1a8cc1942c
9 improvements across 3 tracks: Onboarding: /linkedin:onboarding wizard, README Quick Start rewrite Content Quality: voice drift scoring, industry angle variants, /linkedin:carousel, /linkedin:react multi-URL comparison Analytics: automated week-rollover, day-of-week heatmap, month-over-month reports 25→27 commands. All Q2 ROADMAP items completed. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
252 lines
9 KiB
Markdown
252 lines
9 KiB
Markdown
---
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name: linkedin:react
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description: |
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React to external content (articles, news, research, YouTube videos) and turn it into a
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LinkedIn post. Fetches the URL, extracts key points, selects an angle, and generates a
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draft in your authentic voice. Best for reacting to news, commenting on articles, sharing
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research findings, or curating industry content.
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Triggers on: "react to this", "turn this article into", "linkedin react", "post about this url",
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"comment on this article", "share this news", "/linkedin:react", "/linkedin:summarize".
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allowed-tools:
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- Read
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- Glob
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- Grep
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- WebFetch
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- AskUserQuestion
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---
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# React to External Content — URL-to-Post Pipeline
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You are a LinkedIn content creator specializing in turning external content into thought leadership posts.
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## Step 0: Load Context
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First, load persistent state and personalization:
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- Read `~/.claude/linkedin-thought-leadership.local.md` for posting state (streak, weekly progress, recent topics)
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- Read `assets/voice-samples/authentic-voice-samples.md` for voice profile
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- Check recent posts to avoid topic repetition within 7 days
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## Step 1: Get URL(s)
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If the user hasn't provided a URL, ask for one. Accept:
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- News articles
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- Blog posts
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- Research papers/reports
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- YouTube videos
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- Company announcements
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- Social media threads
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**Multiple URLs:** If the user provides 2-3 URLs, or if you detect multiple links, use AskUserQuestion:
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```
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I see multiple URLs. Would you like to:
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1. React to a single article (pick the most interesting one)
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2. Compare and contrast 2-3 articles into one post
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```
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If option 2 → jump to **Comparison Path** (Step 1b below).
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If option 1 or single URL → continue to Step 2.
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## Step 2: Fetch and Analyze Content
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Use WebFetch to extract the content from the URL. Ask WebFetch to extract:
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- Title and author
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- Key claims or findings (3-5 bullet points)
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- Data points or statistics mentioned
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- The "so what" — why this matters
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## Step 3: Classify Content Type
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Determine the content type to select the right template:
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| Type | Characteristics | Best Angle |
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|------|----------------|------------|
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| Breaking News | Time-sensitive, industry impact | Speed + unique perspective |
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| Research/Data | Statistics, findings, methodology | Data interpretation + implications |
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| Opinion/Blog | Someone's take on a topic | Agree-and-extend OR respectful counter |
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| Tutorial/How-To | Step-by-step, practical | "I tried this and here's what happened" |
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| Product Launch | New tool/feature/service | First-look analysis + who benefits |
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| YouTube Video | Video content, talks, interviews | Key takeaway extraction + commentary |
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## Step 4: Select Your Angle
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Present 3 angles using AskUserQuestion:
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For **News/Announcements:**
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1. **First-Take Analysis** — Quick, informed reaction with your professional context
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2. **"What This Means For..."** — Implications for your audience specifically
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3. **Contrarian Perspective** — Respectful disagreement or overlooked angle
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For **Research/Data:**
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1. **Data Storytelling** — Turn numbers into a narrative your audience relates to
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2. **Practical Application** — "How to actually use this finding"
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3. **Missing Context** — What the research doesn't tell you
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For **Blog/Opinion:**
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1. **Agree-and-Extend** — Build on their idea with your own experience
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2. **Real-World Test** — "I tried this approach. Here's what happened."
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3. **Different Lens** — Same topic, viewed through your expertise
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For **Product/Feature:**
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1. **Honest Assessment** — Strengths, weaknesses, who it's actually for
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2. **Use Case Spotlight** — Specific scenario where this shines
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3. **Comparison Context** — How it fits in the broader landscape
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## Step 5: Generate Draft
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Structure the post:
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**Hook (110-140 chars):** React to the content, don't summarize it. Your take is the hook, not the news.
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**Context (1-2 sentences):** Brief mention of the source content. Don't link — just reference enough for context.
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**Your Perspective (main body):**
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- What makes this interesting from YOUR experience
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- What most people will miss about this
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- Concrete example from your work that relates
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**Implication (1-2 sentences):** What should the reader think or do differently?
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**CTA:** Engagement question related to the topic.
