community-discovery SKILL.md skillA

community-discovery from superamped/ai-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add superamped/ai-marketing-skills/community-discovery@v1.0

Pins v1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
superamped/ai-marketing-skills
Path
skills/research/community-discovery/SKILL.md
Versions recorded
3
Latest version
v1.0, committed Aug 18, 2026
First version recorded
Feb 25, 2026
Size
8,779 bytes
Repository stars
73
License
MIT

Use this skill to discover and score online communities across Reddit, Slack, Discord, Facebook, LinkedIn, and independent forums. Trigger it when finding where a target audience gathers, planning organic participation, partnerships, or community-led go-to-market.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Community Discovery

## Usage

Use when finding communities to engage with organically, identifying where a target market spends time online, or planning community-led GTM strategy.

## Process

### Step 1: Gather Inputs

Ask the user for:
1. **Audience description** — who they're targeting (job title, industry, stage). Example: "B2B SaaS founders at seed stage", "freelance UX designers", "e-commerce store owners"
2. **Product category** (optional) — what they sell, to help filter relevance and identify tool-adjacent communities
3. **Minimum member count** (optional) — exclude communities below a threshold (default: no minimum — small communities are included with a flag)

Extract from the audience description:
- **Identity/role:** Who is the person (founder, marketer, developer, etc.)
- **Industry/vertical:** What sector or market they're in
- **Business type/stage:** Solo, SMB, startup, agency, enterprise — or consumer
- **Problem domain:** What they're trying to solve (inferred from product category if provided)

### Step 2: Generate Search Queries

Generate 8 search queries to surface communities across platform types. Mix these angles:

**Platform-specific queries:**
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add superamped/ai-marketing-skills/community-discovery@sha256:3f82df166e9a421c

The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_drp3sn5g2hq2i3q2.svg)](https://markdownregistry.com/a/art_drp3sn5g2hq2i3q2)

6 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Feb 25, 2026 and Aug 18, 2026, about one every 87 days.

versioncommittedcommitsizeaudit
v1.0 latest2026-08-18 d6f6643 8,779 BA view · diff
v1.02026-03-14 6fb9d03 8,630 BA view · diff
v1.02026-02-25 af3ab63 8,888 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8779 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

superamped/ai-marketing-skills · 73 stars · license MIT · pushed 2026-08-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_drp3sn5g2hq2i3q2
GET https://markdownregistry.com/api/v1/resolve?ref=superamped/ai-marketing-skills/community-discovery
GET https://markdownregistry.com/api/v1/blob/3f82df166e9a421c0210e57dbf630bedc754f3e83cf0833bd479946bc0dd8c84

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from superamped/ai-marketing-skills

AGENTS.md AGENTS.md file
superamped/ai-marketing-skills · AGENTS.md
git:20260818.d6f6643 · audit A · 73 stars
CLAUDE.md CLAUDE.md file
superamped/ai-marketing-skills · CLAUDE.md
git:20260223.e422548 · audit B · 73 stars
ad-angles SKILL.md skill
superamped/ai-marketing-skills · skills/ads/ad-angles/SKILL.md · Use this skill to brainstorm ad concepts across problem, solution, comparison, proof, and curiosity angles, formats…
v1.0 · audit A · 73 stars
ad-campaign-analyzer SKILL.md skill
superamped/ai-marketing-skills · skills/ads/ad-campaign-analyzer/SKILL.md · Use this skill to grade running ads as Red (stop), Yellow (hold), or Green (scale), detect creative fatigue, analyze…
v1.0 · audit A · 73 stars
ad-creative SKILL.md skill
superamped/ai-marketing-skills · skills/ads/ad-creative/SKILL.md · Use this skill to turn ad concepts into HTML creative in cookie-cutter, ugly, meme, branded, or native styles, with…
v1.0 · audit A · 73 stars
content-repurposer SKILL.md skill
superamped/ai-marketing-skills · skills/content/content-repurposer/SKILL.md · Use this skill to turn a blog post, newsletter, podcast, video transcript, or other long-form source into a week of…
v1.0 · audit A · 73 stars
content-strategy SKILL.md skill
superamped/ai-marketing-skills · skills/content/content-strategy/SKILL.md · Use this skill to create or refresh a content strategy with pillars, topic clusters, buyer-stage keyword mapping…
v1.0 · audit A · 73 stars
social-post-writer SKILL.md skill
superamped/ai-marketing-skills · skills/content/social-post-writer/SKILL.md · Use this skill to write platform-adapted social posts from a topic using story, observation, contrarian, listicle…
v1.0 · audit A · 73 stars
conversion-audit SKILL.md skill
superamped/ai-marketing-skills · skills/conversion/conversion-audit/SKILL.md · Use this skill to run a scored 53-point conversion audit covering customer focus, narrative, copy, design, calls to…
v1.0 · audit A · 73 stars
reply-writer SKILL.md skill
superamped/ai-marketing-skills · skills/reddit/reply-writer/SKILL.md · Use this skill to draft useful, native Reddit replies in three rotating formats with subreddit tone calibration…
v1.0 · audit A · 73 stars
channel-discovery SKILL.md skill
superamped/ai-marketing-skills · skills/research/channel-discovery/SKILL.md · Use this skill to identify and score acquisition channels by audience fit, speed, cost, effort, and learning value…
v1.0 · audit A · 73 stars
competitor-content-analysis SKILL.md skill
superamped/ai-marketing-skills · skills/research/competitor-content-analysis/SKILL.md · Use this skill to analyze what a competitor publishes, which content earns estimated traffic, the SEO plays they use…
v1.0 · audit A · 73 stars

Every file in superamped/ai-marketing-skills

Other files named community-discovery

community-discovery SKILL.md skill
maudeunfledged834/startup-founder-skills · skills/community-discovery/SKILL.md · When the user wants to find Slack groups, Discord servers, Reddit communities, forums, or online communities where…
git:20260403.b0c6483 · audit A · 8 stars

Browse by kind, by grade A, or by owner.