docs(linkedin-studio): honest dated API/auto-publish/analytics boundaries
Wave 3 / Step 10 of the remediation plan (Phase 1 — usable by a non-author), per
research/02.
State what the plugin can and cannot do for a PERSONAL profile, dated 'as of
2026-05', without replacing one false claim with another:
- README.md: new 'Boundaries (as of 2026-05)' section. (a) post-level analytics API
EXISTS but is partner-gated (vetted Community Management app + verified org +
Page) — not self-serve; CSV is the practical floor; saves visible natively
(count-only, ~Sept 2025) with no self-serve API pull. (b) auto-publish is
technically POSSIBLE self-serve (w_member_social) but deliberately NOT built — a
design + ToS choice, explicitly 'not an impossibility' (avoids the new false
'cannot auto-publish' claim). (c) dwell internal-only for organic, not exportable.
- commands/calendar.md: the publish action now states plainly it marks a post YOU
posted manually as published — the tool does not post on your behalf.
- commands/report.md: dated the saves/no-self-serve-API note ('as of 2026-05').
- commands/import.md: dated 'Why CSV' note — API is partner-gated, CSV is the floor.
Verify: grep -niE 'cannot auto-publish|only way to (get|access)' README.md
commands/*.md -> no matches; grep -ni 'as of 2026' README.md -> 2.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@ -236,7 +236,7 @@ Compare current week's `aggregateMetrics` against baseline means and standard de
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🔴 **Critical: Engagement rate declining**
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Your engagement rate has dropped from 4.2% to 2.8% over the last 3 weeks.
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→ **Action:** Review recent post hooks. Consider more provocative angles or questions.
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→ **Reference:** Hook length should be <140 chars. In the engagement order (see `references/algorithm-signals-reference.md`), saves rank above shares, then quality comments, then reactions. Saves are visible in your native LinkedIn post analytics (count-only, ~Sept 2025 onward) but there is no self-serve API to pull them — so this tool does not auto-track saves; read them in LinkedIn directly. Dwell time is internal to LinkedIn for organic posts (not exposed anywhere this tool can read).
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→ **Reference:** Hook length should be <140 chars. In the engagement order (see `references/algorithm-signals-reference.md`), saves rank above shares, then quality comments, then reactions. Saves are visible in your native LinkedIn post analytics (count-only, ~Sept 2025 onward) but (as of 2026-05) there is no self-serve API to pull them — so this tool does not auto-track saves; read them in LinkedIn directly. Dwell time is internal to LinkedIn for organic posts (not exposed anywhere this tool can read).
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🟢 **Positive: New impression record**
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Your post on [topic] achieved 12,500 impressions — a personal best!
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