AI job-hunting sidekick that scans boards, scores matches, drafts cover letters, and suggests resume tweaks—all running 24/7 on your private instance.
Seveum is an AI-powered job-hunting assistant that automates the tedious parts of job searching. It scans job boards, scores matches against your resume and preferences, drafts personalized cover letters, and suggests resume tweaks. Built on OpenClaw, it runs 24/7 on ClawHost.chat, keeping your data private. Users upload core assets (resume, preferences), set a persistent mission, and activate custom skills to receive daily curated job matches with ready-to-approve drafts.
Key Features
check_circleUpload resume and preferences
check_circlePersistent AI personality/mission
check_circleCustom skill folder for job hunting
check_circleAutomated daily job board scanning
check_circleMatch scoring (1-10) with reasoning
check_circleDraft cover letters from templates
check_circleResume tweak suggestions
check_circleLog past applications
check_circleProactive daily hunt scheduling
check_circleBrowser-based workspace file editing
check_circle24/7 uptime on ClawHost.chat
check_circleData privacy (your data stays yours)
Use Cases
lightbulbJob seekers upload their resume and preferences, then the AI scans LinkedIn, Indeed, and other boards daily, scoring each posting and presenting only top matches with draft cover letters ready for approval.
lightbulbRemote workers targeting specific roles (e.g., Senior Backend Engineer) set criteria in a preferences file; the agent filters postings by tech stack, location, and salary, saving hours of manual filtering.
lightbulbCareer changers use the skill to tailor cover letters for each application; the AI reads the job description and adjusts the template to highlight transferable skills, increasing interview chances.
lightbulbBusy professionals activate a daily morning hunt at 8 AM; the agent runs autonomously, logs results, and pings them via chat with only strong matches, allowing them to review over coffee.
lightbulbFreelancers and contractors add a companies.md watchlist to prioritize specific employers (e.g., YC startups); the AI checks those companies' career pages first and alerts on new openings.
lightbulbNon-native English speakers leverage the cover letter template to produce professional, direct letters in their voice, reducing language anxiety and improving application quality.
lightbulbTech recruiters use the tool to reverse-engineer job market trends by analyzing which roles get high match scores, helping them advise candidates on skill gaps.
job searchAI agentcover letter generatorresume tailoringjob board scannerautomationOpenClawClawHost
