A multi-agent resume pipeline that extracts JD tokens, rewrites your resume, and validates ATS scores — targeting 95%+ on Greenhouse and 98%+ on Workday.
Optimized For The ATS Systems That Matter
Exact token match
Ultra-strict parsing
Standard headers
Plain DOCX
Powered By Best-In-Class Infrastructure
Submit jobs, watch the live pipeline, grab your DOCX. Everything in one place.
Six specialized agents in a coordinated pipeline. Each one tuned for a single stage — JD parsing, token extraction, writing, validation, review, export.
Gemini extracts company, role, seniority, and a structured overview from raw JD text — scraped or pasted.
Claude mines must-have keywords, skills, and phrases from the JD — preserving exact plural/tense to beat strict ATS parsers.
Claude rewrites your resume for the target role. Forbidden verbs are blocked. Bullet realism rules enforced.
Scores the generated resume against the JD token set. Retries with feedback until target threshold is hit.
Second-opinion pass from Gemini catches tone issues, redundancy, and weak phrasings after the main write.
Delivered as an ATS-safe DOCX stored in Supabase. Ready to upload. No parsing surprises.
Every design decision is deliberate. No magic. Just careful orchestration of the best models for each job.
Claude Sonnet 4.6 handles writing, token extraction, and validation — where rule-adherence matters most. Gemini 2.5 Flash handles JD parsing and post-write review — where breadth of understanding wins.
From JD paste to downloadable DOCX. Agents run in parallel where dependencies allow.
XML escaping, USER_DATA boundaries, Pydantic validation, and JWT-gated endpoints.
No columns, no text boxes, no tables, no fancy fonts. Plain, parseable, recruiter-friendly Word docs delivered to Supabase Storage.
Live orchestration with real-time status over WebSocket. Watch every agent work in parallel from your dashboard.
Different ATS systems score differently. Relay tunes its validation loop to each platform's strictness.
greenhouse.io
Target
Standard exact token matching
myworkdayjobs.com
Target
Ultra-strict parsing
Every piece of user-supplied data passes through a four-layer defense before it ever reaches an LLM. No single failure can hijack the pipeline.
Drop a job description URL or paste the text. Greenhouse and Workday auto-detected from the URL.
JD overview → token extraction → resume writing → ATS validation → Gemini review. All in parallel where possible.
Clean, ATS-safe Word doc delivered to your dashboard. Hit apply with confidence.
I was spending hours per JD rewriting bullets. Now I paste the link, wait 45 seconds, and upload the DOCX. The Workday scores are wild.
The ATS validation loop is the cheat code. It retries until it hits the threshold, so every resume that lands in my hands is already optimized.
I like that it uses Claude for writing and Gemini for review. Two perspectives on every resume means way fewer weird phrasings slip through.
Free for personal use. Pro unlocks unlimited batches and Workday-strict mode.
For job seekers generating occasional resumes.
For heavy appliers and career-pivoters.
No credit card required for Free. Cancel Pro anytime.
Let six specialized agents do the heavy lifting. You focus on the interview.