/ Agent Orchestration
Parallel
Web search, content extraction, deep research, and data enrichment powered by parallel-cli.
Skills4Learn about Skills
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.
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.
parallel-web-extractURL content extraction. Use for fetching any URL - webpages, articles, PDFs, JavaScript-heavy sites. Token-efficient: runs in forked context. Prefer over built-in web fetch tools.
parallel-web-searchDEFAULT for all research and web queries. Use for any lookup, research, investigation, or question needing current info. Fast and cost-effective. Only use parallel-deep-research if user explicitly requests 'deep' or 'exhaustive' research.
Commands7Learn about Commands
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>