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fix(linkedin-studio): propagate reconciled algorithm numbers, cite-not-restate

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Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Kjell Tore Guttormsen 2026-05-29 20:32:17 +02:00
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plugins/linkedin-studio/README.md
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@ -14,7 +14,7 @@
![Reference Docs](https://img.shields.io/badge/reference_docs-24-teal)
![License](https://img.shields.io/badge/license-MIT-lightgrey)
Most experts know they *should* post on LinkedIn — and quietly don't. The blank editor wins. LinkedIn Studio turns that chore into a system: structured workflows that take you from idea to published, in your own voice, calibrated to how LinkedIn's **360Brew** ranking model (January 2026) actually distributes content. Two engines under one surface — a **feed engine** for short-form posts, carousels, and video scripts, and a **long-form engine** that runs newsletter editions and essays through a serious editorial pipeline before they ever lock. 26 commands, 19 specialized agents, 9 automated quality hooks, and a 24-document knowledge base grounded in the algorithm's real signals.
Most experts know they *should* post on LinkedIn — and quietly don't. The blank editor wins. LinkedIn Studio turns that chore into a system: structured workflows that take you from idea to published, in your own voice, calibrated to how LinkedIn's **topic-relevance** ranking model (2026) actually distributes content. Two engines under one surface — a **feed engine** for short-form posts, carousels, and video scripts, and a **long-form engine** that runs newsletter editions and essays through a serious editorial pipeline before they ever lock. 26 commands, 19 specialized agents, 9 automated quality hooks, and a 24-document knowledge base grounded in the algorithm's real signals.
This is not a shortcut. Hand the wheel to the AI and you land where everyone who did the same lands — the forgettable middle. The plugin removes the friction; the judgment, the genuine engagement, and the effort that make content worth reading remain entirely yours.
@ -52,7 +52,7 @@ For most professionals, the hard part of LinkedIn isn't writing — it's everyth
- **You post in bursts, then go quiet.** Three posts one week, nothing for a month. The algorithm reads inconsistency as "not a creator" and quietly throttles you.
- **You can't see why anything works.** One post reaches 12,000 people; the next, near-identical one, reaches 200. With no model of the ranking signals, every post is a coin flip.
- **Generic AI output sounds like generic AI.** It doesn't sound like you, it leans on buzzwords, and LinkedIn's classifiers increasingly suppress exactly that register. "AI-assisted" only helps if it protects your voice.
- **The ground moved in January 2026.** LinkedIn's **360Brew** model now validates your *profile* before distributing your *content* — an off-topic post or an unoptimized profile caps reach regardless of how good the writing is. Most "LinkedIn tips" predate this and are now actively misleading.
- **The ground moved in 2026.** LinkedIn's **topic-relevance** model now validates your *profile* before distributing your *content* — an off-topic post or an unoptimized profile caps reach regardless of how good the writing is. Most "LinkedIn tips" predate this and are now actively misleading.
**What the plugin does about it:**
@ -60,9 +60,9 @@ For most professionals, the hard part of LinkedIn isn't writing — it's everyth
|----------|---------------------|
| Blank-page paralysis | Guided workflows — from a 5-minute `/linkedin:quick` to a full `/linkedin:pipeline` — so you start from structure, not a void |
| Inconsistency | A scheduling queue, streak tracking, batch creation, and proactive posting reminders that keep cadence visible |
| Algorithm opacity | Every command is calibrated to documented 360Brew signals; hooks gate hook-length, link-suppression, buzzwords, and topic rotation *before* you publish |
| Algorithm opacity | Every command is calibrated to documented topic-relevance signals; hooks gate hook-length, link-suppression, buzzwords, and topic rotation *before* you publish |
| Generic slop | Voice training learns your authentic style and flags drift; a voice-guardian hook catches AI register on the way out |
| The 360Brew shift | `/linkedin:profile` aligns your profile to the new model first, because content distribution now depends on it |
| The topic-relevance shift | `/linkedin:profile` aligns your profile to the new model first, because content distribution now depends on it |
The result is not "AI writes your posts." It's a system that holds the structure, the discipline, and the algorithmic knowledge so you can focus on the one thing only you can supply — the expertise.
@ -77,7 +77,7 @@ LinkedIn Studio is a complete LinkedIn content engine inside Claude Code. Instea
Key capabilities:
- **360Brew profile optimization** aligned with LinkedIn's AI-first content distribution (January 2026 update)
- **profile/topic-relevance optimization** aligned with LinkedIn's AI-first content distribution (2026 update)
- **Content angle system** that generates post ideas from a single topic using 8 universal thought-leadership angles
- **Full content pipeline** from ideation through post-publish 48-hour monitoring
- **Long-form editorial pipeline** — newsletter editions and essays run through skeleton, voice, fact-check, craft, resonance, and cold adversarial review gates *before* they lock
@ -166,7 +166,7 @@ Run the onboarding wizard — it walks you through profile, setup, and your firs
/linkedin:onboarding
```
The wizard handles everything: 360Brew profile checklist, voice and user profile setup, and a guided first post.
