findall

CLI for prospecting and entity discovery. Use when the user wants to find companies, people, startups, or other entities matching specific criteria. Triggers on: "find all", "find companies", "find startups", "prospect", "lead generation", "build a list of", "discover companies", "search for companies that".

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Install skill "findall" with this command: npx skills add janwilmake/parallel-findall-cli/janwilmake-parallel-findall-cli-findall

FindAll CLI

Discover companies, people, or entities matching complex criteria using natural language.

Installation

npm install -g findall-cli

Usage

findall run <output-dir> "<objective>"

Options:

OptionDescriptionDefault
-k, --api-key <key>API key (or set PARALLEL_API_KEY)-
-g, --generator <tier>base, core, pro, previewcore
-l, --limit <number>Max matches (5-1000)50
--skip-previewSkip schema editorfalse
--auto-approveNon-interactive modefalse

Examples

# Find AI startups with recent funding
findall run ./leads "Find AI companies that raised Series A in 2024"

# Find security-compliant vendors
findall run ./vendors "Find SaaS companies with SOC2 Type II certification"

# Find hiring companies
findall run ./prospects "Find fintech startups with 50-200 employees hiring engineers"

# Non-interactive for scripts
findall run ./results "Find e-commerce platforms in Europe" --skip-preview --auto-approve

Generator Tiers

  • base - Fast, simple criteria
  • core - Balanced (recommended)
  • pro - Complex criteria, higher accuracy
  • preview - Experimental

Output

Results saved to output directory:

  • matches.json - Matched entities with details and citations
  • matches.csv - CSV export for spreadsheets
  • summary.json - Run statistics
  • candidates.json - All evaluated entities

Tips

Be specific in objectives:

  • Bad: "Find tech companies"
  • Good: "Find B2B SaaS companies with SOC2 certification that raised Series B or later"

Use higher limits for broad searches:

findall run ./results "..." --limit 200 --generator pro

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