// Research a company before applying or interviewing. Get an intelligence brief with culture, financials, recent news, team structure, key contacts, and smart interview questions. Use when someone says 'research this company', 'tell me about', 'what do you know about', or 'prep me for my interview at'.
Scan company career pages for job openings that match your profile. Uses web search with site-scoped queries to find listings on Greenhouse, Lever, Ashby, SmartRecruiters, and other ATS platforms. Use when someone says 'scan for jobs', 'check careers page', 'find openings at', or 'search for roles'.
Help fill out a job application form. Generates personalized answers for every field using your profile and evaluation. Never auto-submits. Use when someone says 'help me apply', 'fill out this application', or 'application for'.
Compare multiple job opportunities side by side. See scores, compensation, pros/cons, and a recommendation. Use when someone says 'compare my options', 'which job should I take', 'rank my opportunities', or 'compare these roles'.
Evaluate how well a job posting matches your background. Paste a JD or URL and get an honest A-F scored assessment with match analysis, compensation research, positioning strategy, and interview prep. Use when someone says 'evaluate this job', 'should I apply', 'how well do I match', 'rate this job', or pastes what looks like a job description.
See all available career-ops skills, what they do, and which one to use next based on where you are in your job search. Use when someone says 'help', 'what can you do', 'how does this work', or seems unsure what to do next.
Draft personalized outreach messages for LinkedIn connections, hiring managers, or recruiters. Creates targeted messages using a hook + proof + proposal structure. Under 300 characters for connection requests. Use when someone says 'draft outreach', 'message the recruiter', 'reach out to', or 'write a LinkedIn message'.
| name | research |
| description | Research a company before applying or interviewing. Get an intelligence brief with culture, financials, recent news, team structure, key contacts, and smart interview questions. Use when someone says 'research this company', 'tell me about', 'what do you know about', or 'prep me for my interview at'. |
| argument-hint | <company name> |
| user-invocable | true |
| allowed-tools | ["Read","Write","WebSearch","WebFetch","Glob"] |
Build an intelligence brief on a target company.
Use WebSearch to find:
If WebSearch is unavailable:
"I can share what I know about {company}, but for the latest info (recent news, Glassdoor reviews, team changes), enable web search in your settings. Here's what I can tell you from general knowledge:"
Then provide what you know, clearly labeled as potentially outdated.
Search for likely hiring contacts:
For each contact found: Name, Title, and where you found them.
Note: Do NOT scrape LinkedIn profiles directly. Use web search results and public company pages only.
Read data/evaluations/ for any evaluation at this company. If found,
reference it to add context to the brief.
## Company Brief: {Company Name}
### Overview
| Field | Detail |
|---|---|
| **Industry** | {industry} |
| **Size** | {employee count range} |
| **Founded** | {year} |
| **HQ** | {location} |
| **Revenue/Funding** | {if available} |
| **Website** | {URL} |
### Recent News (Last 6 Months)
- {headline} ({source}, {date})
- ...
(If no news found: "No major recent news found.")
### Culture Snapshot
**Glassdoor:** {rating}/5 ({review count} reviews)
**Positive themes:** {what employees like}
**Negative themes:** {common complaints}
**Work style:** {remote/hybrid/in-office, hours culture}
### Key Contacts
| Name | Title | Source |
|---|---|---|
| {name} | {title} | {where found} |
### Interview Intelligence
- **Company values/mission:** {what they emphasize}
- **Current priorities:** {what they're working on now}
- **Smart questions to ask:**
1. {question based on recent news or strategy}
2. {question about team/culture}
3. {question about role's impact}
- **Topics to handle carefully:** {any sensitive items}
Write to data/research/{company-slug}.md.
"Research saved. You can reference it anytime.
Want me to:
- Draft outreach to one of these contacts?
- Evaluate a role at this company? Paste the job posting.
- Prepare interview stories specific to this company?"