counter-metric-loop

What it does

Adds a second signal, measured independently by a different party than whoever runs the optimizing loop, chosen specifically because it's harder for that loop to game than its primary metric (the governance-wiring move from Step 12).

Inputs

• The optimizing loop's primary metric.
• A second metric, sourced independently of the loop being measured.

Outputs

• A governance edge comparing the two signals and flagging any divergence between them.

Failure mode if skipped

The loop optimizes exactly what it's measured on — including whichever parts of that metric don't actually reflect the outcome anyone wanted in the first place.

Link to starter kit

Kit: starters/counter-metric-loop/README.md