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jarvisemitra
SHL Assessment Recommender - Full implementation with hybrid retrieval, slot-based conversation analysis, safety guards, and evaluation harness
ae3c639 | ## Conversation | |
| ### Turn 1 | |
| **User** | |
| > We're hiring plant operators for a chemical facility. Safety is absolute top priority — reliability, procedure compliance, never cutting corners. What do you recommend? | |
| **Agent** | |
| For a safety-critical frontline role where dependability and rule compliance are the primary concern, the assessment focus must be on personality predictors of safety behaviour — not just knowledge tests. A knowledge test tells you what someone knows about safety; a personality instrument predicts whether they'll actually follow through. | |
| | # | Name | Test Type | Keys | Duration | Languages | URL | | |
| |---|------|-----------|------|----------|-----------|-----| | |
| | 1 | Dependability and Safety Instrument (DSI) | P | Personality & Behavior | 10 minutes | Portuguese (Brazil), Chinese Traditional, Danish, Dutch _(+13 more)_ | <https://www.shl.com/products/product-catalog/view/dependability-and-safety-instrument-dsi/> | | |
| | 2 | Manufac. & Indust. - Safety & Dependability 8.0 | P | Personality & Behavior | 16 minutes | English (USA), German, Latin American Spanish, French _(+4 more)_ | <https://www.shl.com/products/product-catalog/view/safety-and-dependability-focus-8-0/> | | |
| | 3 | Workplace Health and Safety (New) | K | Knowledge & Skills | 9 minutes | English (USA) | <https://www.shl.com/products/product-catalog/view/workplace-health-and-safety-new/> | | |
| _`end_of_conversation`: **false**_ | |
| ### Turn 2 | |
| **User** | |
| > What's the difference between the DSI and the Safety & Dependability 8.0? | |
| **Agent** | |
| Both measure safety-relevant personality, but at different levels. The DSI is a standalone instrument measuring integrity, reliability, and safety attitudes — used across sectors. The Manufacturing & Industrial Safety & Dependability 8.0 is a sector-specific bundled solution with norms calibrated to manufacturing and industrial workforces. If your facility is industrial-classified, the 8.0 gives you industry norms. If you want a general standalone instrument, the DSI is the right choice. | |
| _No recommendations this turn (`recommendations: null`)._ | |
| _`end_of_conversation`: **false**_ | |
| ### Turn 3 | |
| **User** | |
| > We're industrial. The 8.0 bundle is the right fit. Confirmed. | |
| **Agent** | |
| Good choice for an industrial context. Shortlist confirmed. | |
| | # | Name | Test Type | Keys | Duration | Languages | URL | | |
| |---|------|-----------|------|----------|-----------|-----| | |
| | 1 | Manufac. & Indust. - Safety & Dependability 8.0 | P | Personality & Behavior | 16 minutes | English (USA), German, Latin American Spanish, French _(+4 more)_ | <https://www.shl.com/products/product-catalog/view/safety-and-dependability-focus-8-0/> | | |
| | 2 | Workplace Health and Safety (New) | K | Knowledge & Skills | 9 minutes | English (USA) | <https://www.shl.com/products/product-catalog/view/workplace-health-and-safety-new/> | | |
| _`end_of_conversation`: **true**_ | |