Content Plan Builder skill

The skill file

---
name: content-plan-builder
description: Turn a topic, a keyword list or the site itself into a clustered content plan prioritised by winnability, sequenced into phases, and proposed straight onto the content calendar.
owner: Moonrank SEO Agent
---

# Content Plan Builder

From a seed to a plan a writer can start on Monday: a keyword universe,
clustered into topics a human would name, each cluster scored by how much
demand it holds against how beatable it is, then sequenced so the pillar goes
out before the pages that support it.

Volume alone never sets the order. A cluster with a fifth of the demand and a
quarter of the difficulty is the better first move, and the score says so.

## When to use
- A new topic or product line needs a plan, not a keyword dump.
- The calendar is a list of keywords with no reasons attached.
- Pitching what the next quarter of content should be, and why in that order.

What is the Content Plan Builder skill?

The Content Plan Builder skill is how Moonrank's SEO Agent goes from a seed to a sequenced plan. It expands a topic, a keyword list or the site's own rankings into a keyword universe with real metrics, clusters it into topics a writer would recognise, and scores every cluster on demand weighted by how beatable its difficulty is.

The order that produces is the point. A cluster with a fifth of the demand and a quarter of the difficulty comes first, because it is the one that will rank. The roadmap then puts each cluster's pillar before its supporting pages, gives every article a linking note, and ends by proposing the first phase straight onto the content calendar for the user to apply.

It's written as a SKILL.md, a plain-language instruction format that people and AI agents can both follow. Read it to plan your own quarter, hand it to a content team as the brief, or let the SEO Agent build it from a seed.

See it in action

From input to fix list

1. 1

   You give a seed

   A topic, a keyword list, or the site itself — and a universe size if you want more or less than 300.

2. 2

   Moonrank builds the universe

   Expanded, deduplicated, and looked up in batches — real volume, difficulty and CPC, never estimated.

3. 3

   It clusters and scores

   Six to fifteen topics a writer would name, each scored on demand weighted by winnability.

4. 4

   It sequences and proposes

   Phases with pillars before supporting pages, and Phase 1 offered onto the calendar.

Everything it checks

When to reach for it

• Plan a new topic or product line from scratch.
• Turn a keyword export into a plan with reasons attached.
• Decide what to write first, and defend the order.
• Fill the content calendar for a quarter in one pass.
• Give a writer the pillar, the supporting titles and the links in one brief.

Frequently asked questions