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Get Started Free →Run a read-only verification pass after implementation to check whether completion claims are real, validation actually ran, and obvious edge cases or regressions were missed.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-14 | ✗→✓ | ▲ Improved | -62% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -67% | 0% |
| case-17 | ✗→✓ | ▲ Improved | -46% | 0% |
| case-19 | ✗→✓ | ▲ Improved | -58% | 0% |
| case-04 | ✓→✗ | ▼ Worse | -85% | 0% |
Use this skill when the implementation should not be accepted without a separate challenge pass.
Collect a verification context from a git repo:
bashpython3 {baseDir}/scripts/verification_context.py --repo /path/to/repo
Then run the portable verifier prompt from references/prompt-template.md.
python3 {baseDir}/scripts/verification_context.py ...Other measured skills in the registry, with their headline benchmark lift.