vlwkaos

Benchmark ir search pipeline — design-first, parameterized experiments. Defines comparison matrix before running anything; finds best variant candidate before head-to-head. Use for threshold tuning, A/B comparison, signal collection, fusion weight sweeps.

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Interactively build a smoltrain CharCNN classifier end-to-end — ask the user what to classify, scaffold taxonomy.yaml, generate training data, train, eval, and optionally serve. Use when someone wants to train a classifier with smoltrain.