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ai-career-assistant.md (modules, prompt flow, provider abstraction, append-only history model, extension points, security). Master guide + roadmap Phase 5 updated with the shipped workspace and the open provider-selection extension. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>