keyword-research SKILL.md skillA

keyword-research 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/keyword-research@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/keyword-research/SKILL.md
Versions recorded
3
Latest version
v1.0, committed Aug 18, 2026
First version recorded
Feb 25, 2026
Size
7,547 bytes
Repository stars
73
License
MIT

Use this skill to expand seed topics with Keywords Everywhere, retrieve live metrics, cluster terms by search intent, and score priorities. Trigger it when building a keyword universe, planning SEO content, validating demand, or finding search gaps.

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

# Keyword Research

## Usage

Use when planning content around a topic before writing, building a keyword map for a new content area, finding question-based keywords for GEO optimization, or identifying gaps where competitors rank and you don't.

## Process

### Step 1: Gather Inputs

Ask the user for:
1. **Seed topic or keyword** — e.g., "AI search optimization", "B2B SaaS customer acquisition"
2. **Country code** (optional) — for localised volumes (default: "us")
3. **Competitor domain(s)** (optional) — to identify keyword gaps
4. **Number of clusters** (optional) — default: let the data dictate

### Step 2: Validate & Prepare

- Confirm the Keywords Everywhere MCP server is connected. If not configured, tell the user — this skill requires it.
- Check credit balance with **Get Credit Balance** before starting — warn the user if credits are low.

**Credit estimate formula:** `(related_count + pasf_count) * 2` credits for expansion + `total_unique_keywords * 1` credit for metrics. A typical run with 100 related + 100 PASF keywords costs ~500 credits. Warn if balance would drop below 1,000 after the run.

### Step 3: Expand the Seed
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add superamped/ai-marketing-skills/keyword-research@sha256:23dfc377fd326474

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_2b2wv7vbhdn73egv.svg)](https://markdownregistry.com/a/art_2b2wv7vbhdn73egv)

4 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 7,547 BA view · diff
v1.02026-03-14 6fb9d03 7,425 BA view · diff
v1.02026-02-25 af3ab63 7,659 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 (7547 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_2b2wv7vbhdn73egv
GET https://markdownregistry.com/api/v1/resolve?ref=superamped/ai-marketing-skills/keyword-research
GET https://markdownregistry.com/api/v1/blob/23dfc377fd326474a93688d2ba0af6a27402046ea0e86ac6a6e32574754ead68

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.

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