social-content
Verifiedby coreyhaines31 · Updated Apr 16, 2026
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. 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,' or 'grow my following.' Use this for any social media content creation, repurposing, or scheduling task. For broader content strategy, see content-strategy.
See It In Action
Let me explore the codebase to find the blog content, then use the social content skill.
Now I have the full blog and platform guidelines. Here's the same-day promo content:
LinkedIn Post
Format: Benchmark post, no hashtags (B2B tech), dev voice
A customer's 7-step agent pipeline was taking 45 seconds.
We got it to under 3.
Here's what we shipped today to make that happen:
1. DAG-based execution Replaced our linear step executor with a dependency graph scheduler. Independent steps now run concurrently. Steps 2 and 3 in a typical chain? Parallel. Avg wall-clock time dropped 30%.
2. Speculative LLM execution LLM inference is the bottleneck (2-5s per call). We now fire a fast draft model alongside the primary. If the primary times out, we fall back instantly — no retry delay. p99 for LLM steps: 12s → 4.8s.
3. Content-addressed context caching Every skill step was re-reading and re-embedding the same files. We added a cache keyed on file hash + model version. 70% hit rate in multi-step chains. Context fetch: 1200ms → <15ms on hit.
4. Streaming partial results PR descriptions start rendering while tests are still running. First visible output in under 2 seconds.
The numbers across 847 benchmark chains:
→ p50 latency: 8.2s → 2.1s (-74%) → p99 latency: 41.2s → 9.7s (-76%) → Retry rate: 12.3% → 4.1%
Yes, compute cost went up 19%. An extra $0.006/run. Nobody churns over six-tenths of a penny. They absolutely churn over 40-second wait times.
Full technical breakdown on the blog (link in comments).
What's the latency threshold where your users start to drop off?
Link in first comment: https://doany.ai/blog
X Thread (7 tweets)
Tweet 1 (Hook): Our agent workflows were taking 45 seconds.
We shipped 4 changes today. p50 is now 2.1s.
Thread on what we did and the benchmarks 🧵
Tweet 2 (Problem): The problem: sequential execution.
Step 1 finishes → step 2 starts. Simple, correct, slow.
Add retries and context re-fetches and you're at 45s for a 7-step chain.
Tweet 3: Fix 1: DAG-based scheduling.
Each step declares inputs/outputs. Scheduler resolves the graph, runs independent steps concurrently.
30% wall-clock reduction from this alone.
Tweet 4: Fix 2: Speculative LLM execution.
Fire a fast draft model alongside the primary. If primary times out → instant fallback, zero retry delay.
p99 for LLM steps: 12s → 4.8s
Tweet 5: Fix 3: Content-addressed context cache.
Every step was re-reading + re-embedding the same files. Cache keyed on file hash + model version.
70% hit rate. Context fetch: 1200ms → 15ms.
Tweet 6 (Results): 847 benchmark chains, before/after:
p50: 8.2s → 2.1s p95: 23.4s → 5.8s p99: 41.2s → 9.7s Retry rate: 12.3% → 4.1%
Compute cost +19% ($0.006/run). Good trade.
Tweet 7 (CTA): Full technical writeup with code examples on our blog:
doany.ai/blog
These improvements are live now for all users. Give it a spin, tell us what breaks.
Posting notes
- LinkedIn: Post between now and 1 PM ET for peak B2B reach (Tue-Thu is ideal, but same-day Sunday works if your audience is dev-heavy since they browse on weekends). Drop the blog link as the first comment, not in the post body — LinkedIn suppresses reach on posts with outbound links.
- X: Post the thread mid-afternoon ET (1-3 PM) to catch the second engagement window. Quote-tweet tweet 1 from the @doanyai account to amplify.
- Voice check: Both drafts lean technical-specific (numbers, architecture terms, code concepts) rather than marketing-vague. No "excited to announce" or "we're thrilled." Reads like an engineer writing for engineers.
Permissions
| Scope | Description |
|---|---|
| filesystem:read |
SKILL.md
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-context.md exists (or .claude/product-marketing-context.md 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
- What's the primary objective? (Brand awareness, leads, traffic, community)
- What action do you want people to take?
- Are you building personal brand, company brand, or both?
2. Audience
- Who are you trying to reach?
- What platforms are they most active on?
- What content do they engage with?
3. Brand Voice
- What's your tone? (Professional, casual, witty, authoritative)
- Any topics to avoid?
- Any specific terminology or style guidelines?
4. Resources
- How much time can you dedicate to social?
- Do you have existing content to repurpose?
- Can you create video content?
Platform Quick Reference
| Platform | Best For | Frequency | Key Format |
|---|---|---|---|
| B2B, thought leadership | 3-5x/week | Carousels, stories | |
| Twitter/X | Tech, real-time, community | 3-10x/day | Threads, hot takes |
| Visual brands, lifestyle | 1-2 posts + Stories daily | Reels, carousels | |
| TikTok | Brand awareness, younger audiences | 1-4x/day | Short-form video |
| 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:
- What unique perspective do you have?
- What questions does your audience ask?
- What content has performed well before?
- What can you create consistently?
- What aligns with business goals?
Hook Formulas
The first line determines whether anyone reads the rest.
Curiosity Hooks
- "I was wrong about [common belief]."
- "The real reason [outcome] happens isn't what you think."
- "[Impressive result] — and it only took [surprisingly short time]."
Story Hooks
- "Last week, [unexpected thing] happened."
- "I almost [big mistake/failure]."
- "3 years ago, I [past state]. Today, [current state]."
