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- system prompt: describe results for learning-content creators without internal identifiers, claim only what tool results show, carry requests through, keep the final report brief; scope "answer without a tool" to pure questions - pro-editing: drop the contradictory hard-call-cap claim; finish large requests instead of handing work back, with a non-converging page noted in the final report - stage-design: skip plan confirmation when the user already gave a full structure or asked to proceed; check narration audio via generate_tts counts and read each page's actions subtree once for blank or off-topic narration; brief closing report Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>