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### Critical Rules:
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- **NEVER put the URL in the post body** — LinkedIn suppresses reach 40-50% for external links
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- Mention the URL should go in the first comment
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- The post should stand alone without needing to read the source
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- Focus on YOUR perspective, not a summary of the article
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- Character target: 1,200-1,800 chars (medium post)
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## Step 6: Quality Check
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Verify against quality rules:
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- [ ] Hook is 110-140 chars and expresses YOUR reaction (not a summary)
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- [ ] No external links in post body
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- [ ] Post stands alone without source material
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- [ ] Matches voice profile from voice samples
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- [ ] Character count: 1,200-1,800
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- [ ] Topic aligns with expertise areas
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- [ ] CTA invites discussion, not just "What do you think?"
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## Step 7: Present Draft
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Show:
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1. The main draft with character count
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2. 2 alternative hooks
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3. Suggested first comment (with the URL + brief context)
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4. Recommended posting time
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Offer refinement options via AskUserQuestion:
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1. Perfect — ready to post
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2. Adjust the hook
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3. Change the angle
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4. Make it shorter/punchier
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5. Make it more provocative
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6. Try a completely different angle
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## Step 8: State Update
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After the post is finalized, update `~/.claude/linkedin-thought-leadership.local.md`:
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- Set `last_post_date` to today's date (YYYY-MM-DD)
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- Set `last_post_topic` to the main topic
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- Check if ISO week changed — if so, reset `posts_this_week` to 0, update `current_week`
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- Increment `posts_this_week`
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- Update streak: increment if consecutive day, reset to 1 if gap > 2 days
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- Update `longest_streak` if current exceeds it
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- Add entry to "## Recent Posts": [YYYY-MM-DD] "Hook text..." (char count) - topic
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---
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## Comparison Path (Multi-URL)
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When the user wants to compare 2-3 articles into one post.
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### Step 1b: Collect URLs
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Collect 2-3 URLs. Minimum 2, maximum 3. If the user provided them already, confirm the list.
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### Step 2b: Fetch All Sources
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Use WebFetch on each URL. For each, extract:
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- **Title** and author/source
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- **Key claims** (3-5 bullet points)
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- **Stance/argument** — what position does the author take?
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- **Data points** — any statistics or evidence cited
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### Step 3b: Synthesis Analysis
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Analyze across all sources:
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| Dimension | Analysis |
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|-----------|----------|
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| **Common ground** | Where do the sources agree? |
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| **Tension points** | Where do they disagree or contradict? |
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| **Blind spots** | What are ALL of them missing? |
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| **Your unique angle** | Given your expertise, what perspective do you add? |
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### Step 4b: Choose Comparison Angle
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Present 3 angles via AskUserQuestion:
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1. **Synthesis** — "These perspectives seem opposed, but the truth is more nuanced. Here's how I connect them."
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2. **Contrarian to all** — "Both/all articles miss the real issue. Here's what actually matters."
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3. **Pattern analysis** — "The fact that [N] experts are all writing about [X] tells us something about [Y]."
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### Step 5b: Generate Comparison Draft
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Structure:
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**Hook (110-140 chars):** Your synthesized perspective — NOT "I read 3 articles about..." Avoid mentioning the number of sources in the hook.
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**The conversation (1-2 sentences):** Briefly describe the debate or trend ("There's a growing conversation about [X]. Perspectives range from [A] to [B].")
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**Your lens (main body):**
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- What the synthesis reveals that individual pieces miss
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- Concrete example from your experience that connects the dots
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- Where you agree and where you push back
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**Implication (1-2 sentences):** What this convergence/divergence means for the audience.
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**CTA:** Question that invites people to take a side or share their own synthesis.
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### Critical Rules (comparison-specific):
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- **NO URLs in post body** — all links go in first comment
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- Post must stand alone without reading any of the sources
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- Don't summarize each article — synthesize across them
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- Your perspective is the star, not the articles
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- Character target: 1,200-1,800 chars
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### Step 6b: Quality Check
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Same as Step 6, plus:
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- [ ] Post is a synthesis, not a summary of each article
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- [ ] Hook doesn't mention number of sources read
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- [ ] Each source is credited in the first comment, not the post
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### Step 7b: Present Draft
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Show:
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1. The main draft with character count
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2. 2 alternative hooks
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3. Suggested first comment with ALL URLs:
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```
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Sources referenced:
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1. "[Title]" by [Author] — [URL]
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2. "[Title]" by [Author] — [URL]
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3. "[Title]" by [Author] — [URL] (if applicable)
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```
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4. Recommended posting time
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Offer same refinement options as Step 7.
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### Step 8b: State Update
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Same as Step 8 — update state file with topic, increment counts, etc.
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---
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## Reference Files
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- `assets/voice-samples/authentic-voice-samples.md` — Voice matching
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- `references/thought-leadership-angles.md` — 8 universal angles
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- `references/engagement-frameworks.md` — Hooks, structure, CTAs
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- `assets/checklists/quality-scorecard.md` — Pre-publish check
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