Establish detailed context for Praxist before helping a user install, configure, operate, troubleshoot, or extend the system. Use when the user is new to Praxist, has installed or is about to install the package, asks what Praxist does, asks how Praxist…
Start, stop, resume, inspect status, open the independent read-only foreground TUI, detect active runs, and safely repair Praxist run lifecycle boundaries from a supported agent interface. Use when the user asks to launch a Praxist task, stop or kill a run,…
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…
Build a Praxist task project through a confirmation-first interactive agent workflow. Use when a user wants Praxist task initialization with human confirmation of research goals, constraints, metrics, ranking rules, evaluation protocol, compute budget,…
Install Praxist runtime dependencies and configure user-level Praxist provider credentials for a source checkout or pip-installed environment. Use when the user asks an agent to install or repair Praxist requirements, prepare a Praxist host, create the…
Gather task-agnostic scientific research context for Praxist task projects using no-key public literature/database/open-access lookup, agent-host web search when available, local project documents, and source/provenance notes. Use when an agent needs to…
Onboard, initialize or repair, validate, and launch a Praxist research task in Codex-native mode through the official Codex SDK runtime and the operator's existing saved ChatGPT login, with catalog-verified gpt-5.6-luna as the default model and without…
Orchestrate first-use Praxist onboarding, current task initialization, validation, and detached run launch from a supported agent interface. Use when a user wants a one-command or one-conversation path from an existing runnable research project to a started…