Data Science & Analytics
Praxist Diagnostic
Diagnose Praxist run health, artifact integrity, research-loop completeness, generation-scoped DIG/QD, PI/Gems/frontier/incubator consistency, peer memory freshness, diversity HHI, hardware utilization, LLM/runtime friction, task harness health, sustained low-performance causes, strongest variants/Pareto front, strong-variant lineage, and human-readable run reports. Use when the user asks an agent to investigate whether a current or historical Praxist run is healthy, why progress or performance is weak, whether artifacts or promotions are missing, whether guard or resource issues are blocking peers, to produce a detailed agent behavior analysis report, to generate an A/B/C run report, or to improve or optimize a task after diagnosis using task-directory-only parameter and prompt changes. Default diagnostics are analysis-only; explicit improvement mode may stop the selected run and edit task-level configuration/prompts, but must not modify Praxist core logic.
- Publisher / source
- sapientinc/PRAXIST (found on GitHub top repositories)
- Upstream record
- sapientinc/PRAXIST
- Version
- Version 1
- Published
- Publication review
- Approved for publication
- Content fingerprint
da9a74824bf4fe49224b445de172a5b299a7e55876715df0fa8244e1cc877ff7