linkedin-studio/references
Kjell Tore Guttormsen 35ed480e5a refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT
Hardening, multiplier class (S31, batch a). Surgical SSOT-reconciliation of
unsourced "Nx" reach/format/growth multipliers asserted as fact in 7 reference
docs. Same discipline as S27/S28/S30: read-and-show -> grep-confirm -> re-grep
final; 8-step interactive gate; operator-approved catalog before edit.

26 edits / 7 files (+32/-32):
- collaborations-guide (10): 10x reach (:3,:476), 2-3x normal (:32), and the six
  per-format "Reach multiplier: Nx" fields (:165/:187/:210/:235/:252/:277) +
  the label-only :292 (no number) folded in for consistency -> "Reach:" with
  directional, no-reliable-multiplier wording.
- linkedin-growth-playbook (10): 3x faster growth (:57/:132), 1.6x reach (:175),
  1.4x engagement (:205), 1.64x poll (:234), the format-multiplier list
  (:246-251 -> SSOT format ranking, numbers dropped), 3.6x respond (:386),
  3x engagements (:422), 5.6x follower growth (:493), 40x search (:636).
- poll-strategy-guide:7 (1.64x), articles-strategy-guide:28-29 (2-3x/10x),
  video-strategy-guide:308 (2-3x distribution), ab-testing-framework:49
  (1.17x-1.6x format multipliers), trajectory:40 (2-3x saves) + :85 (3x).

Vocabulary 1:1 with S30: "tend to / more reach (multiplier unverified)",
"no reliable multiplier", format ranking kept + number dropped -> cite SSOT.

KEPT INTACT: SSOT-backed engagement-order multipliers (save ~= 5x a like,
quality comment ~= 2x a like, ~= 1x baseline). OUT of scope (untouched):
frequency counts (5x5x5, Nx/week), pixel dims, pricing/size-ratio multipliers.

SURFACED -> S31c (descriptive-% subpass, not edited here): growth:58 (130%
follow), growth:177/178 (Buffer 178%/247%), trajectory:39 (30-40%). Flagged
as absolute-figure class outside S31: growth:421/423. Sourcing overclaim to
revisit: growth:492 "Official LinkedIn data".

VERIFY: re-grep residual targets in 7 files -> 0; routed siblings + KEEP intact;
gate scripts/test-runner.sh = 81/0/0 exit 0, counts 29/19/26 + v0.5.0 unchanged.

Push held: origin = open/ (public namespace), STATE.md must not go there;
parked arrow is all-or-nothing pending STATE-placement fix.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016qgzo6rxthw7KuxHjn5vyE
2026-06-20 09:29:25 +02:00
..
ab-testing-framework.md refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT 2026-06-20 09:29:25 +02:00
ai-content-framework.md refactor(linkedin-studio): S29e terminology-scrub — rename thought-leadership-angles.md -> content-angles.md + all pointers 2026-06-20 06:39:49 +02:00
algorithm-signals-reference.md fix(linkedin-studio): S29c terminology-scrub — "thought leadership" → neutral (references/) 2026-06-20 05:44:05 +02:00
analytics-tools-guide.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
articles-strategy-guide.md refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT 2026-06-20 09:29:25 +02:00
collaborations-guide.md refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT 2026-06-20 09:29:25 +02:00
content-angles.md refactor(linkedin-studio): S29e terminology-scrub — rename thought-leadership-angles.md -> content-angles.md + all pointers 2026-06-20 06:39:49 +02:00
data-path-convention.md docs(linkedin-studio): M0-14 — D3 path-convention + voice-readers prototype 2026-06-18 12:38:17 +02:00
engagement-frameworks.md fix(linkedin-studio): S29c terminology-scrub — "thought leadership" → neutral (references/) 2026-06-20 05:44:05 +02:00
first-comment-strategy.md fix(linkedin-studio): S27 ref-consistency A — "penalty/penalizes" framing → SSOT 2026-06-19 22:06:39 +02:00
glossary.md refactor(linkedin-studio): S30 magnitude-scrub (discrete-% class) — unsourced reach/engagement penalties -> SSOT 2026-06-20 09:08:59 +02:00
growth-roadmaps.md fix(linkedin-studio): S29c terminology-scrub — "thought leadership" → neutral (references/) 2026-06-20 05:44:05 +02:00
linkedin-formats.md refactor(linkedin-studio): S30 magnitude-scrub (discrete-% class) — unsourced reach/engagement penalties -> SSOT 2026-06-20 09:08:59 +02:00
linkedin-growth-playbook-2025-2026.md refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT 2026-06-20 09:29:25 +02:00
linkedin-monetization-strategies.md fix(linkedin-studio): S29c terminology-scrub — "thought leadership" → neutral (references/) 2026-06-20 05:44:05 +02:00
linkedin-visual-style.md fix(linkedin-studio): S29c terminology-scrub — "thought leadership" → neutral (references/) 2026-06-20 05:44:05 +02:00
longform-quality-rules.md feat(linkedin): v2.2.0 — harden longform gates from 2nd production run 2026-05-28 20:50:56 +02:00
low-frequency-posting-strategy.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
newsletter-strategy-guide.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
opportunity-generation.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
poll-strategy-guide.md refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT 2026-06-20 09:29:25 +02:00
scheduling-strategy.md fix(linkedin-studio): S29c terminology-scrub — "thought leadership" → neutral (references/) 2026-06-20 05:44:05 +02:00
trajectory-strategy-adjustments.md refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT 2026-06-20 09:29:25 +02:00
troubleshooting-guide.md fix(linkedin-studio): S27 ref-consistency A — "penalty/penalizes" framing → SSOT 2026-06-19 22:06:39 +02:00
url-processing-templates.md fix(linkedin-studio): S27 ref-consistency A — "penalty/penalizes" framing → SSOT 2026-06-19 22:06:39 +02:00
video-strategy-guide.md refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT 2026-06-20 09:29:25 +02:00