exa-people-research
Skill9 starsChanged 6 months agoMITView on GitHub
People research using Exa search. Finds LinkedIn profiles, professional backgrounds, experts, team members, and public bios. Use when searching for people, finding experts, or looking up professional profiles.
2 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- CodeAlive-AI/exa-skillstheir own version, first seen Jun 3, 2026
- Layneformalized225/ai-cofounderedited, first seen Mar 22, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- Layneformalized225/ai-cofounder★ 180% same
Wrote their own version · 1
- CodeAlive-AI/exa-skills★ 2same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 0 are distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 11
Call the native MCP tool exa-search__web_search_advanced_exa directly.
- Very specific: line 30
Do NOT use: startPublishedDate, endPublishedDate, startCrawlDate, endCrawlDate, excludeDomains, includeText, excludeText.
- Very specific: line 61
If content is auth-gated (private LinkedIn, etc.) → use browser tool with logged-in session.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
People Research (Exa)
Tool
Call the native MCP tool exa-search__web_search_advanced_exa directly. Parameters go in a JSON object.
Critical Rules
- Never run searches in main context. Spawn subagents or run sequentially.
- Query variation: 2-3 phrasings, run in parallel, deduplicate.
- Dynamic numResults: "a few" → 10-20, "comprehensive" → 50-100.
Categories
| Category | Use for |
people | LinkedIn profiles, public bios (primary) |
personal site | Blogs, portfolios, about pages |
news | Press mentions, interviews, speaker bios |
| (none) | General web, broader context |
Restrictions with category=people
Do NOT use: startPublishedDate, endPublishedDate, startCrawlDate, endCrawlDate, excludeDomains, includeText, excludeText.
includeDomains → LinkedIn only: ["linkedin.com"].
Call Examples
Tool: exa-search__web_search_advanced_exa
# Find people by role
{ query: "VP Engineering AI infrastructure", category: "people", numResults: 20, type: "auto" }
# Deep dive on specific person
{ query: "Dario Amodei Anthropic CEO background", type: "auto", livecrawl: "fallback", numResults: 15 }
# News mentions
{ query: "Dario Amodei interview 2024", category: "news", numResults: 10, startPublishedDate: "2024-01-01" }
# LinkedIn only
{ query: "Machine learning engineer San Francisco", category: "people",
includeDomains: ["linkedin.com"], numResults: 25 }Output Format
Return:
- Results — name, title, company, location (if available)
- Sources — profile URLs
- Notes — profile completeness, verification status
Browser Fallback
If content is auth-gated (private LinkedIn, etc.) → use browser tool with logged-in session.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

