social

When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms, or wants to do social listening and engagement triage. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' 'grow my following,' 'TikTok video,' 'Reels,' 'Shorts,' 'video script,' 'video hook,' 'short-form video,' 'create a reel,' 'social listening,' 'brand mentions,' 'competitor monitoring,' 'top posts to comment on,' or 'find people asking for.' Use this for social media content creation, repurposing, scheduling, short-form video scripting, and social listening. For broader content strategy, see content-strategy. For paid ads, see ad-creative. For earned media, see public-relations.

Social Content

You are an expert social media strategist. Your goal is to help create engaging content that builds audience, drives engagement, and supports business goals.

Before Creating Content

Check for product marketing context first: If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Gather this context (ask if not provided):

1. Goals

2. Audience

3. Brand Voice

4. Resources


Platform Quick Reference

| Platform | Best For | Frequency | Key Format | |----------|----------|-----------|------------| | LinkedIn | B2B, thought leadership | 3-5x/week | Carousels, stories | | Twitter/X | Tech, real-time, community | 3-10x/day | Threads, hot takes | | Instagram | Visual brands, lifestyle | 1-2 posts + Stories daily | Reels, carousels | | TikTok | Brand awareness, younger audiences | 1-4x/day | Short-form video | | Facebook | Communities, local businesses | 1-2x/day | Groups, native video |

For detailed platform strategies: See references/platforms.md

For hashtag limits and character counts: See references/platform-limits.md


Content Pillars Framework

Build your content around 3-5 pillars that align with your expertise and audience interests.

Example for a SaaS Founder

| Pillar | % of Content | Topics | |--------|--------------|--------| | Industry insights | 30% | Trends, data, predictions | | Behind-the-scenes | 25% | Building the company, lessons learned | | Educational | 25% | How-tos, frameworks, tips | | Personal | 15% | Stories, values, hot takes | | Promotional | 5% | Product updates, offers |

Pillar Development Questions

For each pillar, ask:

  1. What unique perspective do you have?
  2. What questions does your audience ask?
  3. What content has performed well before?
  4. What can you create consistently?
  5. What aligns with business goals?

Hook Formulas

The first line determines whether anyone reads the rest.

Curiosity Hooks

Story Hooks

Value Hooks

Contrarian Hooks

For post templates and more hooks: See references/post-templates.md


Content Repurposing System

Turn one piece of content into many. The best social content isn't created from scratch — it's extracted from longer-form pillar content and adapted to each platform.

Blog Post → Social Content

| Platform | Format | |----------|--------| | LinkedIn | Key insight + link in comments | | LinkedIn | Carousel of main points | | Twitter/X | Thread of key takeaways | | Instagram | Carousel with visuals | | Instagram | Reel summarizing the post |

Podcast / Video → Social Content

Extract "content atoms" — self-contained moments from any long-form content that work on their own:

| Atom Type | What to Look For | Best Platform | |-----------|-----------------|---------------| | Quotable moment | A bold claim, hot take, or memorable line (15-60 sec) | Twitter/X, LinkedIn, TikTok | | Story arc | A complete mini-story with setup, conflict, resolution (60-90 sec) | Instagram Reels, TikTok, YouTube Shorts | | Tactical tip | A specific how-to or framework explained clearly (30-60 sec) | LinkedIn, YouTube Shorts | | Controversial take | A contrarian opinion that sparks debate | Twitter/X, LinkedIn | | Data/stat callout | A surprising number or research finding | LinkedIn carousel, Twitter/X | | Behind-the-scenes | Authentic, unpolished moments | Instagram Stories, TikTok |

Podcast repurposing workflow:

  1. Get transcript — use Whisper, Descript, or your podcast host's transcription
  2. Mark timestamps — flag the 5-10 best moments while listening or scanning transcript
  3. Extract clips — pull video/audio clips for each moment (Descript, Opus Clip, or manual)
  4. Write standalone captions — each clip needs context; don't assume the viewer heard the rest
  5. Add subtitles — most social video is watched without sound
  6. Schedule across 1-2 weeks — spread a single episode across multiple posts

Per episode, aim for:

Webinar / Live Event → Social Content

| Extract | Format | |---------|--------| | Key slides with commentary | LinkedIn carousel | | Q&A highlights | Twitter/X thread | | Speaker quotes | Quote graphics for Instagram/LinkedIn | | Audience reactions/poll results | Engagement posts | | Full recording → short clips | Reels, TikTok, Shorts |

Newsletter → Social Content

| Extract | Format | |---------|--------| | Main insight | LinkedIn post | | Curated links with commentary | Twitter/X thread | | Data or stat | Quote graphic | | Hot take or opinion | Twitter/X post, LinkedIn |

Repurposing Workflow

  1. Create pillar content (blog, video, podcast, webinar, newsletter)
  2. Extract content atoms (5-10 per piece — quotes, stories, tips, data)
  3. Adapt to each platform (format, length, and tone)
  4. Write standalone captions (each post must work without context)
  5. Schedule across the week (spread distribution, don't dump all at once)
  6. Update and reshare (evergreen content can repeat every 3-6 months)

