Product & Tech AI Skill Templates
8 structured AI Skills for product & tech work. Each one is a sequenced, auditable method — open it in Studio, adapt it to your approach, or export it to ChatGPT, Claude or Copilot.
Security Vulnerability Triage Engine
Assesses a reported vulnerability against severity scoring, real exposure and the criticality of the affected asset, then returns a governed remediation decision — patch now, take it in the next cycle or formally accept the risk — with the reasoning recorded and a security lead sign-off before work is scheduled.
0 stepsData & IP asset map
Maps a target’s data and intellectual property assets, clarifying ownership, licence obligations and portability constraints to support migration and exit planning.
9 stepsTech stack & architecture inventory
Builds a complete inventory of the technology estate — every system with its vendor, purpose, integrations, hosting and build-or-buy status — and flags where concentration, lock-in or vendor viability creates risk.
9 stepsSecurity & compliance posture scan
Assesses security controls and supporting evidence against relevant compliance frameworks, producing a risk-led remediation plan or an assurance summary grounded in documented findings.
14 stepsScalability & infrastructure stress test
Assesses infrastructure headroom against documented peak demand, projects the first constraints at 2× and 5× load, and identifies the bottleneck to prioritise before growth puts service reliability at risk.
12 stepsProduct roadmap realism check
Tests product roadmap commitments against engineering capacity, delivery history and dependencies to give investment committees a defensible view of what is likely to ship within twelve months.
13 stepsData, AI & technology governance review
Reviews data rights, AI use and model controls against governance maturity, producing a deal-risk memo or readiness summary that clarifies exposure and its implications for the transaction.
14 stepsTechnical architecture review
Reviews a system's architecture documentation for scalability limits, resilience gaps, security weaknesses and accumulated technical debt, then returns a prioritised remediation plan showing what to fix first and why it matters.
12 steps