Research companies. Match jobs. Ace interviews.
An open-source CLI that turns 4-8 hours of company research into a single command. Pulls data from 8 sources, builds a weighted scorecard, and preps you for the interview โ all in your terminal.
Six commands that cover the entire job application lifecycle โ from first research to final offer.
hirekit analyze
Deep-dive into any company. Pulls financials from DART, news from 6 sources, GitHub tech maturity, and culture signals โ assembled into a 12-section structured report.
hirekit match
Paste a job description and get a fit score. Identifies skill gaps, highlights strengths, and suggests which projects to lead with in your application.
hirekit interview
Generates company-specific interview questions based on real data โ tech stack, recent news, business challenges. Know what's coming before you walk in.
hirekit resume
Scores your resume against the target role. Gives actionable feedback on keyword alignment, impact statements, and ATS optimization.
hirekit coverletter
Drafts a tailored cover letter using real company context. References specific business challenges, products, and values โ not a generic template.
hirekit sources
List and manage data source plugins. Add custom sources with a 20-line Python interface โ @SourceRegistry.register and you're live.
From regulatory filings to AI-powered semantic search โ every angle covered.
Official financial filings, employee headcount, salary data from Korea's regulatory database.
Recent Korean news articles, blog posts, cafรฉ discussions โ culture and interview intel.
Tech maturity scoring โ repo activity, stack diversity, open-source culture signal.
RSS-based global news feed. No API key required โ free out of the box.
Reuters, Bloomberg, FT, WSJ + major Korean business press aggregated and ranked.
Independent web + news semantic search. Privacy-respecting alternative to Google.
AI-powered semantic deep search. Surfaces hidden context and niche insights about companies.
Build a custom plugin with @SourceRegistry.register and 20 lines of Python.
One command. Comprehensive scorecard. No guesswork.
โฏ hirekit analyze ์นด์นด์ค --no-llm -o terminal โญโโโโโโโโโโโโโโโโโโโโ HireKit Analysis โโโโโโโโโโโโโโโโโโโโโโฎ โ Analyzing: ์นด์นด์ค โ โ Region: kr Tier: 1 LLM: off โ โฐโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฏ Collecting from 8 sources in parallel... โ DART financials 123ms โ Naver News (32 articles) 210ms โ GitHub tech scoring 380ms โ Google News RSS 195ms โ Credible News 290ms โ Brave Search 445ms โ Exa semantic search 512ms โ Glassdoor reviews 340ms 15 results collected across 8 sources in 512ms ์นด์นด์ค Scorecard โโโโโโโโโโโโโโโโโโโโโโโฌโโโโโโโโโฌโโโโโโโโโฌโโโโโโโโโโโโโโโโโโโโโโโ โ Dimension โ Weight โ Score โ Evidence โ โโโโโโโโโโโโโโโโโโโโโโโผโโโโโโโโโผโโโโโโโโโผโโโโโโโโโโโโโโโโโโโโโโโค โ Job Fit โ 30% โ 3.5/5 โ Tech stack data โ โ Career Leverage โ 20% โ 4.6/5 โ 15 data points โ โ Growth Potential โ 20% โ 4.5/5 โ Financials + news โ โ Compensation โ 15% โ 3.5/5 โ DART salary data โ โ Culture Fit โ 15% โ 4.5/5 โ Reviews + Exa โ โโโโโโโโโโโโโโโโโโโโโโโผโโโโโโโโโผโโโโโโโโโผโโโโโโโโโโโโโโโโโโโโโโโค โ Total โ โ 82/100 โ Grade S โ โโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโดโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโ Report saved โ ./reports/์นด์นด์ค_analysis.md
8 data sources ยท 15 results ยท collected in parallel ยท no LLM required
Three steps from zero to a full company report.
Python 3.11+ required. Installs in seconds via pip.
# Standard install $ pip install hirekit # With LLM support (pick one) $ pip install "hirekit[openai]" # OpenAI $ pip install "hirekit[anthropic]" # Claude $ pip install "hirekit[ollama]" # Local models
Run the interactive setup wizard. DART + GitHub are enough to get started โ others are optional enhancements.
$ hirekit configure # Config saved to ~/.hirekit/config.toml # Or edit it directly: [sources] enabled = ["dart", "github", "naver_news"] [llm] provider = "none" # or "openai", "anthropic", "ollama"
Analyze any Korean or global company. Results in your terminal or saved as Markdown.
# Analyze a company $ hirekit analyze ์นด์นด์ค # Match against a job description $ hirekit match --jd job.txt --company kakao # Prepare for the interview $ hirekit interview ์นด์นด์ค # View all available sources $ hirekit sources
Where we've been and where we're going.
hirekit match)hirekit interview)hirekit resume)HireKit is open source and welcomes contributions. Whether you want to add a new data source, improve report templates, or extend i18n support โ your work helps every job seeker.