refactor(linkedin-studio): S31c descriptive-%-scrub — platform-norm percentages asserted as fact -> SSOT
24 edits / 12 files (+26/-26). Unsourced platform/algorithm/audience percentages reconciled to SSOT vocabulary (figure/proportion/multiplier unverified). Catalog + new sibling clusters (64% follow-up x5, wrong-window 70% x4, Stage-2 6-10% x2) + borderlines (70% retention, 70% mobile) + the ~3% save-worthy straggler (surfaced, not silent). The SSOT-sourced ~70% reach figure is KEPT; only the wrong window corrected (60min/1h -> first 15-30 min). Sourced/computed benchmarks kept (Buffer 178%/247%, Socialinsider 11%). KEPT C1: ~45% AI-comment figure (already hedged correlational/medium-confidence). Gate 81/0/0 exit 0, counts 29/19/26 + v0.5.0. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016qgzo6rxthw7KuxHjn5vyE
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@ -36,7 +36,7 @@ Before adjusting tactics, identify root causes:
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| Dimension | Current (implied) | Adjustment | Rationale |
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|-----------|-------------------|------------|-----------|
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| **Posting frequency** | Below goal | Increase by 2x (e.g., 2/wk to 4/wk) | Volume is the #1 lever for algorithmic discovery |
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| **Engagement intensity** | Passive or minimal | 5x5x5 at full intensity + 10 extra comments/day on larger creators | External engagement generates 30-40% of new follower growth |
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| **Engagement intensity** | Passive or minimal | 5x5x5 at full intensity + 10 extra comments/day on larger creators | External engagement is a major driver of new follower growth (proportion unverified) |
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| **Format mix** | Text-heavy | Add 2 carousels/week + 1 document post/month | Carousels tend to earn more saves (figure unverified); saves are the strongest growth signal |
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| **Collaboration pace** | Rare or none | 2 collaborations/month minimum | Cross-pollination is the fastest way to break out of a plateau |
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| **Content emphasis** | General expertise | Shift to 80% save-worthy (frameworks, templates, checklists) | Save-worthy content compounds; engagement-only content doesn't |
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