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v1.3.03 loop iterations

Community Post Generator

A community post isn't a social post — it's an invitation to participate. The Community Post Generator writes for the metric that actually matters in Skool, Discord, Slack, Circle, and Facebook Groups: replies, not impressions.

What this skill does

Most "engagement tips" treat community posts like social posts with a question mark on the end. They're not the same thing. A community post lives in a feed of 50-2000 members who already know each other — the activation energy to reply is much lower than on LinkedIn, but the bar for relevance is much higher. Generic prompts that work on Twitter ("what's your morning routine?") die instantly in a Skool group because they don't fit the context the community was built around.

This skill writes platform-correct posts for Skool, Discord, Facebook Groups, Slack, and Circle — each of which rewards a different shape. Skool wants substantive prompts that live in the feed and get discovered over time. Discord wants short, casual, reaction-friendly posts that fit a real-time chat culture. Slack wants one-line questions with no preamble. Facebook Groups reward storytelling + question combos. Circle wants Space-aware posts that fit where they're being posted. Drop a LinkedIn-style post into Discord and it dies — the skill knows which shape each platform rewards.

Every post is built around making the reply easy. The number-one reason community posts get views but no comments is that answering takes effort — a paragraph-length reply is homework. The skill defaults to formats that lower that cost: fill-in-the-blank, single-word answers, this-or-that choices, emoji reactions, model-the-answer-first prompts. Specificity over breadth. "What's your current cold email subject line that's getting replies?" beats "How do you do outreach?" because the second one requires thought; the first one has an answer ready in the reader's head.

You also get the part most prompts miss: what to do in the first hour after posting. Who to tag, how to seed early replies, when to bump if it's quiet, and how to keep a thread alive instead of letting it die at three comments. The post is the spark — the first hour is the kindling. Both get handled.

When this triggers

  • ·You run a Skool or Circle community and the feed has gone quiet
  • ·You're posting in someone else's group and need a hook that doesn't read like an outsider
  • ·Your discussion prompts get 200 views and zero comments
  • ·You're seeding a launch and need members talking before you sell anything
  • ·You're new to a Discord and want to participate without looking thirsty

Example

Trigger

User: 'I run a Skool community for [niche]. 800 members but the feed is dead. Need a post that wakes it up.'

Output

Platform: Skool Post type: "What's working for you" thread Post (ready to paste): Quick one for the group — what's the ONE [niche-specific thing] that's actually working for you right now? Not theory, not what a course told you. The thing that's genuinely moving the needle. I'll go first: [your specific example, 2 lines]. Engagement strategy: reply to the first 5 comments within 30 min, ask one follow-up each, tag two members whose recent posts touched the same topic. If under 3 replies in the first hour, bump with your own answer to the question. + 2 alternative formats (challenge post, hot take + invitation)

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What you get

  • 157-line SKILL.md, ready to drop into ~/.claude/skills/
  • Tested through 3 Karpathy-loop iterations (versions v1.0.0 → v1.3.0)
  • Triggers automatically when relevant — no command to remember
  • Lifetime updates as the skill is refined further

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