Clarify QQnote input boundary
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SKILL.md
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SKILL.md
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@ -13,10 +13,10 @@ English polish, but a materials-specific argument that connects composition,
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structure, properties, mechanism, device/application performance, and limits.
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It can also route through the user's Zotero/Obsidian literature-note workflow:
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extract keywords from the manuscript topic or draft, use DeepSeek to screen
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existing Zotero child notes or Obsidian-linked notes, separate strongly related
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and weakly related papers, then use those papers to improve positioning,
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introduction logic, comparison, novelty framing, and citations.
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extract keywords from the manuscript topic or draft, use QQnote-generated
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Zotero child notes or paper tables as literature inputs, separate strongly
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related and weakly related papers inside QQsci, then use those papers to improve
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positioning, introduction logic, comparison, novelty framing, and citations.
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## Core stance
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@ -46,7 +46,7 @@ introduction logic, comparison, novelty framing, and citations.
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| [references/submission-package-audit.md](references/submission-package-audit.md) | User provides or mentions a submission package with manuscript, Supporting Information, highlights, cover letter, figures, SI figures, TOC, graphical abstract, or related Word/PPT files |
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| [references/literature-routing.md](references/literature-routing.md) | User wants Zotero/Obsidian/DeepSeek note search, strong/weak related-paper screening, keyword extraction, or literature-grounded rewriting |
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| [references/word-citation-comments.md](references/word-citation-comments.md) | User wants citation insertion guidance in Word, reference placement, DOI-only comments, or annotated `.docx` citation suggestions |
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| [references/zotero-obsidian-subskill.md](references/zotero-obsidian-subskill.md) | User asks to generate new Zotero notes, batch process newly imported papers, summarize papers as comparison tables, link Zotero notes into Obsidian, or operate QQnote/QQnote-skill |
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| [references/zotero-obsidian-subskill.md](references/zotero-obsidian-subskill.md) | User asks QQsci to obtain or refresh literature-note inputs through QQnote, including Zotero child-note summaries or paper comparison tables |
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| [references/journal-positioning.md](references/journal-positioning.md) | Target journal is missing, uncertain, or needs recommendation and writing-position adjustment |
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## Intake
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@ -96,15 +96,15 @@ placeholders.
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## Literature-note routing workflow
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Use this when the user wants the manuscript optimized using previous
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DeepSeek/AwesomeGPT Zotero notes.
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DeepSeek/AwesomeGPT Zotero notes generated by QQnote or equivalent sources.
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1. Extract manuscript keywords from the topic, draft, abstract, figures, or SI:
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material names, material family, device/application, mechanism, performance
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metrics, synthesis strategy, target journal, and competing concepts.
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2. If the target journal is absent, ask the author for it. If they want advice,
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open `references/journal-positioning.md` and recommend several tiers.
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3. Open `references/literature-routing.md` and prepare a DeepSeek screening
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brief for existing notes.
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3. Open `references/literature-routing.md` and perform QQsci's own relevance
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screening against the existing notes or QQnote-generated comparison tables.
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4. Screen notes into:
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- `strongly related`: same material, same material family plus same device,
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same mechanism, same target journal/neighbor journal, or direct benchmark.
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@ -180,15 +180,16 @@ Rules:
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## Zotero/Obsidian child-note subskill
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When the user imports new papers and asks to generate notes, summarize selected
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papers, audit missing notes, or operate QQnote, use
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When the user imports new papers and asks to generate Zotero child-note
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summaries or paper comparison tables with QQnote, use
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`references/zotero-obsidian-subskill.md`.
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Important defaults:
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- Prefer the installed `QQnote-skill` as the source of truth for Zotero child
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note generation, note audits, paper-to-table summarization, Obsidian cleanup,
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and Dataview dashboards.
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- QQnote is only the note/table generation tool.
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- QQsci owns keyword extraction, strong/weak related-paper screening, target
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journal positioning, comparative review, submission-package audit, and
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DOI-only Word citation comments.
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- Generate or update Zotero child notes first.
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- Obsidian comes second through Zotero Integration links and Dataview.
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- Keep API keys in local private config, not in chat.
