How vets-who-code/ai-era-job-kit works
AI-Era Job Kit is a portfolio-first job-search toolkit combining Claude skills/agents/commands with standalone Python scoring and career-management scripts. The main workflow starts with a portfolio and brag records, builds a shared market target from O*NET/BLS and job postings, scores resume/LinkedIn/GitHub/portfolio, combines results into a scorecard and improvement plan, then rebuilds the resume and checks consistency. The README documents broader interview, job-funnel, and Friday Setup capabilities. Edges use README statements or shown source references; unsampled implementation details are not inferred.
Main entry points: market.py Market target · score_all.py Score all · resume_score.py Resume scoring · README.md Portfolio record
Components 24
Portfolio and evidence
- Portfolio record
templates/portfolio-repo/README.md - Brag database
agents/brag-curator.md - Friday Setup
scripts/friday_setup.py - Sync check
scripts/sync_check.py
Market intelligence
- Market target
scripts/jobdata/market.py - Skill demand
scripts/jobdata/demand.py - O*NET occupations
scripts/jobdata/onet.py - BLS projections
scripts/jobdata/bls.py - Job postings
scripts/jobdata/postings.py
Scoring surfaces
- Resume scoring
scripts/resume_score.py - Posting screen grade
scripts/screen_grade.py - LinkedIn scoring
scripts/linkedin_score.py - GitHub scoring
scripts/github_score.py - Portfolio audit
scripts/portfolio_audit.py
Career workflow
- Composite scorecard
scripts/scorecard.py - Score all
scripts/score_all.py - Improvement plan
skills/improvement-plan/SKILL.md - Resume rebuild
scripts/resume_rebuild.py - Job funnel
scripts/funnel.py - Career scorecard agent
agents/career-scorecard.md - Interview practice
agents/ai-interviewer.md - Job-hunt commands
commands/job-hunt.md
Other components
- Job seeker
- Public data providers
Connections 28
- Job seeker → Portfolio record: maintains
README.md - Job seeker → Brag database: curates
README.md - Friday Setup → Brag database: pulls wins
README.md - Portfolio record → Resume scoring: supplies evidence
README.md - Portfolio record → LinkedIn scoring: supplies evidence
README.md - O*NET occupations → Market target: provides skills
scripts/jobdata/market.py - Skill demand → Market target: ranks skills
scripts/jobdata/market.py - Job postings → Skill demand: weights demand
scripts/jobdata/demand.py - Public data providers → O*NET occupations: serves data
scripts/jobdata/onet.py - Public data providers → BLS projections: serves data
scripts/jobdata/bls.py - Public data providers → Job postings: serves listings
scripts/jobdata/postings.py - Resume scoring → Market target: creates target
README.md - Resume scoring → Posting screen grade: grades postings
README.md - Market target → LinkedIn scoring: scores against
README.md - Market target → GitHub scoring: scores against
README.md - Market target → Portfolio audit: scores against
README.md - Score all → Resume scoring: runs
README.md - Score all → LinkedIn scoring: runs
README.md - Score all → GitHub scoring: runs
README.md - Score all → Portfolio audit: runs
README.md - Composite scorecard → Improvement plan: informs plan
README.md - Career scorecard agent → Composite scorecard: runs chain
README.md - Career scorecard agent → Resume rebuild: runs chain
README.md - Job seeker → Resume rebuild: requests rebuild
README.md - Job seeker → Sync check: checks consistency
README.md - Job seeker → Job funnel: tracks applications
README.md - Job seeker → Interview practice: practices
README.md - Job seeker → Job-hunt commands: starts workflow
README.md