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Get Started Free →Verifies task completion against stated goals before marking work done. Usew hen the user asks to verify success, confirm completion, or says 'did Iachie ve this'. Runs checks + optional self-refine pass. Triggers: verify goal,con firm success, did I achieve this.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 800% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 63% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -20% | 0% |
self-refine-loopauto-tester| Failure | Response | |---------|----------| | Goal undefined | Ask user to confirm goal before verifying. | | False positive risk | Require evidence (file path, command output, or test result). |
Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.
Other measured skills in the registry, with their headline benchmark lift.