$ reward-lens
Build better rewards. Test what they teach.

Usage: reward-lens <command> [options]

Measure
  audit       what this reward accepts, reaches, pays for, and teaches
  trace       what a training run optimised, and what it selected
  compare     what changes if the reward changes
  join        connect audit families to their saved trace and compare evidence
  forecast    freeze a prediction, resolve it, score the ledger
  improve     start from a goal and run the loop

Records
  open        open a report, or the workbench
  export      write a revision, a bundle, a badge, or a SARIF file
  import      validate a report and attach it to a project
  runs        list, show, continue or remove the runs on this machine

Set up
  init        connect a reward system, or start from an example
  doctor      what can be measured here, and what it would cost
  explain     what an error code or a finding means
  describe    the command tree as versioned JSON, for tools and agents
  mcp         run the agent server on stdio

Start here
  reward-lens init --example code-reward ./demo
  reward-lens audit ./demo

Per-command options: reward-lens audit --help
Docs: https://reward-lens.github.io/docs/
