, and report the count before deletion. - Keep Dataview dashboards and CSS snippets free of secrets and large pasted source content. - Prefer `--skip-existing` for all batch jobs. ## Known constraints - Zotero Local API is read-only; child-note creation uses Zotero Web API. - AwesomeGPT's in-Zotero connector may require a session secret and should not be treated as a stable external API. - Some Zotero child-note list responses may omit full note HTML; duplicate detection should fetch full note items when needed.