AI Agent Skills

Chaotic domain: act to impose minimal constraints when cause-effect is invisible. Use when: production down with gibberish logs, completely novel problem, crisis, delibe…

SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch exper…

Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Open Source ML Model Versioning, Metadata, and Experiment Management

Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants…

Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a…

Calculate and model paid-media CPA, CPL, CPC, CPM, ROAS, MER, break-even targets, contribution margin, LTV:CAC, impression-share opportunity, budgets, forecasts, and exp…

Build a complete experiment pipeline for your PyTorch MIP model in 10 seconds.