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@ -1,139 +1,94 @@
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# QQnote Subskill Boundary
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# QQnote Input Boundary
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Use this file when the user asks QQsci to use QQnote, the Zotero/Obsidian
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workflow, newly imported papers, batch DeepSeek note generation, paper summary
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tables, missing-note audits, Obsidian literature notes, or Dataview dashboards.
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Use this file when QQsci needs literature-note inputs from QQnote.
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The installed `QQnote-skill` is the source of truth for note generation and
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Obsidian maintenance. QQsci consumes the resulting notes and tables for
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materials-manuscript writing, strong/weak related-paper screening,
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submission-package audit, and DOI-only Word citation comments.
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QQnote is only the tool for summarizing papers into Zotero child notes or
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compact Markdown comparison tables. QQsci owns all manuscript-facing reasoning:
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keyword extraction, strong/weak related-paper screening, target-journal
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positioning, comparative review, submission-package audit, figure/format
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checks, terminology checks, and DOI-only Word citation comments.
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If QQnote-skill changes, follow QQnote-skill rather than this file for script
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arguments and operational details.
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Do not ask QQnote to decide whether a paper is strongly related, weakly related,
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necessary for citation, or sufficient as reviewer evidence. QQnote supplies
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structured paper information; QQsci makes the manuscript decision.
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## Core order
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1. QQnote first: identify Zotero items and generate/update Zotero child notes
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through `QQnote-skill`.
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2. Optional QQnote table: summarize selected papers into a Markdown comparison
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table when QQsci needs compact strong-paper comparison axes.
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3. Obsidian second: link Zotero notes into the vault through Zotero Integration
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and Dataview.
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4. QQsci third: use screened notes/tables to rewrite positioning,
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introduction, comparison, discussion, and citation placement.
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1. QQsci identifies what literature input is needed from the manuscript topic,
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draft, figures, target journal, or missing evidence.
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2. QQnote generates or refreshes Zotero child-note summaries for selected papers
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when the notes are missing or stale.
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3. QQnote may summarize selected papers into a Markdown comparison table when
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QQsci needs compact data for side-by-side comparison.
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4. QQsci performs relevance classification, manuscript comparison, audit,
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rewriting, and Word DOI-comment placement.
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Do not default to creating standalone Obsidian markdown notes when the user says
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`文献笔记`; the default target is Zotero child notes generated by QQnote.
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`文献笔记`; the default input source is Zotero child notes generated by QQnote.
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## QQnote-skill entrypoints
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## QQnote entrypoints
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Use these installed scripts through QQnote-skill, not reimplemented QQsci logic:
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Use the installed `QQnote-skill` scripts only for note/table generation:
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```powershell
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py "$env:USERPROFILE\.codex\skills\QQnote-skill\scripts\generate_zotero_ai_note.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --item-key SXAIQUJT --skip-existing
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py "$env:USERPROFILE\.codex\skills\QQnote-skill\scripts\audit_zotero_ai_notes.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --keys-only
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py "$env:USERPROFILE\.codex\skills\QQnote-skill\scripts\summarize_zotero_table.py" --vault "C:\Users\qyh15\Documents\Obsidian Vault" --item-keys "SXAIQUJT X7GJZ627" --batch-size 3 --out "C:\Users\qyh15\Documents\Obsidian Vault\99 misc\literature-comparison-table.md"
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```
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Use `generate_zotero_ai_note.py` when new or selected papers need Zotero child
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notes.
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Use `audit_zotero_ai_notes.py` when QQsci needs to know which papers lack
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generated notes before manuscript screening.
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Use `summarize_zotero_table.py` when QQsci needs a compact comparison table for
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strongly related papers, benchmark comparison, figure/storyline audit, or
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target-journal positioning.
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papers it has already selected or is about to classify.
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Do not use QQnote's audit, cleanup, or Dataview workflows as QQsci decision
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logic unless the user explicitly asks for QQnote maintenance.
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## Safety and config
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- Do not ask the user to paste API keys into chat.
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- Follow QQnote-skill's current config rules. It loads Zotero/LLM credentials
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from environment variables, private local config, or AwesomeGPT preferences.
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- Follow QQnote's current config rules for DeepSeek/AwesomeGPT and Zotero
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credentials when generating notes or tables.
