feat(linkedin-thought-leadership): v1.0.0 — initial open-source import
Build LinkedIn thought leadership with algorithmic understanding, strategic consistency, and AI-assisted content creation. Updated for the January 2026 360Brew algorithm change. 16 agents, 25 commands, 6 skills, 9 hooks, 24 reference docs. Personal data sanitized: voice samples generalized to template, high-engagement posts cleared, region-specific references replaced with placeholders. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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# First Comment Strategy
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Your first comment is a strategic tool, not an afterthought. Used correctly, it extends your post's value without triggering algorithm penalties. Used poorly, it looks like spam.
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## Why First Comments Matter
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LinkedIn's 360Brew algorithm penalizes external links in post bodies by 25-40% reach suppression. The first comment is the accepted workaround — but it's much more than a link dump.
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**First comment benefits:**
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- Avoids link penalty while still providing resources
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- Adds a second engagement surface (people reply to comments)
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- Signals to the algorithm that the post is generating conversation
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- Lets you add context that didn't fit the post's character limit
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- Creates a natural CTA without cluttering the main post
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## Timing Strategy
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### Immediate (within 60 seconds)
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**Best for:** Link-sharing, resource lists, CTA
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**Why:** Ensures the comment appears at the top before others comment. LinkedIn treats author comments as pinned by default when posted first.
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### Delayed (15-30 minutes)
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**Best for:** Engagement boost, conversation starter, hot take
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**Why:** Adds a new engagement signal during the critical first-hour window. The algorithm re-evaluates distribution when new activity appears.
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### Strategic Delay (1-2 hours)
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**Best for:** Follow-up data, poll results teaser, additional perspective
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**Why:** Gives the post time to gain organic engagement first, then re-ignites distribution with fresh activity.
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**Rule of thumb:** If the comment contains a link or resource, post immediately. If it's a conversation starter or additional perspective, delay 15-30 minutes.
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## First Comment Templates
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### 1. Link Sharing
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**When:** You reference an article, tool, or resource in the post
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**Template:**
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```
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Here's the [resource type] I mentioned:
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[URL]
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Key takeaway: [1-sentence summary of why it's worth clicking]
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```
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**Example:**
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```
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Here's the Microsoft research paper I mentioned:
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[URL]
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Key takeaway: They found that AI assistants improve developer productivity by 26% — but only when the developer already understands the fundamentals.
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```
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### 2. Extra Context
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**When:** Your post makes a bold claim that needs nuance
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**Template:**
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```
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Some context that didn't fit the post:
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[2-3 bullet points with additional detail, data, or caveats]
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What's your experience with this?
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```
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**Example:**
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```
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Some context that didn't fit the post:
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- This pattern works best for teams of 5-15 people
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- We tested it over 6 months with 3 different departments
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- The 40% improvement was measured in deployment frequency, not lines of code
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What's your experience with this?
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```
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### 3. Resource List
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**When:** You want to provide multiple references without cluttering the post
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**Template:**
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```
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Resources if you want to go deeper:
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1. [Resource name] — [1-line description]
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2. [Resource name] — [1-line description]
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3. [Resource name] — [1-line description]
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Which of these resonates most? I can elaborate.
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```
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### 4. Call to Action
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**When:** Your post is educational and you want to drive a specific action
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**Template:**
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```
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If this resonated, here's what I'd suggest:
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1. [Specific first step]
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2. [Follow-up action]
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3. [Where to learn more or connect]
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DM me if you want [specific offer — template, checklist, conversation].
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```
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### 5. Contrarian Addition
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**When:** You want to add a nuanced take that would weaken the post's hook
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**Template:**
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```
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One thing I deliberately left out of the post:
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[Counterpoint or caveat that adds depth]
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This doesn't invalidate the main point, but it's worth knowing if you're [specific context].
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```
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### 6. Behind-the-Scenes
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**When:** You share a lesson or result and want to add the messy reality
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**Template:**
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```
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What I didn't mention in the post:
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[The failure, struggle, or unexpected twist that preceded the lesson]
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The polished version makes it sound easy. It wasn't.
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```
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### 7. Question Redirect
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**When:** You want to steer the conversation toward a specific topic
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**Template:**
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```
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Curious about something:
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[Specific question that narrows the discussion to your expertise area]
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I'll share my take once I've heard a few perspectives.
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```
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## Self-Comment as Engagement Boost
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Commenting on your own post is not just for adding links. Strategic self-comments can:
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1. **Re-ignite distribution** — A new comment triggers the algorithm to re-evaluate the post
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2. **Model the conversation** — Your comment style sets the tone for how others respond
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3. **Add social proof** — Responding to early commenters shows you're present and engaged
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4. **Extend reach window** — Comments in the 2-4 hour window can extend the post's active distribution
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### Self-Comment Timing Sequence
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| Time | Action | Purpose |
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|------|--------|---------|
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| 0 min | Post goes live | — |
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| 0-1 min | First comment (if link/resource) | Avoid link penalty |
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| 15-30 min | Reply to first 3-5 commenters | Build early engagement momentum |
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| 1-2 hours | Add additional perspective or data | Re-ignite algorithm distribution |
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| 4-6 hours | Respond to remaining comments | Maintain conversation signal |
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## What NOT to Put in First Comments
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- **"Link in comments"** in the post body — LinkedIn recognizes this phrase and may still suppress reach
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- **Multiple links** — One link per comment. More looks like spam
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- **Self-promotional CTAs on every post** — Reserve for 1 in 5 posts maximum (90/10 rule)
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- **Generic comments** — "Thanks for reading!" adds no value
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- **Hashtags** — Put these in the post body, not the comment
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## First Comment for Different Post Types
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| Post Type | First Comment Strategy | Timing |
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|-----------|----------------------|--------|
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| Educational | Resource link or deeper context | Immediate |
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| Story/Personal | Behind-the-scenes addition | 15-30 min delay |
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| Opinion/Hot take | Nuanced caveat or data | Immediate |
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| Question post | Your own answer to model responses | 30 min delay |
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| Carousel | Summary or "which slide resonated?" | Immediate |
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| Poll | "Here's why I'm asking..." context | Immediate |
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| Quick post | Skip first comment (keep it pure) | N/A |
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## Quality Checklist
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Before posting your first comment, verify:
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- [ ] It adds genuine value (not just "link below")
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- [ ] It's 2-5 lines maximum (comments aren't posts)
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- [ ] It has a conversational element (question or invitation)
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- [ ] It doesn't repeat what's already in the post
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- [ ] It doesn't contain "link in comments" phrasing
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- [ ] Links are relevant, not self-promotional spam
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