How aliwu-14/cv-helper works
cv-helper is an Agent skill for conversational, tailored Chinese resume creation, not a standalone resume generator. The user initiates a six-stage intake; the Agent gathers candidate details, job direction, target role and JD, desired highlights, and career history, then researches the target company, drafts a six-module resume, validates it for ATS/readability, and iterates with the user. The README establishes this workflow and the reference tree indicates supporting guidance for intake, layouts, templates, methodology, and interview preparation. Source excerpts show separate Chinese and English summary and section validators; implementation wiring beyond those excerpts is not assumed.
Main entry points: templates.md Six-Module Resume · SKILL.md Skill Protocol · intake_flow.md Basic Profile · references Company Research
Components 17
Guided Intake
- Skill Protocol
SKILL.md - Basic Profile
references/intake_flow.md - Job Direction
references/intake_flow.md - Company and JD
references/intake_flow.md - Key Highlights
references/intake_flow.md - Career History
references/intake_flow.md
Resume Authoring
- Company Research
references - Six-Module Resume
references/templates.md
ATS Validation
- Chinese Summary Check
scripts/validate_output.py - Chinese Section Check
scripts/validate_section.py - English Summary Check
scripts/validate_output_en.py - English Section Check
scripts/validate_section_en.py
Skill Guidance
- ATS Layout Guidance
references/ats_layout.md - Interview Preparation
references/interview_prep.md - Resume Methodology
references/methodology.md
Other components
- Job Seeker
- Agent Client
Connections 18
- Job Seeker → Agent Client: requests resume
- Agent Client → Skill Protocol: follows protocol
- Skill Protocol → Agent Client: guides intake
- Agent Client → Basic Profile: asks for
- Agent Client → Job Direction: asks for
- Agent Client → Company and JD: asks for
- Agent Client → Key Highlights: asks for
- Agent Client → Career History: asks for
- Agent Client → Company Research: researches target
- Agent Client → Six-Module Resume: drafts modules
- Agent Client → Chinese Summary Check: validates summary
- Agent Client → Chinese Section Check: validates sections
- Agent Client → English Summary Check: validates summary
- Agent Client → English Section Check: validates sections
- Six-Module Resume → ATS Layout Guidance: follows layout
- Six-Module Resume → Resume Methodology: uses guidance
- Agent Client → Interview Preparation: offers preparation
- Agent Client → Job Seeker: shares and iterates