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Get Started Free →A passing lower layer or adjacent entry point does not prove the user-facing behavior. Verifying a direct tools/call over stdio is not the agent deciding to call the tool with its persona; a green unit test is not the feature working; a reachable endpoint is not the flow succeeding. Use when tempted to generalize "the plumbing works" into "the feature works" — identify the actual user path and exercise that exact path.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 1% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -15% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -8% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 16% | 0% |
The trap: you prove a component or an adjacent path works and quietly upgrade that to "the feature works." They are different claims with different evidence.
> The MCP server's callTool executes the tool directly — no system prompt, no persona, no "agent decides to call the tool."
Hand-sending tools/call audit_site over stdio proves the engine is exposed over MCP. It does not prove the Done criterion — "say 'audit stripe.com', it round-trips and returns the graded report" — because that criterion is the agent taking an instruction and choosing the tool. Different path, different proof.
vanta run "<instruction>" invokes the real agent loop with persona + tools + provider — that's the true Done test, not the MCP direct call.)Governed by vd-done-is-executed]]. Pairs with vd-run-the-real-path]].
Other measured skills in the registry, with their headline benchmark lift.