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+Hi,
+
+Vijay and I are the founders of VantedgeAI (W22). We build FundOS, an operating system
+for VC, PE and private credit funds covering compliance and operations for LP records,
+capital calls, NAV, waterfalls, covenants and data rooms.
+
+We have been testing QM against FundOS and have written seven skills that let an agent do
+actual fund operations: draft a compliant capital call from the live LP roster, run a
+distribution waterfall and check portfolio covenants.
+
+The skills can be found here:
+https://github.com/8vdx1/fundos-mcp/tree/main/integrations/qm
+
+Two points worth noting:
+
+1. We initially assumed we could point QM at our MCP server. It took reading
+   claude-harness.ts to understand that the harness uses MCP as its own internal
+   transport. That makes sense, but the SDK sitting in devDependencies sent us down the
+   wrong path. Maybe it makes sense to add a note in the README as it may save others the
+   same detour.
+
+2. For us, the credential broker is the most valuable part. Some of these workflows can
+   affect real LP money, so having the agent never hold the credentials matters far more
+   than convenience. Maybe this feature should be highlighted more prominently.
+
+We would be happy to PR the skills into skills-seed/ if they are useful. Otherwise we can
+leave them in our repo. Let us know whether a vertical-specific fund operations pack makes
+sense for the seed set.
+
+Best,
+Ravi