findall

SKILL.md

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:

Option Description Default
-k, --api-key <key> API key (or set PARALLEL_API_KEY) -
-g, --generator <tier> base, core, pro, preview core
-l, --limit <number> Max matches (5-1000) 50
--skip-preview Skip schema editor false
--auto-approve Non-interactive mode false

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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