Autosota Runtime Cost Estimator | Agent Skills Atlas

About this skill

Estimate training and evaluation runtime plus Vast.ai rental cost for ML/RL paper reproduction runs, AutoSOTA-style experiment loops, and concurrent or parallel RL workloads such as CleanRL with EnvPool. Use when Codex needs evidence-first runtime/cost estimates, platform-safe macOS analysis, Linux-only probing plans, Vast.ai search-only pricing recommendations, or required artifacts such as runtimeestimate.md, costestimate.md, costestimate.json, and autosota.yaml.

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Original listing metadata

Original name

autosota-runtime-cost-estimator

Original description

Estimate training and evaluation runtime plus Vast.ai rental cost for ML/RL paper reproduction runs, AutoSOTA-style experiment loops, and concurrent or parallel RL workloads such as CleanRL with EnvPool. Use when Codex needs evidence-first runtime/cost estimates, platform-safe macOS analysis, Linux-only probing plans, Vast.ai search-only pricing recommendations, or required artifacts such as runtime_estimate.md, cost_estimate.md, cost_estimate.json, and autosota.yaml.

About this listing

Category: Science & research
Reported license: Not specified
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.