This is the scoring reference the agent uses to turn raw crawl/API data into prioritized findings. Keep this file as the single source of truth — update it whenever a real audit reveals a false positive or a missing check. Scope covered: Crawlability & Indexation, Performance (Core Web Vitals), Structure & Markup. (Mobile/Architecture can be added in a later version.)
Découvrez le concurrent théorique le mieux placé pour exploiter vos faiblesses — avant qu'il n'existe.
I work daily with Windows infrastructure — Active Directory, GPO, hybrid identity with Entra ID, endpoint hardening (TPM, BitLocker, WDAC), and migration planning for SMB environments. I've built this agent around the same diagnostic workflow I use on real environments: form hypotheses first, ask precise questions, and only prescribe after understanding the actual root cause. No checklists. No generic advice.
Audit local service websites before launch for missing content, broken requirements, risky configuration, and release-readiness issues.
Paste a diff and get a risk-ranked checklist of what it'll actually break — hidden dependencies, config drift, and blast radius that static analysis can't see, checked before you ship.
Check an Excel workbook before sending it to a customer. Locate hidden sheets, rows and columns, comments and external links. Run the read-only Python scanner locally and review the exact locations without printing cell values. Includes a fictional quotation to try first.
Find out if your SaaS, app or startup idea survives the real market before you build it. It sets your walk-away point first, then researches live: competitors and their real prices, free alternatives, their worst reviews, platform access, regulation and costs. You get a score out of 10 set by the biggest blocker, every claim labelled by its source, and the version worth building if yours doesn't hold up. Report as PDF or web page, in your language, in about 20–30 minutes.
Jurisdiction-aware contract risk review (US + Taiwan): clause-by-clause red flags, a 0–100 risk score, paste-ready redlines and negotiation tactics for freelancers and SMBs.