What It Is

"Join our collaborative, high-performing engineering team." That sentence could describe any engineering team anywhere. It tells a candidate nothing useful about what working on this team is actually like.

This tool fixes that. It collects whatever material you have about a specific team or hiring manager — transcripts, notes, blog posts, internal docs, LinkedIn posts, anything — and produces a structured context document that captures the flavor, texture, and specifics of that team. Once it exists, every job posting, social post, or piece of outreach created for roles on that team can draw from it — and sound like it was written about this team specifically, not teams in general.

When to Use It

When you're starting to create content for roles on a specific team and want that content to reflect something true and specific about what this team is actually like. Especially useful when:

• You're building multiple roles on the same team and want consistent, specific content across all of them
• The team is unusual in some way that standard job descriptions never capture
• You want to bank team context so you're not starting from scratch every time a new role opens

Run it once, save the output, update it when the team changes significantly.

What to Bring

Share whatever you have. You probably won't have all of these — that's fine. The skill works with what's available and tells you what would help:

• Intake meeting transcripts with this hiring manager — any role, any time
• Notes from conversations with the hiring manager or team members
• Blog posts or articles written by team members
• Internal documentation — team wikis, README files, team charters, onboarding materials
• Existing employer brand content about this team — job postings, social posts, videos, testimonials
• LinkedIn posts from the hiring manager (paste the text)
• Slack channel exports or representative threads
• Previous job postings this hiring manager has approved
• Anything else that captures what this team is actually like

The more specific the material, the more specific the output. But even a single transcript and a few notes is enough to start.

What You'll Get

A structured markdown document covering:

What this team does — the problem they exist to solve, what they're currently building, how their work connects to the company, what a week actually looks like

How this team works — pace, process, autonomy, collaboration patterns, communication style

What this team values — what good work looks like here, what gets recognized, recurring themes from the material

What makes this team distinct — what's unusual about this team, their internal reputation, any defining moments or history

What it's actually like to be here — honest observations about what a new hire would notice, what's genuinely hard, what's genuinely good

Hiring manager voice (if applicable) — how they talk about the work, what they consistently care about, specific phrases worth preserving for content use

Content notes — language to use, language to avoid, what most job postings for this team get wrong

How This Is Different From the Hiring Manager Profile

The hiring manager profile helps recruiters work more effectively with a hiring manager — understanding what they look for, how they evaluate candidates, how to communicate with them. That's a process tool.

This is a content tool. It captures how to talk about a team — what makes it specific, what language captures it accurately, what a candidate-facing piece of content should reflect about what it's actually like to work here.

Both may reference the same hiring manager. They serve entirely different purposes.

To Start

Tell the skill whether this is about a team, a hiring manager, or both — and share whatever material you have:

"This is for the Data Infrastructure team at [Company]. I have three intake transcripts with the hiring manager and a team wiki page I can paste in..."

"This is for a specific hiring manager — VP of Product. I've got some LinkedIn posts I pulled and notes from a couple of conversations..."

"I don't have much — just one transcript and a couple of old job postings. But I'd like to build something to start from..."

The skill will work with what's there and tell you what would help make it richer