Career Application Automation Prompt Engineering Tools

Tools for automating job search and career advancement workflows, including resume/CV generation, cover letter creation, interview preparation, and HR screening. Does NOT include LinkedIn content generation, general career coaching, or HR document management systems.

There are 50 career application automation tools tracked. 1 score above 50 (established tier). The highest-rated is Ztrimus/ResumeFlow at 55/100 with 203 stars.

Get all 50 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=prompt-engineering&subcategory=career-application-automation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	Ztrimus/ResumeFlow Simplify and improve the job hunting experience by integrating LLMs to...	55	Established	203	Python
2	vectornguyen76/resume-ranking Apply LLMs for automated ranking Resume	48	Emerging	92	TypeScript
3	JensBender/chatgpt-cover-letter-generator ✍️ LLM-driven cover letter generator. Transforms job postings into tailored...	43	Emerging	11	Jupyter Notebook
4	lf1up/careersim AI-Powered Career Skills Simulator	39	Emerging	2	TypeScript
5	maxpaynestory/LlaMA2-LLM-Generative-AI-NLP-resume-writer This is a Generative AI bot fine tuned to become a Professional resume...	28	Experimental	11	HTML
6	lokhiufung/auto-resume Build your resume one and only once. An experimental project to use chatGPT...	28	Experimental	14	Python
7	wocha-xiaoli/resume-optimizer AI resume optimization skill for tailored resumes, job applications, and...	25	Experimental	3	—
8	Moayd307/superpoweredcv 🚀 Scrape LinkedIn, generate ATS-optimized resumes, and analyze AI...	25	Experimental	2	Rust
9	supermarsx/superpoweredcv Turn your CVs into OP documents in the age of AI	24	Experimental	1	Rust
10	Yadavbalbir/HR_Process_Optimization_using_AI HR Optimization Tool integrates Large Language Models (LLMs) for a...	23	Experimental	4	HTML
11	HyunWoo9930/job-application-agent-suite Multi-agent toolkit for Korean job applications: company/role analysis,...	22	Experimental	1	Python
12	richmond003/AI-Resume-Builder AI Resume Builder — An LLM-powered application that tailors resumes to...	22	Experimental	—	Python
13	EngrEeshaKhan/AI-Powered-Cold-Email-Generator-Job-Client-Outreach- This project is a simple and effective tool that generates professional cold...	21	Experimental	2	Python
14	lorenzo-leprotti/Global-ATS-Bridge Lossless international CV normalization — translates and restructures...	21	Experimental	—	Python
15	dsharma08k/talentscout TalentScout AI Hiring Assistant is a conversational chatbot built with...	21	Experimental	—	Python
16	SebastienKeroack/job-search-pipeline Automates job discovery → extraction → scoring → application materials using...	21	Experimental	—	Python
17	adrianwedd/cv 🤖 AI-Enhanced CV System: Intelligent resume optimization with Claude AI,...	19	Experimental	2	JavaScript
18	semaj87/job-role-generator This web application uses generative AI models, together with the LinkedIn...	19	Experimental	3	Python
19	sahilhadke/job-tailor Save time and increase your chances of landing interviews.	18	Experimental	2	Python
20	pratiksha-naikk/Emaily Emaily is an AI-powered Streamlit app for crafting and replying to emails with ease.	18	Experimental	2	Python
21	dibyajyotisamal/job_hunt_optimizer Interactive Job Hunt Optimizer built on AWS PartyRock for parsing JDs, gap...	18	Experimental	1	—
22	phrbarbosa/curricula A resume analysis pipeline using PHP and AI for efficient candidate...	18	Experimental	1	PHP
23	abhiiiman/ResumeParser.ai Parse resume and match with Job Description using the power of AI	17	Experimental	1	Jupyter Notebook