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- Keep private config ignored and local-only.
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- Do not print secret-bearing config or preference lines.
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- Treat Zotero local API at `127.0.0.1:23119` as read-oriented.
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- For child-note writes, require QQnote's configured write path. It may require
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`ZOTERO_API_KEY` for Zotero Web API writes.
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- For child-note writes, use QQnote's configured write path.
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## Preflight
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## When to call QQnote
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Before writing notes:
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Call QQnote when:
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1. Check Zotero is running and the local/connector route is available.
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2. Confirm the target collection, selected items, tags, or explicit item keys.
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3. Check whether notes already exist and skip or update according to the user's
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instruction.
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4. Prefer QQnote dry-run or audit mode for first-time validation.
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5. Confirm the write route for Zotero child notes.
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6. Confirm the DeepSeek/AwesomeGPT config is available without exposing secrets.
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- a candidate paper has no generated Zotero child note
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- the user imports new papers and wants note generation
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- QQsci needs a compact table for a selected set of papers
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- the existing notes are too thin and the user asks for deeper notes
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## Batch behavior
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Do not call QQnote when:
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Batch work must be resumable:
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- the task is only to classify strong/weak related papers from existing notes
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- the task is target-journal positioning
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- the task is manuscript/package audit
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- the task is Word DOI-only citation comments
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- the task is figure, format, spelling, or terminology checking
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- use QQnote's existing duplicate detection and note audit behavior
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- skip items with successful existing notes unless the user asks to regenerate
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- for deep regeneration, follow QQnote's replace/update behavior instead of
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creating duplicate child notes
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- process long runs in 20-30 item batches
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- preserve UTF-8 output for Chinese templates and notes
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## QQsci-owned manuscript integration
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## New paper flow
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After QQnote outputs notes or a table:
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When the user says they introduced new papers:
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1. Identify new Zotero items by collection, tag, selected items, import time, or
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explicit keys.
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2. Use QQnote-skill to gather metadata, abstract, attachment text if available,
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and existing child notes.
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3. Use QQnote-skill to send the note-generation prompt to DeepSeek/AwesomeGPT
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using the user's template.
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4. Create or update the Zotero child note through QQnote-skill.
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5. Refresh or instruct Obsidian Zotero Integration linking only after Zotero
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notes are created.
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6. Report successes, skips, and failures using QQnote's audit output.
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## Paper comparison table flow
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When QQsci needs to compare strong related papers before revising or auditing a
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manuscript:
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1. Use `literature-routing.md` to choose candidate strong papers.
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2. Ask QQnote-skill to summarize those Zotero items into a Markdown table.
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3. Use columns relevant to materials manuscripts: title, year, journal, DOI,
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material system, device/application, mechanism, key performance, controls,
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figure logic, and useful comparison point.
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4. Use the table as the comparison basis for `comparative-review-audit.md` and
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`submission-package-audit.md`.
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## Manuscript integration flow
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After notes exist:
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1. Extract manuscript keyword pack.
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2. Use `literature-routing.md` to classify strong and weak papers.
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3. Use QQnote notes or QQnote-generated comparison tables to build a source map
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linking paper -> useful claim -> manuscript section.
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4. For Word citation help, add native Word comments containing DOI strings only,
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one DOI per line.
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5. Rewrite the manuscript section with citation placeholders only if the user is
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not using the DOI-comment workflow.
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6. Flag missing evidence, missing citations, and overclaim risks.
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1. QQsci extracts the manuscript keyword pack.
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2. QQsci uses `literature-routing.md` to classify strong and weak papers.
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3. QQsci builds a source map linking paper -> useful claim -> manuscript
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section.
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4. QQsci uses `comparative-review-audit.md` and
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`submission-package-audit.md` for missing-evidence and package checks.
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5. QQsci adds Word native comments containing DOI strings only when requested.
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## Output template
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`QQnote preflight:`
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`QQnote input used:`
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`Processed Zotero items:`
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`Generated or refreshed notes:`
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`Generated or updated child notes:`
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`QQnote table path:`
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`QQnote comparison table:`
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`Skipped existing notes:`
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`Failed items and reason:`
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`Next QQsci manuscript-use step:`
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`QQsci screening/audit next step:`
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