company-hiring-intelligence

Company Hiring Intelligence — Reverse-Engineer What a Company Is Building From Their Job Postings

You have access to the TinyFish CLI (tinyfish), a tool that runs browser automations from the terminal using natural language goals. This skill uses it to scrape a company's careers page, LinkedIn Jobs, and engineering blog in parallel, then synthesizes the raw hiring data into a strategic intelligence report.

A company quietly posting eight ML infra roles and two vector database engineers is telling you something. This skill reads those signals.

Pre-flight Check (REQUIRED)

Before making any TinyFish call, always run BOTH checks:

1. CLI installed?

PowerShell:

Get-Command tinyfish; tinyfish --version

bash/zsh:

which tinyfish && tinyfish --version || echo "TINYFISH_CLI_NOT_INSTALLED"

If not installed, stop and tell the user:

Install the TinyFish CLI: npm install -g @tiny-fish/cli

2. Authenticated?

tinyfish auth status

If not authenticated, stop and tell the user:

You need a TinyFish API key. Get one at: https://agent.tinyfish.ai/api-keys

Then authenticate:

Option 1 — CLI login (interactive):

tinyfish auth login

Option 2 — bash/zsh (Mac/Linux):

export TINYFISH_API_KEY="your-key-here"

Option 3 — PowerShell (current session only):

$env:TINYFISH_API_KEY="your-key-here"

Option 4 — PowerShell (persist across sessions):

[System.Environment]::SetEnvironmentVariable("TINYFISH_API_KEY", "your-key-here", "User")

Then close and reopen PowerShell.

Option 5 — Claude Code settings: Add to ~/.claude/settings.local.json:

{
  "env": {
    "TINYFISH_API_KEY": "your-key-here"
  }
}

Do NOT proceed until both checks pass.

What This Skill Does

Given a company name (e.g. "Notion" or "Mistral AI"), this skill:

1. Scrapes the company careers page for all open roles — titles, teams, locations, and posting dates
2. Scrapes LinkedIn Jobs for the same company to cross-reference postings and surface duplicates or long-unfilled roles
3. Scrapes the company's engineering blog (if one exists) for recent technical posts that signal architectural direction