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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>
This commit is contained in:
Kjell Tore Guttormsen 2026-05-29 20:32:17 +02:00
commit 4700248cc4
32 changed files with 133 additions and 113 deletions
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4
plugins/linkedin-studio/skills/linkedin-analytics/SKILL.md
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@ -106,8 +106,8 @@ Is your reach down?
### Common Causes
1. **360Brew profile mismatch** -- Topic doesn't align with profile (see `references/algorithm-signals-reference.md`)
2. **External link penalty** -- Link in post body causes 40-50% reach suppression
1. **topic-relevance profile mismatch** -- Topic doesn't align with profile (see `references/algorithm-signals-reference.md`)
2. **External link reach effect** -- Links in the post body correlate with lower reach (see `references/algorithm-signals-reference.md`)
3. **Engagement drop** -- Not doing pre-post engagement (5x5x5 method)
4. **Topic inconsistency** -- Posting outside your established expertise areas
5. **Format fatigue** -- Same format every post, audience stops engaging

10
plugins/linkedin-studio/skills/linkedin-studio/SKILL.md
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@ -62,9 +62,9 @@ This plugin uses **6 focused skills**. This main skill contains shared knowledge
---
### Algorithm Context (360Brew - January 2026)
### Algorithm Context (Profile/Topic Relevance, 2026)
LinkedIn's 360Brew algorithm now validates your profile across 5 criteria (About, Experience, Content History, Network, Engagement Patterns) BEFORE distributing content. Strong profile alignment = wider distribution. See the `linkedin-voice` skill for detailed profile optimization guidance and the full 360Brew framework.
LinkedIn's topic-relevance ranking now validates your profile across 5 criteria (About, Experience, Content History, Network, Engagement Patterns) BEFORE distributing content. Strong profile alignment = wider distribution. See the `linkedin-voice` skill for detailed profile optimization guidance and the full relevance-model framework.
---
@ -74,9 +74,9 @@ These rules apply to ALL content created by any skill or command:
1. **Hook:** 110-140 characters (mobile cutoff threshold)
2. **Post length:** 1,200-1,800 chars (standard), 150-500 chars (quick)
3. **No external links** in post body (40-50% reach suppression)
3. **No external links** in post body (correlate with lower reach — see `references/algorithm-signals-reference.md`)
4. **No corporate buzzwords:** leverage, synergy, paradigm shift, thought leader, disruptive, value proposition, ecosystem, holistic approach
5. **Topic alignment:** Must align with user's 5 core expertise areas (360Brew signal)
5. **Topic alignment:** Must align with user's 5 core expertise areas (topic-relevance signal)
6. **Voice:** Always read `assets/voice-samples/` before generating content
7. **Quality scorecard:** See `assets/checklists/quality-scorecard.md`
@ -122,7 +122,7 @@ These rules apply to ALL content created by any skill or command:
| `/linkedin:react` | URL-to-post pipeline -- react to articles, news, research |
| `/linkedin:post` | Full post creation (10-15 min workflow) |
| `/linkedin:quick` | 5-minute quick post (3-line formula) |
| `/linkedin:profile` | 360Brew profile optimization |
| `/linkedin:profile` | profile/topic-relevance optimization |
| `/linkedin:analyze` | Content/performance analysis |
| `/linkedin:ab-test` | Design and manage A/B content tests |
| `/linkedin:strategy` | Growth strategy planning |

20
plugins/linkedin-studio/skills/linkedin-voice/SKILL.md
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@ -2,14 +2,14 @@
name: linkedin-voice
description: |
LinkedIn voice training, profile optimization, content differentiation, and authenticity
checking. Covers voice profile building, drift detection, 360Brew profile alignment,
checking. Covers voice profile building, drift detection, topic-relevance profile alignment,
originality scoring, and maintaining authentic presence on LinkedIn.
This skill should be used when the user wants to optimize their LinkedIn profile, train their voice,
check content originality, detect voice drift, build a voice profile, or ensure
their content is differentiated from commodity content.
Triggers on: "optimize my LinkedIn profile", "360Brew", "profile optimization",
Triggers on: "optimize my LinkedIn profile", "topic-relevance", "profile optimization",
"analyze my voice", "build voice profile", "voice audit", "does this sound like me",
"voice drift", "is this original", "differentiation check", "originality check",
"commodity content", "unique angle", "am I authentic", "my writing style",
@ -18,7 +18,7 @@ description: |
## Voice and Profile Domain
This skill covers voice identity, profile optimization for the 360Brew algorithm, content differentiation, and authenticity maintenance.
This skill covers voice identity, profile optimization for the topic-relevance ranking, content differentiation, and authenticity maintenance.
---
@ -26,7 +26,7 @@ This skill covers voice identity, profile optimization for the 360Brew algorithm
| Command | Purpose | When to Use |
|---------|---------|-------------|
| `/linkedin:profile` | 360Brew profile optimization | Profile setup and audit |
| `/linkedin:profile` | profile/topic-relevance optimization | Profile setup and audit |
## Agents
@ -37,17 +37,17 @@ This skill covers voice identity, profile optimization for the 360Brew algorithm
---
## 360Brew Profile Validation (January 2026)
## Profile/Topic Relevance Validation
**This is the most significant LinkedIn algorithm change since the platform launched.**
### The Fundamental Shift
**Before January 2026:** Post something -> Goes to 10% of your audience -> LinkedIn tracks engagement -> Decides if more people should see it.
**In the older feed model:** Post something -> Goes to 10% of your audience -> LinkedIn tracks engagement -> Decides if more people should see it.
**After January 2026:** LinkedIn auditions you FIRST. Before your post goes anywhere, the algorithm scans your profile to determine if you're actually qualified to talk about the topic.
**In the 2026 relevance model:** profile/topic relevance is weighed alongside engagement — content matched to your demonstrated expertise is distributed more widely (including beyond your network), so an off-topic post from a misaligned profile tends to underperform.
### The 360Brew Scoring System
### The Profile/Topic Relevance Factors
LinkedIn's 150B parameter foundation model evaluates **five criteria** before your post reaches anyone:
@ -77,7 +77,7 @@ For detailed algorithm mechanics, see `references/algorithm-signals-reference.md
### About Section (CRITICAL)
Your About section is the **first signal** telling 360Brew what you're qualified to discuss.
Your About section is the **first signal** telling topic-relevance what you're qualified to discuss.
**Structure for optimization:**
@ -197,7 +197,7 @@ The differentiation-checker agent evaluates content across five dimensions:
| File | When to Read |
|------|--------------|
| `references/algorithm-signals-reference.md` | Profile optimization, 360Brew |
| `references/algorithm-signals-reference.md` | Profile optimization, topic-relevance |
| `references/linkedin-visual-style.md` | Visual identity consistency |
| `assets/voice-samples/` | Voice reference (always read before content creation) |
| `config/user-profile.template.md` | User personalization setup |