Turn video scripts into structured retention audits — map hook failures, desertion windows, and re-engagement fixes using attention psychology.
你跟 AI 說「幫我規劃一個 X」，它兩秒就吐出一份看起來無懈可擊的計畫——問題是，裡面一半假設是它自己掰的，你分不出是哪一半。照著做，兩天後才發現方向從第一步就錯了，全部重來。這支反過來做：先把你腦中真正在想的東西窮追猛打地挖出來，逼你自己想清楚，在你確認達成共識之前，它一個字都不動。四條硬規則讓它不惹人厭：每題都附推薦答案不丟空白問卷、事實自己查只問真正該你決定的、一次只問一題不讓你腦當機、沒共識就不開工。附 18 個追問鏡頭——被否決的替代方案、機會成本、這是誰的渴望、Pre-mortem。
Run authorized penetration tests / vulnerability assessments end to end: Rules of Engagement (authorization & scope) → recon/enumeration → OWASP Top 10 review → CVSS triage → concrete remediation → a formal assessment report for executives and engineers. Defense-focused: it centers authorization management, systematic enumeration, risk evaluation, and a client-actionable deliverable — not offensive payloads. Authorized targets only; no DoS, destruction, or evasion.
Draft evidence-backed answers to vendor security questionnaires and RFP security sections — no invented compliance claims.
Practice real job interviews with an AI hiring manager. InterviewAce runs role-specific mock interviews — behavioral, situational, and technical questions — then grades every answer with STAR-based feedback and a scored performance report. Walk into your next interview prepared, not nervous.
Structured audit of resume, LinkedIn profile and interview readiness. Career Readiness Score 0-100 across 5 areas, main Career Blockers, a rewritten draft of your weakest resume sections, and 10 prioritized fixes. Based on the assets you provide — does not guarantee interviews or offers (full disclaimer in the report).
Assess Expo release readiness with evidence-based priorities.
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.