Agent skill

People Data

by sickn33 in sickn33/agentic-awesome-skills

Research LinkedIn professional profiles and public business-contact data, including email/phone lookup, people search, and YouTube channel business-email discovery.

MITAuto-check passedSecurity

Install People Data

skills CLI
$ npx skills add sickn33/agentic-awesome-skills --skill people-data -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install sickn33/agentic-awesome-skills people-data --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/people-data .claude/skills/people-data && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
people-data
GitHub stars
47k
Used in
1 other repo
Token cost
~1.2k tokens
SKILL.md length
550 words
Files
2 (incl. references)
Skills in repo
1,354
Repo updated
First seen
Licence
MIT

At a glance

Research LinkedIn professional profiles and public business-contact data, including email/phone lookup, people search, and YouTube channel business-email discovery.

  • Works in 3 steps: Choose one operation → Prefer canonical URLs and explicit filters → Verify and present only returned data
  • Tasks that involve OSINT
  • SKILL.md covers Overview, When to Use This Skill, How It Works and Examples, plus 4 more sections
  • Reaches linkedin.com and youtube.com

What it does

People Data is an agent skill from sickn33/agentic-awesome-skills. Research LinkedIn professional profiles and public business-contact data, including email/phone lookup, people search, and YouTube channel business-email discovery.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/tool-reference.md`).

It sits in Security, covering OSINT. It works with YouTube and LinkedIn. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.

When your agent uses it

  • Tasks that involve OSINT

Example prompts

  • “/people-data”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Choose one operation
  2. Prefer canonical URLs and explicit filters
  3. Verify and present only returned data

What it can do on your machine

Read from SKILL.md and the folder at commit ec02547. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • linkedin.com
    • youtube.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

People Data loads about 1.2k tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 44 tokens; SKILL.md has 550 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~44
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from sickn33/agentic-awesome-skills at commit ec02547, republished under its MIT licence (© sickn33). 550 words, ~1,223 tokens.

Download SKILL.mdSave it as .claude/skills/people-data/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
people-data
description
Research LinkedIn professional profiles and public business-contact data, including email/phone lookup, people search, and YouTube channel business-email discovery.
category
research
risk
safe
source
https://github.com/agentbody/skills/blob/main/skills/people-data/SKILL.md
source_repo
agentbody/skills
source_type
community
date_added
2026-08-07
author
agentbody
tags
linkedin, youtube, people-search, business-contacts, research
tools
claude, cursor, gemini
license
MIT

People Data

Overview

Perform authorized professional-profile and public business-contact research through the Agent Body MCP server at /mcp/people-data. It covers LinkedIn profile retrieval, email and phone lookup, filtered people search, and YouTube channel business-email discovery.

Read references/tool-reference.md for exact tool names and input fields.

When to Use This Skill

  • Use when the user asks to look up, enrich, or verify a LinkedIn professional profile.
  • Use when the user needs a business email or phone number for a LinkedIn profile they are authorized to contact.
  • Use when the user wants to find people by role, company, location, seniority, or other LinkedIn filters.
  • Use when the user wants to find public business contact emails for YouTube channels.
  • Use when the user asks to validate or deduplicate people-search results before outreach.

How It Works

Step 1: Choose one operation
  • linkedin_person_profile with linkedin_url retrieves one professional profile.
  • linkedin_email_lookup with profileUrl looks up one profile email address.
  • linkedin_phone_lookup with profileUrl looks up one profile phone number.
  • linkedin_people_search accepts optional filters and returns a nextPageToken for continuation.
  • youtube_email_finder takes channels (1-1000 channel URLs) and optional scrape_fresh_emails to find public business emails.
Step 2: Prefer canonical URLs and explicit filters

Use canonical profile or channel URLs when available. For name-only searches, add explicit role, company, location, or keyword filters. companyFilter must be current, past, or all.

Step 3: Verify and present only returned data

Confirm that returned identities match the request, deduplicate search results by canonical profile identity, and never construct or guess an email address or phone number. Preserve per-channel found/not-found state from YouTube results.