24	BHAGTANIDEEPAK/JobAutoPilot JobAutoPilot automates job applications on popular platforms like Naukri,...	17	Experimental	1	CSS
25	JustinTran67/ResuRAY AI resume scoring and job description matching platform made with OpenAI	17	Experimental	—	JavaScript
26	caio-pavesi/ai-job-matcher How do companies match the best candidates betwen hundreds of them? Not manually!	17	Experimental	—	Jupyter Notebook
27	Neon-Theon/ai-resume-formatter An AI-powered tool that accepts a user’s existing résumé, analyzes its...	17	Experimental	—	TypeScript
28	dandetejaswini/Email-Generator-Using-Langchain-Flask A web app that generates professional emails instantly using Llama 3-70B...	15	Experimental	—	Python
29	Trilldog13/ai-recruitment-frameworks Reusable AI prompt frameworks designed to reduce admin, improve consistency,...	14	Experimental	1	—
30	Abhi-tech-geek/linkedin_ai_agent AI-powered LinkedIn content agent that generates long, personalized posts...	14	Experimental	1	Python
31	Mayank-glitch-cpu/AI-Resume-optimiser Resume optimization service that uses Claude AI to optimize LaTeX resumes...	14	Experimental	1	Python
32	abdelaziz-belhachmi/Job-Applications-Multi-Ai-Agents A sequential multi-agent system that automates job applications.	14	Experimental	1	Python
33	rishabh1S/jobcraft Track job applications and get AI-powered resume suggestions	14	Experimental	—	TypeScript
34	Varma799/linkedin-ai-post-generator AI LinkedIn Post Generator built with Python, LangChain, Groq LLM, and...	13	Experimental	—	Python
35	AliTechM/ai-profile-personalization-engine Full-stack AI MVP for CV ↔ Job matching and explainable resume optimization...	13	Experimental	—	Python
36	ogutdgn/dascover-demo A full-stack, AI-powered cover letter generator built with Next.js that...	13	Experimental	—	TypeScript
37	proafxin/resume-optimizer AI based resume optimizer	13	Experimental	—	Python
38	its-rath/Selection-System A standalone system for ranking candidates for a Recycling Production Line...	13	Experimental	—	JavaScript
39	Manzi-Elvis/AI-Resume-Improver This is a Next.js + Tailwind project that demonstrates a, polished...	13	Experimental	2	TypeScript
40	gurusupriya/InterviewGenie_AI-Powered-Mock-Interview-Platform An AI-powered mock interview system that asks job-specific questions,...	13	Experimental	—	Python
41	Pari0226/talentscout-ai-hiring-assistant AI-powered hiring assistant chatbot that conducts candidate screening and...	13	Experimental	—	Python
42	mayurmoreabc/jobhunt-agent Multi-step AI Agent for Job Application Automation \| LangChain + GPT-4	13	Experimental	—	Python
43	jahnavi1234-me/LLM-Powered-Resume-Screening-System An LLM-powered resume screening system that evaluates job fit using Mistral...	13	Experimental	—	Python
44	Shiviam357/hr-genai-automation Automating HR workflows using LLMs: AI-driven candidate persona building,...	13	Experimental	—	—
45	Armin-ar79/AI-CV-Assistant AI-powered assistant to help create, improve, and tailor your CV and cover...	13	Experimental	—	—
46	fabio-pecora/NextStep.AI LLM System for Career Search help and Interview Prep	12	Experimental	1	HTML
47	KDivyasri/Resume-Job-Matcher AI-powered Resume Job Matcher using Python, Streamlit, and Ollama (LLM) to...	11	Experimental	—	Python
48	SidiahmedHABIB/my-resume-project Writing resumes that match job descriptions can take a lot of time and...	11	Experimental	—	HTML
49	chaeyeon2367/llm-app-LinkGenie LinkGenie is an AI-powered full-stack web application that extracts LinkedIn...	11	Experimental	—	Python
50	ringerH/TalentScout_Hire_bot An intelligent and witty Hiring assistant developed using gemini-1.5-flash...	10	Experimental	1	Python