linkedin-studio/scripts/analytics/src
Kjell Tore Guttormsen d2e1f038c6 fix(linkedin-studio): honest saves/dwell wording, no false tracking claim
Wave 2 / Step 7 of the remediation plan (research/02 D2/D4).

The tool parses the LinkedIn analytics CSV export, which has no saves/dwell — and
there is no self-serve API to pull them. Stop implying it tracks them:
- report.md: replace "Saves (10x weight) and expert comments (7-9x) are the
  highest-impact signals" with honest wording — saves rank highest in the
  engagement ORDER (cite references/algorithm-signals-reference.md, not a restated
  coefficient), but are visible only in native LinkedIn post analytics (count-only,
  ~Sept 2025+) with no self-serve API, so this tool does not auto-track them; dwell
  is internal to LinkedIn for organic posts.
- types.ts: document why PostMetrics intentionally omits saves/dwell (no ingest
  source) so a future contributor does not "add the missing fields".
- strategy.md: reconcile two saves references (signature-content criterion +
  authority scorecard) to say the count is read from native LinkedIn analytics, not
  captured by this tool.

No new metric field, no manual-entry feature (operator Q3).

Verify: report.md has no "Saves (10x"/"highest-impact signals" and does say "no
self-serve API"; tsc --noEmit clean; analytics suite 106/106; structural lint
0 failed (report.md cites the reference, so stat-consistency stays green).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-05-30 00:28:23 +02:00
..
models fix(linkedin-studio): honest saves/dwell wording, no false tracking claim 2026-05-30 00:28:23 +02:00
parsers feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
reports feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
utils fix(linkedin-studio): anchor analytics root on plugin marker + surface npm install 2026-05-29 21:18:33 +02:00
cli.ts fix(linkedin-studio): anchor analytics root on plugin marker + surface npm install 2026-05-29 21:18:33 +02:00