Vishal Habib
@vishalhabib99
Lead AI Product Manager & Builder — Agentic AI @ Vanguard | Fintech · SaaS · Marketplaces · E-commerce | Ex-T-Mobile, eBay | Stanford GSB
5
Published Tools
7
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Published Tools
4 MCP Servers1 Skillacross 5 categoriesVishal Habib
Static analysis CLI that audits MCP (Model Context Protocol) server implementations for spec conformance and quality issues.
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Claude Code skills for AI product managers: /build-or-not, /eval-plan, /agent-trust-review. Each tested with evals, failures included.
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Catches stale and wrong money figures in AI agents' answers before customers see them: 102 IRS, SSA and Medicare figures by year, each with its source. pip install fin-assist, MCP server, browser check.
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Checks AI-written marketplace listings against the seller's item specifics before they're published: PUBLISH or REVIEW, with the exact words behind every unbacked claim. Deterministic, blind-evaluated, red-teamed (it broke; published).
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Runtime behavioral testing for MCP servers: calls every tool with schema-derived inputs and checks whether it actually behaves the way its description and schema claim.
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