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Company research

Skill simonstrumse/vibelabs-skills/skills/company-research

12 production-tested agent skills for Claude Code, Codex, Cursor, and Gemini CLI. iOS development, Norwegian accounting, research orchestration, CDN management, browser automation, and more.

Install
npx -y skills add simonstrumse/vibelabs-skills --skill company-research

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Company research using Exa search. Finds company info, competitors, news, tweets, financials, LinkedIn profiles, builds company lists.

SKILL.md

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Company Research

Tool Restriction (Critical)

ONLY use web_search_advanced from Exa. Do NOT use web_search_exa or any other Exa tools.

Token Isolation (Critical)

Never run Exa searches in main context. Always spawn Task agents:

  • Agent runs Exa search internally
  • Agent processes results using LLM intelligence
  • Agent returns only distilled output (compact JSON or brief markdown)
  • Main context stays clean regardless of search volume

Dynamic Tuning

No hardcoded numResults. Tune to user intent:

  • User says "a few" → 10-20
  • User says "comprehensive" → 50-100
  • User specifies number → match it
  • Ambiguous? Ask: "How many companies would you like?"

Query Variation

Exa returns different results for different phrasings. For coverage:

  • Generate 2-3 query variations
  • Run in parallel
  • Merge and deduplicate

Categories

Use appropriate Exa category:

  • company → homepages, gargantuan amount of metadata such as headcount, location, funding, revenue
  • news → press coverage
  • tweet → social presence
  • people → LinkedIn profiles (public data)

LinkedIn

Public LinkedIn via Exa: category "people", no other filters Auth-required LinkedIn → use Claude in Chrome browser fallback

Browser Fallback

Auto-fallback to Claude in Chrome when:

  • Exa returns insufficient results
  • Content is auth-gated
  • Dynamic pages need JavaScript

Models

  • haiku: fast extraction (listing, discovery)
  • opus: synthesis, analysis, browser automation

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.