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[Task] Implement 'Milestone-Driven' prompting strategy #21450

@Abhijit-2592

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@Abhijit-2592

Implement "Milestone-Driven" prompting strategy

Description:
Update System Instructions to adopt the "Topic -> Action -> Summary" pattern. Inhibit narration of routine tool calls (reads/lists) and focus on high-level task summaries. The goal is to make the agent "quiet by default" unless a significant milestone is reached.

Part of: #21304

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area/agentIssues related to Core Agent, Tools, Memory, Sub-Agents, Hooks, Agent Qualitykind/enhancementpriority/p1Important and should be addressed in the near term.workstream-rollupLabel used to tag epics and features that are associated with one of the three primary workstreams🔒 maintainer only⛔ Do not contribute. Internal roadmap item.
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