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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** | |
| > I'm hiring a senior Rust engineer for high-performance networking infrastructure. What assessments should I use? | |
| **Agent** | |
| SHL's catalog doesn't currently include a Rust-specific knowledge test. The closest fit for a senior IC is Smart Interview Live Coding β an adaptive live-coding interview where your panel can frame Rust-specific tasks directly. Linux Programming covers systems depth, and Networking and Implementation covers the infrastructure dimension. Want me to build a shortlist from these? | |
| _No recommendations this turn (`recommendations: null`)._ | |
| _`end_of_conversation`: **false**_ | |
| ### Turn 2 | |
| **User** | |
| > Yes, go ahead. Should I also add a cognitive test for this level? | |
| **Agent** | |
| Yes β Verify G+ is appropriate for senior technical candidates, covering inductive, numerical, and deductive reasoning in a single adaptive test. Full shortlist: | |
| I'm including OPQ32r by default as the personality component for a senior IC hire β say the word if you'd rather drop it. | |
| | # | Name | Test Type | Keys | Duration | Languages | URL | | |
| |---|------|-----------|------|----------|-----------|-----| | |
| | 1 | Smart Interview Live Coding | K | Knowledge & Skills | Variable | English (USA) | <https://www.shl.com/products/product-catalog/view/smart-interview-live-coding/> | | |
| | 2 | Linux Programming (General) | K | Knowledge & Skills | 25 minutes | English (USA) | <https://www.shl.com/products/product-catalog/view/linux-programming-general/> | | |
| | 3 | Networking and Implementation (New) | K | Knowledge & Skills | 7 minutes | English (USA) | <https://www.shl.com/products/product-catalog/view/networking-and-implementation-new/> | | |
| | 4 | SHL Verify Interactive G+ | A | Ability & Aptitude | 36 minutes | English (USA), Chinese Traditional, Korean, Serbian _(+29 more)_ | <https://www.shl.com/products/product-catalog/view/shl-verify-interactive-g/> | | |
| | 5 | Occupational Personality Questionnaire OPQ32r | P | Personality & Behavior | 25 minutes | English International, French (Canada), Portuguese, Chinese Simplified _(+35 more)_ | <https://www.shl.com/products/product-catalog/view/occupational-personality-questionnaire-opq32r/> | | |
| _`end_of_conversation`: **false**_ | |
| ### Turn 3 | |
| **User** | |
| > That works. Thanks. | |
| **Agent** | |
| Note there's no Rust-specific test in the catalog β worth revisiting if that changes. | |
| | # | Name | Test Type | Keys | Duration | Languages | URL | | |
| |---|------|-----------|------|----------|-----------|-----| | |
| | 1 | Smart Interview Live Coding | K | Knowledge & Skills | Variable | English (USA) | <https://www.shl.com/products/product-catalog/view/smart-interview-live-coding/> | | |
| | 2 | Linux Programming (General) | K | Knowledge & Skills | 25 minutes | English (USA) | <https://www.shl.com/products/product-catalog/view/linux-programming-general/> | | |
| | 3 | Networking and Implementation (New) | K | Knowledge & Skills | 7 minutes | English (USA) | <https://www.shl.com/products/product-catalog/view/networking-and-implementation-new/> | | |
| | 4 | SHL Verify Interactive G+ | A | Ability & Aptitude | 36 minutes | English (USA), Chinese Traditional, Korean, Serbian _(+29 more)_ | <https://www.shl.com/products/product-catalog/view/shl-verify-interactive-g/> | | |
| | 5 | Occupational Personality Questionnaire OPQ32r | P | Personality & Behavior | 25 minutes | English International, French (Canada), Portuguese, Chinese Simplified _(+35 more)_ | <https://www.shl.com/products/product-catalog/view/occupational-personality-questionnaire-opq32r/> | | |
| _`end_of_conversation`: **true**_ | |