Community Discovery (Grade A) logo

Community Discovery (Grade A)Security-tested data-ai skill for Claude AI. Grade A. When the user wants to find Slack groups, Discord servers, Reddit communities, forums, or online communities where their target audience hangs out

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

Community Discovery is a skill for finding online communities where a target audience is active. It's used to identify channels for organic promotion, community-led growth, and distribution beyond paid ads and cold outreach. The skill involves mapping the community landscape, qualifying each community, and building an engagement plan. It's applicable for startup founders who want to find Slack groups, Discord servers, Reddit communities, forums, or online communities for feedback, users, partnerships, or awareness.

Key features

  • Community landscape mapping
  • Qualification of communities based on relevance, activity, size, promotion tolerance, and discussion quality
  • Categorization of communities by engagement type (Promote, Contribute-first, Listen-only)
  • Engagement plan development

Pricing

Model
Free
Category
Skills
Rating
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Use cases

Finding beta testers

A founder uses Community Discovery to find online communities where potential beta testers for their product are active.

Organic promotion

A startup uses Community Discovery to identify channels for organic promotion and community-led growth.

Community engagement strategy

A founder uses Community Discovery to develop a structured approach to community engagement and build relationships in relevant communities before launching their product.

Pros & Cons

Pros

  • Helps founders find relevant online communities for their target audience
  • Enables organic promotion and community-led growth
  • Provides a structured approach to community engagement

Cons

  • Requires effort to map and qualify communities
  • May not be suitable for all industries or target audiences
  • Engagement plans can be time-consuming to develop and execute

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Q&A

How Skills Work Together?

Every skill reads from startup-context first — your company's stage, product, market, team, and metrics. This shared context means skills produce output tailored to your specific startup, not generic advice. See each skill's Related Skills section for the full dependency map.

Asked by Nils Johansson · Aug 14, 2025

What are Skills?

Skills are markdown files that give AI agents specialized knowledge and workflows for specific tasks. When you add these to your project, your agent can recognize what you're working on and apply the right frameworks, templates, and best practices — so you get founder-grade output, not generic AI slop.

Asked by Stella Papadopoulos · Aug 6, 2025

Who Is This For?

Solo technical founders building an MVP who also need to fundraise, sell, hire, and market — without a team to delegate to. First-time founders who know how to code but haven't written a pitch deck, cold email, or job description before. Small founding teams (2-3 people) wearing multiple hats and needing to move fast across every function. Technical co-founders who handle product and engineering but now need to step into sales, recruiting, or investor conversations. If you're at a company with a VP of Sales, a Head of Marketing, and in-house counsel — you probably don't need this. These skills are for founders who are the sales team, the marketing team, and the legal team, all at once.

Asked by Sanjay Gupta · Jun 22, 2025

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