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  • Consider output token limit when computing budget.
  • clamp output token limit at 12,000 for standard models, 24,000 for thinking models
  • improve tracing of sub-agents: swarm, prompt_optimizer, validation_specialist
  • additional instructions for running validation_specialist

- Consider output token limit when computing budget.
- clamp output token limit at 12,000 for standard models, 24,000 for thinking models
- improve tracing of sub-agents: swarm, prompt_optimizer, validation_specialist
- additional instructions for running validation_specialist
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PR Quality Check

Pylint Score: 9.72/10 [PASS]
Tests: Check workflow status above

[PASS] All checks passed!

@double16 double16 merged commit cfa1c7a into main Jan 23, 2026
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2 participants