Company research
Company research using Exa search. Finds company info, competitors, news, tweets, financials, LinkedIn profiles, builds company lists.From its SKILL.md
npx -y skills add simonstrumse/vibelabs-skills --skill company-researchAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
1.8 KB, 342 tokens by cl100k_base, as published. Nobody here has run it
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)
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
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.