Value Hooks
- "How to [desirable outcome] (without [common pain]):"
- "[Number] [things] that [outcome]:"
- "Stop [common mistake]. Do this instead:"
Contrarian Hooks
- "Unpopular opinion: [bold statement]"
- "[Common advice] is wrong. Here's why:"
- "I stopped [common practice] and [positive result]."
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 |
|---|---|
| Key insight + link in comments | |
| Carousel of main points | |
| Twitter/X | Thread of key takeaways |
| Carousel with visuals | |
| 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:
- Get transcript — use Whisper, Descript, or your podcast host's transcription
- Mark timestamps — flag the 5-10 best moments while listening or scanning transcript
- Extract clips — pull video/audio clips for each moment (Descript, Opus Clip, or manual)
- Write standalone captions — each clip needs context; don't assume the viewer heard the rest
- Add subtitles — most social video is watched without sound
- Schedule across 1-2 weeks — spread a single episode across multiple posts
Per episode, aim for:
- 3-5 short video clips or audiograms (15-60 sec) for Reels/TikTok/Shorts
- 1-2 LinkedIn text posts from key insights
- 1 Twitter/X thread of takeaways
- 1 carousel summarizing the main framework or list
- 1 newsletter section or blog post from the best segment
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
- Create pillar content (blog, video, podcast, webinar, newsletter)
- Extract content atoms (5-10 per piece — quotes, stories, tips, data)
- Adapt to each platform (format, length, and tone)
- Write standalone captions (each post must work without context)
- Schedule across the week (spread distribution, don't dump all at once)
- Update and reshare (evergreen content can repeat every 3-6 months)
Content Calendar Structure
Weekly Planning Template
| Day | Twitter/X | ||
|---|---|---|---|
| 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)
- Review content pillar topics
- Write 5 LinkedIn posts
- Write 3 Twitter threads + daily tweets
- Create Instagram carousel + Reel ideas
- Schedule everything
- Leave room for real-time engagement
Engagement Strategy
Daily Engagement Routine (30 min)
- Respond to all comments on your posts (5 min)
- Comment on 5-10 posts from target accounts (15 min)
- Share/repost with added insight (5 min)
- Send 2-3 DMs to new connections (5 min)
Quality Comments
- Add new insight, not just "Great post!"
- Share a related experience
- Ask a thoughtful follow-up question
- Respectfully disagree with nuance
Building Relationships
- Identify 20-50 accounts in your space
- Consistently engage with their content
- Share their content with credit
- Eventually collaborate (podcasts, co-created content)
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
- Top 3 performing posts (why did they work?)
- Bottom 3 posts (what can you learn?)
- Follower growth trend
- Engagement rate trend
- Best posting times (from data)
Optimization Actions
If engagement is low:
- Test new hooks
- Post at different times
- Try different formats
- Increase engagement with others
If reach is declining:
- Avoid external links in post body
- Increase posting frequency
- Engage more in comments
- Test video/visual content
Content Ideas by Situation
When You're Starting Out
- Document your journey
- Share what you're learning
- Curate and comment on industry content
- Engage heavily with established accounts
When You're Stuck
- Repurpose old high-performing content
- Ask your audience what they want
- Comment on industry news
- Share a failure or lesson learned
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
- Maintain 1-2 weeks of scheduled content
- Review queue weekly for relevance
- Leave gaps for spontaneous posts
- Adjust timing based on performance data
Reverse Engineering Viral Content
Instead of guessing, analyze what's working for top creators in your niche:
- Find creators — 10-20 accounts with high engagement
- Collect data — 500+ posts for analysis
- Analyze patterns — Hooks, formats, CTAs that work
- Codify playbook — Document repeatable patterns
- Layer your voice — Apply patterns with authenticity
- Convert — Bridge attention to business results
For the complete framework: See references/reverse-engineering.md
Task-Specific Questions
- What platform(s) are you focusing on?
- What's your current posting frequency?
- Do you have existing content to repurpose?
- What content has performed well in the past?
- How much time can you dedicate weekly?
- Are you building personal brand, company brand, or both?
Related Skills
- copywriting: For longer-form content that feeds social
- launch-strategy: For coordinating social with launches
- email-sequence: For nurturing social audience via email
- marketing-psychology: For understanding what drives engagement
FAQ
What does social-content do?
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. 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,' or 'grow my following.' Use this for any social media content creation, repurposing, or scheduling task. For broader content strategy, see content-strategy.
When should I use social-content?
Use it when you need a repeatable workflow that produces text response.
What does social-content output?
In the evaluated run it produced text response.
How do I install or invoke social-content?
Ask the agent to use this skill when the task matches its documented workflow.
Which agents does social-content support?
Agent support is inferred from the source, but not explicitly declared.
What tools, channels, or permissions does social-content need?
It uses no extra tools; channels commonly include text; permissions include filesystem:read.
Is social-content safe to install?
Static analysis marked this skill as low risk; review side effects and permissions before enabling it.
How is social-content different from an MCP or plugin?
A skill packages instructions and workflow conventions; tools, MCP servers, and plugins are dependencies the skill may call during execution.
Does social-content outperform not using a skill?
About social-content
When to use social-content
When you need LinkedIn posts, Twitter/X threads, Instagram captions, or TikTok content ideas. When you want to repurpose blogs, podcasts, webinars, or newsletters into social posts. When you need a weekly content calendar or engagement strategy.
When social-content is not the right choice
When you need actual publishing or scheduling integrations to social platforms. When the task is broader brand or product positioning rather than social content execution.
What it produces
Produces text response.