Beginnerstable01_/_BEGINNER

Resume Screener

A single-agent CrewAI pipeline that scores a candidate resume against a job description and explains its reasoning.

Py_3.12CrewAIOpenAIVIEW SOURCE

# INPUT_PROMPT // RESUME_SCREENER

SCHEMA: V.1.0

>>>JOB_DESCRIPTION

Senior Backend Engineer (Python). Must-haves: 5+ years Python, FastAPI/Django, PostgreSQL, AWS, distributed systems. Nice-to-haves: Kafka, Kubernetes, observability tooling. Remote, US time zones.

>>>RESUME

Priya Sharma. 6 years backend engineering at fintech startups. Built FastAPI microservices serving 4M req/day on AWS (ECS, RDS Postgres, SQS). Led migration from monolith to event-driven architecture using Kafka. Comfortable with Kubernetes, Terraform, and Datadog dashboards. Based in Bengaluru, open to US-overlap hours.

system@agent-archive:~$

IDLE

OUTPUT_LOG:

[IDLE] Awaiting input. Press RUN DEMO to initialize the pipeline.

LIVE_EXECUTION_LOG // resume-screener0 EVENTS

[STREAM] No active execution. Trigger a run to populate the log.

/SYSTEM_INTERNALS

ARCHITECTURE

SYSTEM_ARCHITECTURE

[01]Resume Screener

/BACKEND_CONTRACT

PLUGGABLE RUNTIME

This demo serves a hardcoded fixture today. Set NEXT_PUBLIC_USE_REAL_BACKEND=true and the same UI will POST /api/beginner/resume-screener to a real CrewAI service - no UI change required.

/TYPED_INTERFACE

runProject(RESUME_SCREENER, {
  job_description: string,
  resume: string,
}) -> markdown