Features
Everything you need to treat your career data as structured, queryable truth.
📝
Work Unit Capture
Store accomplishments as structured data with full context.
- Problem-Action-Result (PAR) framework for complete stories
- Skills automatically extracted and categorized
- Evidence links for supporting artifacts
- Archetype templates for common achievement types
🎯
Smart Ranking
AI-powered selection of your most relevant achievements.
- BM25 keyword matching for precision
- Semantic similarity using sentence transformers
- Configurable scoring weights
- Transparent scoring explanations
🔍
Gap Analysis
See exactly what skills you have and what you're missing.
- Automatic JD requirement extraction
- Skill coverage visualization
- Identified gaps with recommendations
- Career development insights
📄
Multiple Output Formats
Generate professional documents in any format you need.
- PDF with beautiful typesetting (WeasyPrint)
- DOCX for ATS compatibility
- JSON for programmatic access
- HTML for web viewing
👔
Executive Templates
Professional templates designed for senior roles.
- Scope indicators (revenue, team size, budget)
- Career highlights section
- Board & advisory roles support
- Publications & speaking engagements
🔄
Git-Native
All data lives in version-controlled YAML files.
- Full history of career changes
- Collaborate via pull requests
- Branch for resume experiments
- CI/CD for automated builds
🤖
AI-Ready
Structured data designed for LLM assistance.
- JSON output for programmatic parsing
- Pipe-separated format for scripting
- Clear schemas for validation
- Context-rich error messages
📋
Provenance Tracking
Know exactly what went into every resume.
- Manifest with included Work Units
- Selection scores and reasoning
- Build timestamp and inputs hash
- Reproducible generation