Seo Cluster
SERP-based semantic keyword and topic clustering. Groups search terms by SERP URL overlap percentage to eliminate keyword cannibalization.
Install
$ agentstack add skill-seoskillsai-seo-skills-ai-seo-cluster ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
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Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-seoskillsai-seo-skills-ai-seo-cluster) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
SERP-Based Semantic Keyword Clustering
Clusters keyword lists into distinct topic silos based on real-world SERP URL overlap to prevent keyword cannibalization.
🎯 Overlap Heuristic Rules
- $\ge$ 4 Shared URLs in Top 10 SERPs: Combine into a single comprehensive article (identical search intent).
- 1–3 Shared URLs in Top 10 SERPs: Create separate child articles with directional cross-links.
- 0 Shared URLs: Distinct search intent; assign to separate topical silos.
🛠️ CLI Execution
python scripts/serp_cluster.py --keywords "keywords.csv" --output "clusters.json"Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: seoskillsai
- Source: seoskillsai/seo-skills-ai
- License: MIT
- Homepage: https://seoskillsai.com
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.