luffysolution-svg/pi-scholar/paper-reading

Claude Code and agent skill by luffysolution-svg/pi-scholar

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Checking that the SKILL.md file is still in the repository.

Parse and analyze a local Zotero PDF with Pi Scholar and MinerU. Use when the task requires structured full text, formulas, tables, figures, captions, or close reading beyond metadata and Zotero notes.

Install

npx vskill@latest install luffysolution-svg/pi-scholar/paper-reading

SKILL.md

PDF parsing and close reading

MinerU receives the selected PDF over the network and may consume quota. Do not parse for metadata-only questions.

Workflow

  1. Resolve the parent item and intended PDF with zotero_item in aggregate mode. If multiple PDFs are plausible, require an explicit attachment key.
  2. Use pi_scholar_sync status/plan to let the runtime check publication identity, hashes, generated baselines, and cache validity. Reuse valid local content; metadata-only changes do not require parsing.
  3. Apply the appropriate plan or call the compatible pi_scholar_parse entrypoint. External upload needs user authorization and applicable content permission. Do not set force flags to bypass a conflict. Respect cancellation, quota, and ambiguous submissions; never automatically resubmit an uncertain remote task.
  4. The default output is <vault>/Literatures/<paper>/<paper>.md, metadata.json, and assets/. The Literatures component is configurable, while paper names are shortened when needed to keep final paths portable.
  5. Read the generated Markdown progressively: headings first, then only sections needed for the question.
  6. Inspect referenced figures in original order and distinguish visual observation from caption/author claims.
  7. Use metadata.json for provenance, attachment identity, parser options, and hashes; do not expect verbose data in YAML frontmatter.
  8. Cite exact sections, figures, tables, or equations when making paper-specific claims. State clearly when extraction quality limits confidence.

Read sync.md when files are missing, changed, excluded, or require recovery.

Security

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