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Get Started Free →Run a small pinned regression suite to detect whether an existing Agent Skill's triggers, tool routing, permissions, output contract, or versioned guidance drifted after a model, harness, tool, or API update. Use when upgrading a model or agent, checking a release, scheduling compatibility checks, or investigating why a formerly working skill changed behavior. Do not use for general skill slimming or to prove broad efficacy; those need a structural audit or paired trial.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | -18% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 57% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -35% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -38% | 0% |
Detect compatibility drift cheaply. Do not turn a canary into a full benchmark.
The coffee is optional. The pinned regression cases are not.
Otherwise pin the new environment and compare against stored expected observations.
references/canary-contract.md.
externally.
Keep task inputs, permissions, tools, reasoning, and timeout stable. Use fresh contexts and capture raw evidence for:
Run the last known-good environment first when practical, then the candidate environment. A missing old runtime is a limitation, not permission to invent a comparison.
sources.
changes.
the run green.
$trust-me-bro when available before claiming the new version improvesefficacy. Otherwise compare the same pinned task in isolated baseline and candidate contexts with one declared verifier. A canary alone never proves uplift.
Report the environment delta, case-by-case observation, raw evidence, drift class, severity, smallest proposed fix, and whether release should pass, warn, or block.
Other measured skills in the registry, with their headline benchmark lift.