AI Skills Marketplace / SEO

Topical Authority Build-Sequencer

The Topical Authority Build-Sequencer is a free Claude Skill that models a site as a weighted directed link graph, runs a real iterative PageRank computation, and sequences which not-yet-built page to build next based on the internal equity it would actually receive from already-built pages, not just search volume.

↗ View Source ⬇ Download Full Repo (.zip)
MIT
License
2 functions
Decision branches
iterative PageRank
Escalation rules
Yes
Multi-tool support
Aug 17, 2026
Last updated
12/12 passing
Tests
README.md View raw ↗

What this is (and isn’t)

A graph algorithm over the link structure you supply, not a hosted service or a live crawler. Real PageRank math (Google’s original algorithm), not a volume sort.

Files

FilePurpose
sequencer.jscomputePageRank() and sequenceBuild() — zero dependencies
test.js12-test suite, including known-value regression tests (symmetric cycle, hub-and-spoke, dangling nodes)
SKILL.mdFull skill definition, loadable in Claude Code/Desktop

Why this matters

Sequencing content builds by search volume alone ignores the internal-linking reality: a page that will receive strong internal links from already-authoritative pages needs less external backlink-building to rank than one that would launch as an orphan.

FAQ

Is this skill free to use?

Yes. Free to download and run yourself. MV3 charges $175/hr only for implementation help extracting your real internal-link graph and running this against your actual content backlog.

Is this the real PageRank algorithm?

Yes, the standard iterative computation with damping factor and dangling-node handling, not an approximation or a simplified volume sort.

What data do I need?

A list of page IDs (built and not-yet-built) and your planned internal-link graph as {from, to, weight} edges.

Does my site data get sent to MV3?

No. The computation runs entirely in your own environment.

How is build order actually decided?

Not-yet-built pages are ranked by how much internal equity they would receive from already-built pages in your planned link graph, highest first.

RB
Ryan Brooks
Technical SEO, MV3 Marketing