docs: address final model experience review
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@@ -40,24 +40,22 @@ Unit suites drive a real agent loop against a mock adapter (no network) and cove
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### First-threshold context message
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**What the model sees**: At the first configured consecutive-repeat threshold, that agent receives the exact [gentle reminder](#first-threshold-reminder). No tool schema or normal-call text is added.
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**What the model sees**: At the first configured consecutive-repeat threshold, that agent receives the reminder below. No tool schema or normal-call text is added.
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**Token effect**: Zero tokens before the threshold. The reminder is retained history for that agent.
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### Later-threshold context message
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**What the model sees**: A later threshold receives the exact [detailed reminder template](#later-threshold-reminder). A capped argument preview ends exactly `… (+<omitted> more chars)`.
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**Token effect**: Each reminder is retained history; `argumentsPreviewChars` bounds its data-dependent argument text, while agents keep independent counters.
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### Verbatim model-visible text
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#### First-threshold reminder
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```markdown
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You are repeating the exact same tool call with identical arguments. Carefully analyze the previous result before calling again: if the task is not complete, try a different approach or different arguments instead of repeating the call.
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```
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### Later-threshold context message
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**What the model sees**: A later threshold receives the detailed reminder template below. A capped argument preview ends exactly `… (+<omitted> more chars)`.
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**Token effect**: Each reminder is retained history; `argumentsPreviewChars` bounds its data-dependent argument text, while agents keep independent counters.
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#### Later-threshold reminder
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```markdown
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