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Parallel
Web search, content extraction, deep research, data enrichment, entity discovery (FindAll), and web monitoring — powered by parallel-cli.
Skills6
parallel-data-enrichmentBulk data enrichment. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enriching CSV files or inline data. Supports multi-turn: pass --previous-interaction-id from a prior research task to carry context forward.
parallel-deep-researchONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'. Slower and more expensive than parallel-web-search. For normal research/lookup requests, use parallel-web-search instead. Supports follow-ups with a known prior
parallel-findallDiscover entities (companies, people, products, etc.) matching a natural-language description. Use when the user asks to 'find all X' or 'list every Y that…' — e.g., 'Find AI startups that raised Series A in 2026', 'List roofing companies in Charlotte NC', 'Show me YC W24 dev too
parallel-monitorContinuously track the web for changes on a recurring cadence. Use when the user asks to 'monitor', 'track changes to', 'watch', or 'alert me when' something on the web changes — e.g., 'Track price changes for iPhone 16', 'Alert me when Tesla files a new 8-K', 'Monitor competitor
parallel-web-extractCLI content extraction from one or more URLs, including webpages, articles and PDFs. Save JSON, preserve successful content and report per-URL failures.
Commands9
parallel-setupSet up the Parallel plugin (install CLI and authenticate)
parallel-searchWeb search for a given query (default for most research queries). Usage: /parallel-search <query>
parallel-extractURL content extraction for webpages, articles, PDFs. Usage: /parallel-extract <url> [url2] [url3]
parallel-researchExhaustive multi-source research on a topic (slower, use only when explicitly requested). Usage: /parallel-research <topic>
parallel-enrichBulk data enrichment with web-sourced fields. Usage: /parallel-enrich <file or entities> with <fields to add>
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