feat(linkedin-studio): S16 — optional manual saves in analytics + close deferred onboarding Write MAJOR
Lifts the original v4.0.0 Non-Goal: an optional, manually-entered `saves`
metric through the analytics layer, built location-agnostic (option c) so
UI-brief §9b/M0 relocates the data dir in one place later.
- types: PostMetrics.saves? + Weekly/Monthly summary.totalSaves? (optional);
new RankableMetric type for the always-numeric index-access whitelist
- parser: dedicated parseOptionalCount() — blank/non-numeric/negative -> undefined
("unknown != 0"), genuine 0 kept; saves NOT folded into engagementRate
- reports: totalSaves set only when >=1 post carries saves (backward-compat)
- cli: saves surfaced in import summary + weekly/monthly totals + per-post
- S16-pre: onboarding.md allowed-tools gains Write (closes S15-deferred MAJOR)
- docs (three-doc rule): plugin README boundary + analytics README + root README
+ plugin CLAUDE.md + CHANGELOG; dwell stays explicitly unmeasurable
Independent /trekreview: brief-conformance 0 findings; code-correctness 2 MAJOR
(own lockstep misses) FIXED in-session (parseOptionalCount + edge tests). Gate:
tsc clean, analytics 116/116, lint 74/0/0, hooks 98/98. Within-v4.1.0 refinement
(no surface/count/version change).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@ -9,6 +9,25 @@ This directory contains imported analytics data from LinkedIn CSV exports.
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3. Save the CSV file to `exports/` directory
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4. Run `/linkedin:import` in Claude Code
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### Optional: add per-post saves (manual)
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LinkedIn's CSV export does **not** include saves, and there is no self-serve API
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to pull them — but the per-post save **count** is visible in your native post
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analytics (since ~Sept 2025). To track it, add a `Saves` column to the CSV and
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type the count you read off LinkedIn. The importer picks it up automatically when
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the column is present:
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```
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"Content","Date","Impressions","Reactions","Comments","Shares","Clicks","Saves"
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"My post...",2026-02-10,5000,100,30,15,200,42
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```
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A missing column — or a blank `Saves` cell — leaves saves **unknown** (never
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counted as 0), and saves is **not** folded into the engagement rate (which stays
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comparable to older imports). Saves is the strongest organic engagement signal,
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so the reports surface it as its own line. **Dwell time stays unmeasurable** —
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it is internal to LinkedIn for organic posts, with no count to transcribe.
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## Directory Structure
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```
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@ -50,6 +69,10 @@ Each file contains a batch of imported posts:
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}
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```
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`metrics.saves` is **optional** — present only on posts where you supplied a
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`Saves` column value (see "Optional: add per-post saves" above). Posts without
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it omit the field entirely, so older imports round-trip unchanged.
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### Weekly Reports (weekly-reports/*.json)
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Generated via `/linkedin:report`. Contains:
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