The wizard handles everything: topic-relevance profile checklist, voice and user profile setup, and a guided first post.
### Already Set Up?
@ -225,7 +225,7 @@ All 26 commands use colon notation: `/linkedin:post`, `/linkedin:quick`, etc.
| Command | Description |
|---------|-------------|
| `/linkedin:strategy` | Growth strategy + authority building. Phase-specific guidance from foundation (0-1K) through authority establishment (10K+), trajectory-aware adjustments, and signature-content compounding for Phase 2+. The single growth/authority entry point — `/linkedin:profile` owns 360Brew alignment. |
| `/linkedin:strategy` | Growth strategy + authority building. Phase-specific guidance from foundation (0-1K) through authority establishment (10K+), trajectory-aware adjustments, and signature-content compounding for Phase 2+. The single growth/authority entry point — `/linkedin:profile` owns topic-relevance alignment. |
| `/linkedin:monetize` | Monetization strategy with scored readiness assessment, stage-specific action plans, lead magnet blueprints, DM conversion workflows, and revenue dashboards. |
| `/linkedin:outreach` | Outreach orchestrator covering both collaborations and speaking opportunities under one paradigm: readiness assessment (collab thresholds + 100-pt speaker scorecard), partner scoring (25-pt rubric), event/CFP search with Nordic/European conference calendar, 12 collaboration formats across 4 maturity tiers, 4 talk abstract templates, speaker bio variants, co-creation production workflow, unified pipeline tracker, and quarterly results dashboard. |
@ -233,7 +233,7 @@ All 26 commands use colon notation: `/linkedin:post`, `/linkedin:quick`, etc.
| Command | Description |
|---------|-------------|
| `/linkedin:profile` | 360Brew profile optimization checklist. Audits About section, Experience, Headline, content history alignment, and network patterns. |
| `/linkedin:profile` | profile/topic-relevance optimization checklist. Audits About section, Experience, Headline, content history alignment, and network patterns. |
| `/linkedin:setup` | Guided setup to populate asset templates with real data. 6 sub-workflows: voice samples, case studies, frameworks, post analysis, demographics, user profile. Calculates personalization score. |
| `/linkedin` | Main router. Shows posting status (streak, weekly progress) and lists all available commands with contextual guidance. |
@ -535,9 +535,9 @@ The plugin enforces quality standards through hooks and agent behavior:
| Hook length | 110-140 characters | PreToolUse quality gate |
| Post length (standard) | 1,200-1,800 characters | PreToolUse quality gate |
| Post length (quick) | 150-500 characters | PreToolUse quality gate |
| No external links in body | 0 links | PreToolUse quality gate (40-50% reach suppression) |
| No external links in body | 0 links | PreToolUse quality gate (body links correlate with lower reach) |
| No corporate buzzwords | Blocklist: leverage, synergy, paradigm shift, thought leader, disruptive, value proposition, ecosystem, holistic approach | PreToolUse quality gate |
| Topic alignment | Must align with 5 core expertise areas | 360Brew signal check |
| Topic alignment | Must align with 5 core expertise areas | topic-relevance signal check |
| Topic rotation | No back-to-back same pillar; no pillar >50% in 14 days | Topic rotation gate (warn-only) |
| Voice consistency | AI authenticity check + voice matching | Voice guardian hook |
@ -612,7 +612,7 @@ Scheduled posts are tracked in `assets/drafts/queue.json`:
| **1.2.0** | 2026-04-11 | Friction reduction release. Auto-clipboard on all content commands, reduced interactive steps (max 2 per post), deterministic state management (`state-updater.mjs`), MCP image carousel pipeline, progressive onboarding, iCal calendar integration for batch scheduling, auto-prune content history (90 days). |
| **1.1.0** | 2026-04-08 | Q2 feature release. 27 commands (+onboarding, +carousel). Week-rollover automation, voice drift scoring, industry content matrix, multi-URL react, day-of-week heatmap, month-over-month reports. |
| **1.0.0** | 2026-04-07 | Public release. 25 commands, 16 agents, 9 hooks, 6 skills, 24 reference docs. Agent model tiering (Sonnet/Haiku), all scripts Node.js, comprehensive documentation. |
| **0.6.0** | 2026-02-07 | First formal version. 20 commands, 15 agents, 8 hooks, analytics system, 360Brew profile optimization, content matrix system, personalization engine, 20 reference documents. |
| **0.6.0** | 2026-02-07 | First formal version. 20 commands, 15 agents, 8 hooks, analytics system, profile/topic-relevance optimization, content matrix system, personalization engine, 20 reference documents. |
See [CHANGELOG.md](CHANGELOG.md) for full details and known gaps.