ScissorCV

ScissorCV — Truth-Grounded, ATS-Optimized Resume Tailoring (with your own AI key) Tailor your resume to any job in seconds — with a truth-firewall that never fabricates, dual ATS scoring, and a multi-model AI pipeline. Bring your own key. ScissorCV rewrites your resume for each job you apply to. But unlike every "AI resume" tool that just keyword-stuffs and invents experience you don't have, ScissorCV is built on a truth-first architecture: everything it claims about you is grounded in evidence YOU'VE confirmed. Here's what's actually happening behind the scenes every time you tailor a resume. 🎯 DUAL SCORING ENGINE — REAL VS. POTENTIAL Most tools show one inflated "match score." ScissorCV runs two independent scoring engines: a truth-gated ATS coverage score (what an applicant-tracking system will really see today) and a potential score (what you could reach by confirming and weaving in more evidence). You always know exactly where you genuinely stand — no vanity numbers. 🛡️ TRUTH FIREWALL — NO FABRICATION, EVER Before any keyword or skill enters your resume, it passes through an evidence-gating layer. If you haven't demonstrated it in your source material or explicitly confirmed it's true, ScissorCV won't claim it. It asks you targeted clarification questions instead of inventing employers, dates, or metrics. Your resume stays defensible in the interview. 🧩 REQUIREMENTS MATRIX & KEYWORD INTELLIGENCE Every job description is parsed into a live requirements checklist — each keyword extracted, normalized (aliases, acronyms, and phrasing variants all matched), and mapped against your real experience. You see exactly which requirements are covered, which are missing, and which are supportable with a small tweak. 🤖 MULTI-MODEL AI PIPELINE ScissorCV orchestrates several specialized language models, routing generation, deep-read analysis, and evidence judgment to the model best suited for each stage, with automatic fallback ordering across providers. You bring your own API key, so you stay in full control of cost and privacy — nothing is locked behind our servers. 🧵 NATURAL WEAVING — NOT KEYWORD STUFFING When you add a confirmed skill, ScissorCV splices it into real, natural sentences and grouped skill rows across your Summary, Skills, and Experience — reframing your genuine background to support it. It actively refuses to jam synonyms side by side or repeat terms, because ATS parsers and human recruiters both penalize that. 📚 EVIDENCE & ACHIEVEMENT BANK Your confirmed skills, achievements, and clarifications are stored and reused across applications, so the system gets smarter about you over time. A relevance-ranked retrieval layer sends only the evidence relevant to each specific job, so quality keeps improving as your history grows instead of getting noisy or slow. 🌍 MARKET-AWARE FORMATTING Resume conventions differ by country and ATS platform. ScissorCV applies market-specific formatting rules — page length, layout, section conventions — plus length controls (compact, balanced, or detailed) to match wherever you're applying. ⚡ PLUS THE ESSENTIALS - One-click cover letters with tone control - Application autofill for job forms - A built-in dashboard to track applications, scores, AI usage, and readiness - Improve Match — boost any resume's coverage against a specific job, grounded only in your confirmed evidence YOUR KEY, YOUR DATA, YOUR CONTROL ScissorCV runs on your own AI key. No hidden middleman, no fabricated experience, no keyword-stuffing games — just a rigorously engineered system that builds the truthful best version of your resume for every job.