skills/pythonfz/riszotto/using-riszotto

using-riszotto

SKILL.md

Using riszotto

Overview

riszotto is a CLI tool for searching, reading, and exporting papers from a local Zotero library. Run commands via uvx riszotto <command> — no install needed.

Prerequisite: Zotero desktop must be running with the local API enabled (default port 23119).

When to Use

  • User wants to search their Zotero library for papers
  • User wants to read a PDF paper (converted to markdown)
  • User needs BibTeX citations with field control
  • User wants to browse collections or recent additions
  • User needs semantic (natural language) search over their library

Quick Reference

Task Command
Search by keywords uvx riszotto search "query terms"
Search all fields uvx riszotto search --full-text "query"
Semantic search uvx riszotto search --semantic "natural language query"
Filter by author uvx riszotto search "topic" --author "LastName"
Filter by tag uvx riszotto search "topic" --tag "tagname"
Read a paper uvx riszotto show <KEY>
Search within PDF uvx riszotto show <KEY> --search "term"
Export BibTeX uvx riszotto export <KEY>
List collections uvx riszotto collections
Recent papers uvx riszotto recent
Build semantic index uvx riszotto index

Common Workflows

Search and Read

# 1. Search for papers
uvx riszotto search "attention mechanisms"

# 2. Copy the key from results (e.g., ABC12345)
# 3. Read the paper
uvx riszotto show ABC12345

# 4. Navigate pages or search within
uvx riszotto show ABC12345 --page 2
uvx riszotto show ABC12345 --search "methodology" --context 5

Export Citations

# Clean BibTeX (strips file, abstract, note, keywords, urldate, annote)
uvx riszotto export ABC12345

# All fields
uvx riszotto export ABC12345 --include-all

# Custom exclusions
uvx riszotto export ABC12345 --exclude file --exclude abstract

Semantic Search (requires one-time index build)

# Build index first
uvx riszotto index

# Then search naturally
uvx riszotto search --semantic "how do transformers handle long sequences"

Command Details

search

uvx riszotto search [OPTIONS] TERMS...

Key options: --full-text, --semantic, --author NAME, --tag TAG (repeatable, AND logic), --item-type TYPE, --since DATE, --sort FIELD, --direction asc|desc, --limit N, --page N

Output: JSON with results array containing key, title, authors, abstract, tags, and pagination metadata.

show

uvx riszotto show KEY [OPTIONS]

Key options: --attachment N (1-indexed), --page N (0=all), --page-size N (default 500), --search TERM, --context N (default 3)

Output: Markdown-converted PDF content.

export

uvx riszotto export KEY [OPTIONS]

Key options: --format bibtex (default), --exclude FIELD (repeatable), --include-all

collections

uvx riszotto collections [COLLECTION_KEY]

Without key: lists all collections. With key: lists items in that collection.

recent

uvx riszotto recent [--limit N]

Shows recently added papers (default 10).

index

uvx riszotto index [OPTIONS]

Key options: --rebuild (full rebuild), --status (show stats), --limit N

Common Mistakes

  • Zotero not running: All commands fail with a connection error. Remind the user to start Zotero desktop.
  • Semantic search without index: --semantic requires running uvx riszotto index first.
  • Using item key vs attachment key: show expects the parent item key, not the PDF attachment key.
  • Forgetting uvx: Always run as uvx riszotto, not riszotto directly, unless the package is installed.
Weekly Installs
4
GitHub Stars
4
First Seen
4 days ago
Installed on
opencode4
gemini-cli4
claude-code4
github-copilot4
codex4
kimi-cli4