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Context sub-score of 66/100 indicates moderate ecosystem momentum risk, with Bolt (33), Cursor (26), Linear (6), and v0 (5) all showing weak viral engagement despite stable phases. Architecture (87) and Reliability (83) remain strong, allowing the workflow to tolerate tool changes without structural breakage, but the low individual tool scores across AI coding and productivity layers suggest emerging adoption uncertainty that warrants monitoring for early warning signs of phase decline.