How to Run SERP Overlap Topic Clustering with Moonshot Kimi: Automated Workflow & Setup
npx @seoskillsai/cli run seo-cluster --agent kimi --target "https://example.com"Moonshot Kimi SERP Overlap Topic Clustering is an automated agentic skill module that executes deep content & entities diagnostics directly within the Moonshot Kimi API. It audits technical parameters, generates structured fixes, and outputs pull requests in under 25s.
Moonshot Kimi Configuration Blueprint (kimi_context_config.json)
Paste this configuration block directly into your kimi_context_config.json:
{
"skills": {
"seo-cluster": {
"jaccardMin": 0.4,
"autoSilo": true
}
}
}What the Kimi 2M Context SERP Overlap Topic Clustering Analyzes
Automated diagnostic data points evaluated during every execution run.
| Diagnostic Category | Specific Data Points Checked | Algorithmic Impact |
|---|---|---|
| Mathematical Overlap Threshold | Jaccard similarity $\ge 0.40$ on SERP URLs | Zero self-cannibalization between subpages |
How to Execute SERP Overlap Topic Clustering in Moonshot Kimi
Imperative configuration instructions with ready-to-run commands.
Step 1: Run Matrix Clustering
Process keyword list into clustered CSV.
seoskillsai cluster run keywords.csv --threshold 0.4Deploy This Skill on Other AI Coding Agents
Symmetric Twin Topics: Identical SEO capability configured for other agentic runtimes.
Frequently Asked Questions About Moonshot Kimi SERP Overlap Topic Clustering
Verified answers to common technical and architectural questions.
How do I configure SERP Overlap Topic Clustering in Moonshot Kimi?
Inject the kimi_context_config.json snippet into your Moonshot Kimi runtime, or run 'npx @seoskillsai/cli add seo-cluster --agent kimi' for 1-click automatic setup.
Can Moonshot Kimi execute automated code pull requests for SERP Overlap Topic Clustering?
Yes! When running in agentic mode, Moonshot Kimi can directly output git diffs and commit changes to your repository to fix identified SEO issues.