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Get Started Free →- `process(questionnaire)` → weight deltas + narrative
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -57% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -36% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -46% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -68% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -70% | 0% |
process(questionnaire) → weight deltas + narrativePOST /profile-agent
{
"risk_tolerance": "moderate",
"time_horizon": "swing",
"preferred_signals": "technical",
"leverage_comfort": "1-3x",
"assets": "majors_only"
}Returns: profile JSON with deltas + effective weights + narrative.
llm/openai_client.py (optional, for LLM-enhanced mode)Other measured skills in the registry, with their headline benchmark lift.