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name: qqzot description: Manage the user's Zotero literature database from Codex: search local Zotero items, generate and audit Zotero child-note AI literature notes, summarize selected Zotero papers into Markdown tables, export citation metadata, and provide Zotero-side inputs to QQnote, qqcites, and qqsci. Use when the user asks about Zotero item keys, Zotero child notes, Zotero Local API, missing AI notes, Zotero paper tables, Zotero metadata, or library-side citation inputs. This skill does not own Obsidian vault maintenance or manuscript writing.

QQzot

Use this skill for Zotero-side literature operations. It owns Zotero item lookup, metadata extraction, child-note generation, generated-note audits, Zotero paper tables, and Zotero inputs for the user's QQ literature workflow.

Boundary:

  • qqzot: Zotero library, Zotero item keys, Zotero child notes, Zotero metadata, local Zotero API, citation metadata exports, and Zotero-derived paper tables.
  • QQnote-skill: Obsidian literature notes, vault organization, Markdown note cleanup, Dataview dashboards, and Obsidian presentation of literature notes.
  • qqcites: sentence/claim-to-reference ranking, support grading, duplicate citation control, and citation verification.
  • qqsci: manuscript writing, scientific logic, section structure, novelty, claim-evidence checks, and reviewer-risk audits.

Requirements

  • Zotero Desktop must be open.
  • Zotero Local API must be available at http://127.0.0.1:23119.
  • Default Obsidian vault, only when a script needs templates or an output path: C:\Users\qyh15\Documents\Obsidian Vault.
  • ZOTERO_API_KEY is required only for Zotero Web API writes.
  • LLM settings come from AWESOMEGPT_API_KEY, AWESOMEGPT_BASE_URL, AWESOMEGPT_MODEL, or AwesomeGPT preferences in the default Zotero profile.

Never store API keys in skill files, vault helpers, Git commits, zip files, terminal output, or chat. If keys appear in logs or chat, tell the user to rotate them.

Workflow Decision

Use the smallest Zotero operation that answers the request:

  1. Need AI child notes for Zotero items: run generate_zotero_ai_note.py.
  2. Need to know which Zotero items lack generated notes: run audit_zotero_ai_notes.py.
  3. Need a comparison table for selected Zotero papers: run summarize_zotero_table.py.
  4. Need manuscript citations for a sentence or claim: hand candidates to qqcites after Zotero retrieval.
  5. Need Obsidian note organization, cleanup, or Dataview: hand off to QQnote-skill.

Generate Zotero AI Child Notes

State clearly before live writes that Zotero child notes will be created. Use --dry-run for first-time validation or template changes.

Single item:

py "$env:USERPROFILE\.codex\skills\qqzot\scripts\generate_zotero_ai_note.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --item-key SXAIQUJT --skip-existing

Multiple items:

py "$env:USERPROFILE\.codex\skills\qqzot\scripts\generate_zotero_ai_note.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --item-keys "SXAIQUJT X7GJZ627 ZCZXGRAM" --limit 0 --skip-existing --fulltext-chars 4000

Whole library:

Use only after the user explicitly approves library-wide writes.

py "$env:USERPROFILE\.codex\skills\qqzot\scripts\generate_zotero_ai_note.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --all --limit 0 --skip-existing --fulltext-chars 4000

For long runs, prefer 20-30 item batches. If a run times out, rerun with --skip-existing; duplicate detection uses the Zotero item link inside child notes.

Audit Missing Generated Notes

This is deterministic library comparison. Do not use DeepSeek or another LLM to decide whether notes are missing.

py "$env:USERPROFILE\.codex\skills\qqzot\scripts\audit_zotero_ai_notes.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --rebuild
py "$env:USERPROFILE\.codex\skills\qqzot\scripts\audit_zotero_ai_notes.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --keys-only

The cache lives at:

<vault>\00 Templater\.zotero-ai-notes-index.json

Use --refresh or --rebuild when notes were edited outside this workflow.

Summarize Zotero Papers Into A Table

Use this for one paper or a batch of papers when the user wants a compact comparison table for Obsidian, Word, qqcites, or qqsci.

py "$env:USERPROFILE\.codex\skills\qqzot\scripts\summarize_zotero_table.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --item-keys "SXAIQUJT X7GJZ627 ZCZXGRAM" --batch-size 3 --out "C:\Users\qyh15\Documents\Obsidian Vault\99 项目\文献对比表.md"

Rules:

  • This workflow reads Zotero Local API plus LLM config, but does not create Zotero child notes.
  • Prefer 3-10 papers per batch to keep tables accurate and readable.
  • Use custom columns when the user asks for a specific comparison axis.
  • If --out is omitted, print the Markdown table to stdout.

Operating Rules

  • Prefer Zotero item keys, DOI, title, first author, and year as metadata anchors.
  • Do not delete duplicate Zotero notes unless the user explicitly requests cleanup.
  • Do not add visible machine markers to note bodies.
  • Reserve DeepSeek for note content generation or summarization, not deterministic library audits.
  • If PDF full text is unavailable, fall back to metadata, abstract, BibTeX, and optional local PDF extraction if a Python PDF library exists.
  • If PowerShell output has Unicode issues, set PYTHONIOENCODING=utf-8 or rely on the scripts' UTF-8 handling.