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Summary
Testing
Note
Medium Risk
Adds a new analytics endpoint and MCP surface that synthesizes multiple data sources (profile + project workspace) into guidance; risk is moderate due to new branching/selection logic and new response fields that clients must handle.
Overview
Adds proactive session-start coaching alongside the existing retrospective coaching flow.
Introduces
GET /api/v1/analytics/coaching/session-startplus a new MCP toolsession_start_coaching(...)that accepts optionalproject_name,workflow_hint, andtask_hint, and returns a contextual brief (starting pattern, recommended model/tools, and watch-outs) derived from engineer profile + project workspace signals.Extends
CoachingBriefwithbrief_typeand optionalcontext_summary, and refactors MCP rendering via_render_coaching_briefso both retrospective and session-start briefs share formatting; adds targeted tests covering auth gating, hint normalization, and MCP client behavior.Marks the roadmap item for session-start coaching as shipped.
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