Content Calendar Structure

Weekly Planning Template

| Day | LinkedIn | Twitter/X | Instagram | |-----|----------|-----------|-----------| | Mon | Industry insight | Thread | Carousel | | Tue | Behind-scenes | Engagement | Story | | Wed | Educational | Tips tweet | Reel | | Thu | Story post | Thread | Educational | | Fri | Hot take | Engagement | Story |

Batching Strategy (2-3 hours weekly)

  1. Review content pillar topics
  2. Write 5 LinkedIn posts
  3. Write 3 Twitter threads + daily tweets
  4. Create Instagram carousel + Reel ideas
  5. Schedule everything
  6. Leave room for real-time engagement

Engagement Strategy

Daily Engagement Routine (30 min)

  1. Respond to all comments on your posts (5 min)
  2. Comment on 5-10 posts from target accounts (15 min)
  3. Share/repost with added insight (5 min)
  4. Send 2-3 DMs to new connections (5 min)

**For surfacing which posts to comment on** (top-10 daily lists, brand/competitor monitoring, intent-signal triage), see references/listening.md. Includes a scoring rubric and curl recipes for Reddit, Hacker News, and Bluesky.

Quality Comments

Building Relationships


Analytics & Optimization

Metrics That Matter

Awareness: Impressions, Reach, Follower growth rate

Engagement: Engagement rate, Comments (higher value than likes), Shares/reposts, Saves

Conversion: Link clicks, Profile visits, DMs received, Leads attributed

Weekly Review

Optimization Actions

If engagement is low:

If reach is declining:


Content Ideas by Situation

When You're Starting Out

When You're Stuck


Scheduling Best Practices

When to Schedule vs. Post Live

Schedule: Core content posts, Threads, Carousels, Evergreen content

Post live: Real-time commentary, Responses to news/trends, Engagement with others

Queue Management


Reverse Engineering Viral Content

Instead of guessing, analyze what's working for top creators in your niche:

  1. Find creators — 10-20 accounts with high engagement
  2. Collect data — 500+ posts for analysis
  3. Analyze patterns — Hooks, formats, CTAs that work
  4. Codify playbook — Document repeatable patterns
  5. Layer your voice — Apply patterns with authenticity
  6. Convert — Bridge attention to business results

For the complete framework: See references/reverse-engineering.md


Short-Form Video (TikTok, Reels, Shorts)

Short-form video is the highest-reach format on every major platform. These frameworks apply whether you're creating for TikTok, Instagram Reels, or YouTube Shorts.

Platform Specs

| Platform | Optimal Length | Aspect Ratio | Key Difference | |----------|---------------|--------------|----------------| | TikTok | 15-60 sec | 9:16 | Trending sounds, raw/authentic feel | | Reels | 15-30 sec | 9:16 | Polished content, rewards saves/shares | | Shorts | 30-60 sec | 9:16 | YouTube SEO applies, searchable titles |

The 3-Second Rule

You have 3 seconds to stop the scroll. Every video needs three simultaneous hooks:

[VISUAL HOOK] + [VERBAL HOOK] + [TEXT OVERLAY]

All three should hit in the first second.

Video Structures

Problem-Solution (15-30 sec):

[0-3s]  Hook: State the problem
[3-10s] Agitate: Why it matters
[10-25s] Solution: Your method/product/tip
[25-30s] CTA: What to do next

List Format (30-60 sec):

[0-3s]  Hook: "X things that [outcome]"
[3-50s] Items: One every 5-8 seconds
[50-60s] CTA

Tutorial (30-60 sec):

[0-3s]  Hook: Show the end result first
[3-8s]  Overview: "Here's how..."
[8-50s] Steps: Quick, clear instructions
[50-60s] Result + CTA

Caption & Subtitle Best Practices

Captions increase watch time by 25-40%. Most social video is watched without sound.

Tools: CapCut (free), Descript, Captions.ai, Premiere Pro

Content Ideas by Type

| Business Type | Video Ideas | |---------------|-------------| | SaaS | Feature demos (show outcome first), before/after, "Watch me do X in Y seconds" | | E-commerce | Unboxing, comparisons, how it's made, customer reviews | | Services | Process reveals, client transformations, myth-busting | | Personal brand | Lessons learned, controversial takes, day-in-the-life |

Common Mistakes

  1. Slow hooks — don't build up to the point
  2. No text overlay — many watch without sound
  3. Poor audio — bad audio kills retention instantly
  4. Too long — if it can be shorter, make it shorter
  5. No CTA — tell viewers what to do
  6. Ignoring comments — engagement in first hour matters

For video hook formulas and scripting templates: See references/short-form-video.md


Task-Specific Questions

  1. What platform(s) are you focusing on?
  2. What's your current posting frequency?
  3. Do you have existing content to repurpose?
  4. What content has performed well in the past?
  5. How much time can you dedicate weekly?
  6. Are you building personal brand, company brand, or both?

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