x-content-generator

X Content Generator — Create Community-Matched Content for X

Generate posts, threads, replies, and content calendars for X (Twitter) that match the tone, topics, and engagement patterns of a target community. Works best when combined with the x-insights skill for data-driven content creation.

Workflow

Step 1: Understand the Content Goal

Determine what the user needs:

• Single post: One-off tweet on a specific topic
• Thread: Multi-tweet deep dive on a topic
• Reply/engagement: Thoughtful responses to existing posts
• Content calendar: A planned series of posts over days/weeks
• Batch generation: Multiple posts on different topics at once

Also determine:

• Target audience: Who should this resonate with?
• Tone: Should it match a specific community's voice? (If so, suggest running x-insights first)
• Goal: Awareness, engagement, thought leadership, community building, information sharing?

Step 2: Gather Context

If insights are available (from a previous x-insights run or user-provided context):

• Use the community tone analysis to match voice and language
• Reference trending topics for relevance
• Mirror high-engagement post formats
• Avoid topics or tones that don't resonate

If no insights are available, ask the user:

• Describe the target community or audience
• Share examples of posts they like or that perform well
• Specify the tone they want (casual, professional, technical, curious, etc.)
• Mention any topics to focus on or avoid

Step 3: Generate Content

Single Posts

Write posts that:

• Lead with the most interesting point (hook)
• Stay focused on one clear idea
• Use language natural to the target community
• Include a call to engagement when appropriate (question, opinion invite)
• Respect X's character limits (280 for standard, longer for premium)

Threads

Structure threads that:

• Open with a compelling hook tweet that stands alone
• Build logically from point to point
• Include concrete examples or data
• End with a summary or call to action
• Number tweets if helpful (1/N format)
• Keep each tweet self-contained enough to be retweeted

Replies & Engagement

Draft replies that:

• Add genuine value to the conversation
• Show understanding of the original post
• Share a relevant perspective, experience, or question
• Avoid generic praise ("Great post!")
• Feel natural, not promotional

Content Calendar

Build calendars that:

• Vary content types (observations, questions, sharing, insights, appreciation)
• Spread topics across the calendar to avoid repetition
• Align with community rhythms (e.g., weekday vs. weekend posting)
• Include a mix of evergreen and timely content
• Suggest optimal posting times based on community activity

Step 4: Review & Refine

For every piece of generated content, self-check:

1. Authenticity: Does this sound like a real person, not a bot or marketer?
2. Value: Would someone in the target community find this useful, interesting, or thought-provoking?
3. Tone match: Does it fit the community's communication style?
4. Engagement potential: Does it invite conversation or sharing?
5. Clarity: Is the message clear and easy to understand?
6. Length: Is it concise enough for the format?

If any check fails, revise before presenting.

Step 5: Present Content

Present the generated content clearly:

For single posts: Show the post text, explain the reasoning behind the approach For threads: Show each tweet numbered, with a brief note on the thread's narrative arc For replies: Show the reply in context of what it's responding to For content calendars: Present as a table with columns for date, content type, topic, and draft text

Always ask if the user wants adjustments to tone, topic, length, or approach.

Content Types Reference

Rotate among these types for variety in calendars and batch generation:

Type	Description	Example opener
Observation	Share a pattern or insight noticed	"Something I've noticed about..."
Question	Ask the community something genuine	"Curious how others handle..."
Discovery	Share something useful found	"Found something interesting..."
Before/After	Show a change or improvement	"Last month we... Now we..."
Hot take	Share a mildly contrarian opinion	"Unpopular opinion:..."
Appreciation	Highlight someone else's great work	"This thread by @... really clicked"
How-to	Share a practical tip or technique	"Quick tip that saved us hours:..."
Story	Tell a short, relatable narrative	"Last week I ran into..."

Tone Presets

If the user doesn't specify tone, offer these presets:

• Builder: Sharing from experience, practical, peer-to-peer ("We tried X and found that Y...")
• Curious: Asking questions, exploring ideas, open-minded ("I've been thinking about X...")
• Technical: Precise, detailed, code-aware ("Here's the approach we used for X...")
• Casual: Relaxed, conversational, sometimes humorous ("OK but why does X always...")
• Professional: Polished, informative, balanced ("Key takeaway from X: ...")

Best Practices

• Never sound like a press release or marketing copy
• Avoid buzzwords that the target community would roll their eyes at
• Use specific examples over vague generalities
• When in doubt, shorter is better
• Questions drive more engagement than statements
• Tagging/mentioning others should be genuine, not forced
• Hashtags: use sparingly (0-2 per post) and only if the community actually uses them