sapientinc

sapientinc/PRAXIST

Instructions file CodexOpenCode

AGENTS.md instructions for sapientinc/PRAXIST, covering praxist contributor contract, 1. repository identity, 2. current source layout, 3. core boundary and 4. plugin boundary.

sapientinc/PRAXIST

Agent

This runbook is the machine-facing contract for a Codex- or Claude Code-managed Praxist installation. It keeps the agent-managed lane separate from the local terminal wizard while reusing the same setup profiles, configuration files, and validation.

sapientinc/PRAXIST

Skill Claude CodeCodex

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, continue/resume an interrupted run, restart from the latest…

sapientinc/PRAXIST

Skill Claude CodeCodex

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…

sapientinc/PRAXIST

Skill Claude CodeCodex

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, baseline handling, or launch readiness; when the user asks for an…

sapientinc/PRAXIST

Skill Claude CodeCodex

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 works, asks about praxist commands, task projects, runs, peers…

sapientinc/PRAXIST

Skill Claude CodeCodex

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 Praxist Python environment, install the praxist CLI, install…

sapientinc/PRAXIST

Skill Claude CodeCodex

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 identify domain metrics, benchmarks, prior art, scientific…

sapientinc/PRAXIST

Skill Claude CodeCodex

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 requesting, storing, or using an API key. Use when a user wants a…

sapientinc/PRAXIST

Skill Claude CodeCodex

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 Praxist run, asks to onboard plus initialize plus start, asks…

sapientinc/PRAXIST

Skill Claude CodeCodex

Convert an existing runnable computer-based research project into a formal Praxist task project, or repair a task harness that fails task-init validation. Use when a user wants an agent to transform AI algorithm, robotics, control, simulation, SLAM, LLM, optimization, or other executable research code into a Praxist…

sapientinc/PRAXIST

Skill Claude CodeCodex

Draw readable ASCII line charts directly in the terminal from numeric series, command output, CSV, JSON, or manually extracted points. Use when the user asks for a curve, trend line, score progression, leaderboard trend, metric history, or any plot that should be visible in a CLI/chat transcript without opening a GUI…