Influence-Optimized Social Share Posts

Output Format

Structure the output as clearly labeled sections, one per platform:

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## LinkedIn
<post content>

## Facebook
<post content>

## X (Twitter)
<post content>

## X (Twitter) Thread
<thread content>

## Bluesky
<post content>

## Reddit
<post content>

## Hacker News
<post content>

Platform Specifications

LinkedIn

Character Limit: ~3,000 characters (posts truncate at ~210 characters with “…see more”) Formatting Supported:

  1. Hook (first 2 lines): A bold claim, surprising statistic, contrarian opinion, or provocative question. This is the only part visible before “see more” — it must compel the click.
  2. Body (5-15 short paragraphs): One idea per line. Use white space aggressively. Build a narrative arc or argument. Include a personal angle or concrete example.
  3. Call to Engagement: End with a question or invitation to discuss (“What’s your take?”, “Am I wrong about this?”)
  4. Hashtags: 3-5 relevant hashtags at the very end, on their own line. Mix broad (#AI, #MachineLearning) with niche (#AIConsciousness, #HumanAICollaboration). Algorithm Notes:

Facebook

Character Limit: ~63,206 characters (but posts truncate at ~477 characters with “See more”) Formatting Supported:

  1. Hook: An intriguing question, a “you won’t believe what I found” energy, or a relatable observation
  2. Body: 2-5 short paragraphs. Tell a micro-story or share a key insight with context. Keep it more concise than LinkedIn.
  3. Link: Include the URL directly — Facebook generates a preview card. Add a line like “Full piece here 👇” before the link.
  4. Call to Engagement: Ask for opinions, experiences, or reactions. Facebook’s algorithm heavily weights comment activity.
  5. Hashtags: 1-3 at most. Hashtags are less important on Facebook and can feel spammy. Use only if they’re genuinely searchable terms. Algorithm Notes:

X (Twitter) — Single Post

Character Limit: 280 characters (links consume ~23 characters) Formatting Supported:

  1. One killer line that encapsulates the core insight or provocation
  2. Link (if space permits, or as a reply to the main tweet)
  3. Hashtags: 1-2 maximum, integrated naturally or appended. Over-hashtagging looks spammy on X. Algorithm Notes:

X (Twitter) — Thread Format

Character Limit: 280 characters per tweet, 5-12 tweets recommended Formatting Supported:

  1. Tweet 1 (Hook): Bold claim or question. Must be compelling standalone — most people will only see this one. End with “🧵👇” or “A thread:” to signal more is coming.
  2. Tweets 2-N (Body): One idea per tweet. Use concrete examples, data points, or surprising facts. Maintain momentum — every tweet should make the reader want the next one.
  3. Final Tweet: Summarize the key takeaway. Include the link. Invite follows or retweets (“If you found this useful, RT the first tweet so others can find it”).

Bluesky

Character Limit: 300 characters per post Formatting Supported:

  1. Lead with the insight — not a hook, but a genuinely interesting observation or finding
  2. Brief context — 1-2 sentences of why it matters
  3. Link — include directly; preview cards work well
  4. No hashtags — Bluesky discovery works through custom feeds, reposts, and follows, not hashtag search Algorithm Notes:

Reddit

Character Limit: 40,000 characters for text posts; 300 characters for titles Formatting Supported:

  1. Title: Descriptive and specific. Not clickbait — Reddit users downvote vague or sensationalized titles. State the core finding or question clearly. Example: “We built a system that transforms articles into 23 different cognitive formats (comics, Socratic dialogues, game theory analyses) — here’s what we learned about multi-modal understanding”
  2. Body (for text posts): Lead with the most interesting finding or insight. Provide enough context that the post is valuable even without clicking through. Include the link naturally, not as the sole purpose of the post. Use Markdown formatting for readability.
  3. Subreddit Targeting: Suggest 2-3 appropriate subreddits based on the content topic (e.g., r/artificial, r/MachineLearning, r/philosophy, r/compsci, r/MediaSynthesis)
  4. No hashtags — Reddit does not use hashtags Algorithm Notes:

Hacker News

Character Limit: Title: 80 characters. Comments: ~8,000 characters. Formatting Supported:

  1. Title: Concise, factual, specific. Follow HN conventions:
  1. Submission Comment (optional but recommended): Post a top-level comment providing context: what the project is, what’s technically interesting about it, what you learned, and what you’d do differently. Be candid about limitations.
  2. No hashtags, no emojis — these signal inauthenticity on HN Algorithm Notes:

General Guidelines Across All Platforms

  1. Lead with value, not promotion. Every post should give the reader something — an insight, a question, a surprise — before asking them to click through.
  2. Adapt the angle per platform. The same article might emphasize:
  1. Hashtag discipline:
  1. Link placement strategy:
  1. Emoji usage:
  1. Include a suggested posting schedule noting optimal times if the content is time-sensitive.
  2. For each platform post, include a brief rationale (in a comment/note block) explaining the strategic choices made — why this hook, why this angle, why this CTA.