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Get Started Free →Chain-loaded test-fix pipeline. 5-phase test generation and iterative execution.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | -68% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -68% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -59% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -72% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -85% | 0% |
Use chain_loader to execute:
chain_loader start --chain=workflow-test-fix — Full test-fix pipelinechain_loader start --chain=workflow-test-fix --entry=execute-only — Test cycle onlyPhases from .claude/skills/workflow-test-fix/phases/. Variables: session_id, goal, auto_yes
Other measured skills in the registry, with their headline benchmark lift.