Skill UI

Performs sector-specific threat landscape assessments by analyzing targeting patterns, attack vectors, TTPs, and vulnerability trends so security teams can prioritize risk management, investment, and reporting for verticals such as finance, healthcare, energy, and government.

Scans a company or sector for hiring, funding, product, team, market, and tech signals using CLAUDE web search and Python scoring to surface investment readiness, momentum, and competitive risks for VC deal sourcing.

Assistant for venture fund administrators: ingests capital calls, investments, and cash flows to compute KPIs (TVPI, DPI, IRR, MOIC), model carry/fees, and draft LP quarterly updates via Claude Code + Python.

Hard screening skill runs deterministic VC analyses where Claude gathers context, Python scores/formats, and the pipeline produces auditable verdicts with investment thesis guidance.

Guides business leaders through capital expenditure decisions, comparing ROI, payback, NPV, IRR, and opportunity costs for equipment, hires, software, real estate, or service lines so every dollar is justified before deployment.