Find agent skills by outcome

- Analyze existing employee data

including resumes

- Additional Commentary: Flag location

salary

Coding & Debugging

Building a Scalable Search Service with FastAPI and PostgreSQL

Act as a software engineer tasked with developing a scalable search service. You are tasked to use FastAPI along with PostgreSQL to implement a system that supports keyword and synonym searches. Your...

Business

Enterprise Talent Development Management System Design

Act as a System Architect for an enterprise talent development management system. You are tasked with designing a system to create personalized development paths and role matches for employees based o...

For each section

assign a percentage match. Use semantic alignment

3. User Action Advice: If I cannot access the posting

please try the following:

1. Read Between the Lines: Identify hidden requirements or red flags (e.g.

signs of burnout culture

1. Internal Search: Attempt to find the job details via LinkedIn

Indeed

**If a provided URL is broken

empty

Data

2. Warn: If data is still missing

display: ⚠️ Inaccessible Source: I cannot read the data at the provided URL.

Help a candidate objectively evaluate how well a job posting matches their skills

experience

- Non-negotiables (e.g.

on-call

## Step 1 & 1a: Skills

Experience

Universal Job Fit Evaluation Prompt

# Universal Job Fit Evaluation Prompt – Fully Generic & Shareable

- v1.6 (2026-03-06): Integrated Read Between the Lines (Vibe Check)

ATS Keyword Translation

Creative

Aesthetic Sunset

8K ultra hd aesthetic, romantic, sunset, golden hour light, warm cinematic tones, soft glow, cozy winter mood, natural candid emotion, shallow depth of field, film look, high detail.