Examples

Example 1: Look up one LinkedIn profile

Call linkedin_person_profile with:

json
{
  "linkedin_url": "https://www.linkedin.com/in/example-person"
}
Example 2: Find public business emails for YouTube channels

Call youtube_email_finder with:

json
{
  "channels": ["https://www.youtube.com/@example"],
  "scrape_fresh_emails": false
}

Best Practices

  • ✅ Use canonical profile or channel URLs instead of guessing handles.
  • ✅ Confirm the returned identity matches the person or channel before presenting it.
  • ✅ Use only public, authorized, or explicitly permitted business data.
  • ✅ Keep nextPageToken unchanged when continuing a linkedin_people_search.
  • ❌ Do not fabricate, guess, or infer email addresses or phone numbers.
  • ❌ Do not bypass access controls or collect private profiles without authorization.
Show full SKILL.md (206 more words)Show less

Limitations

  • Requires an Agent Body API key and access to the /mcp/people-data MCP server; results depend on the live tool schema.
  • Email and phone lookup may return no result for profiles without public contact data; a missing result is not evidence that a person has no contact information.
  • Search filters are optional, but unfiltered name-only searches can return ambiguous matches that need manual verification.
  • youtube_email_finder only finds public business emails and may report channels where no email is found.

Security & Safety Notes

  • Never print, log, or commit API keys or other credentials.
  • Use contact information only for authorized business purposes and respect privacy, anti-harassment, and outreach rules.
  • Do not use this skill to build contact lists without a lawful basis or to contact people who have opted out.
  • This skill is read-only: it queries business data and does not modify files or systems.

Common Pitfalls

  • Problem: Using the wrong input key for profile versus email/phone lookups. Solution: Profile lookup uses linkedin_url; email and phone lookup use profileUrl.
  • Problem: Guessing an email when lookup returns nothing. Solution: Report the missing result and stop; never invent contact data.
  • Problem: Repeating the same people-search page. Solution: Pass the returned nextPageToken unchanged to continue instead of replaying the initial query.

© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/people-data of sickn33/agentic-awesome-skills.

  • SKILL.md
  • references/tool-reference.md

Open the folder on GitHubat commit ec02547

Used in 1 other repository

We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

People Data next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

People Data compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
People Data this skillsickn33/agentic-awesome-skills47k1 repos~1.2kAutomated safety check: PassMIT
Osintsmixs/osint-skill140—~5.5kAutomated safety check: PassMIT
People Searchextruct-ai/gtm-skills109—~1.3kAutomated safety check: PassNone
Email Searchextruct-ai/gtm-skills109—~1.3kAutomated safety check: PassNone
Contact Finder Contactoutmajiayu000/claude-skill-registry6662 repos~2.7kAutomated safety check: PassMIT
Company Contact Findermajiayu000/claude-skill-registry6662 repos~2.7kAutomated safety check: PassMIT

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Works with

Categories

Questions about People Data

What does People Data do?

Research LinkedIn professional profiles and public business-contact data, including email/phone lookup, people search, and YouTube channel business-email discovery. People Data is an agent skill from sickn33/agentic-awesome-skills. Research LinkedIn professional profiles and public business-contact data, including email/phone lookup, people search, and YouTube channel business-email discovery.

When should I use People Data?

People Data fits situations like: tasks that involve OSINT.

How do I install People Data in Claude Code?

Run `npx skills add sickn33/agentic-awesome-skills --skill people-data -a claude-code`. Or copy the skill folder (skills/people-data in sickn33/agentic-awesome-skills) into .claude/skills/people-data in your project. Claude Code loads it when a task matches its description.

How do I install People Data in Codex?

Run `npx skills add sickn33/agentic-awesome-skills --skill people-data -a codex`. Or copy the skill folder (skills/people-data in sickn33/agentic-awesome-skills) into .agents/skills/people-data in your project. Codex loads it when a task matches its description.

Can I use People Data in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sickn33/agentic-awesome-skills --skill people-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/people-data, .gemini/skills/people-data, .github/skills/people-data and .opencode/skills/people-data in your project.

What does People Data need to run?

SKILL.md names no scripts, command-line tools or credentials: People Data is instructions for the agent only.

Does People Data access the network?

SKILL.md names 2 domains. In commands or code: linkedin.com and youtube.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is People Data safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does People Data use?

People Data is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does People Data use?

About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 415 tokens, read only when the agent opens those files.

What are the alternatives to People Data?

Skills that share tags, products or a category with People Data: Osint (smixs/osint-skill, 140 stars), People Search (extruct-ai/gtm-skills, 109 stars), Email Search (extruct-ai/gtm-skills, 109 stars) and Contact Finder Contactout (majiayu000/claude-skill-registry, 666 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains People Data?

sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,343 GitHub stars. The repository holds 1,354 skills in this directory. The repository was last updated on October 7, 2026.

Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.