recomby-geo
MCP ServerViryaZheng/recomby-geo
An open-source Generative Engine Optimization (GEO) skill package and 7-stage collaborative workflow designed for AI agents. It bridges domain expertise with local-first AI tools to automate and optimize search visibility.
473 45MITUpdated 2026-07-04
84
GreatOverview
recomby-geo provides an integrated framework for running GEO workflows using AI agents like Claude Code or Codex. It packages specialized skills—such as SEO-GEO optimization, content quality auditing, and keyword research—alongside a structured 7-stage pipeline. The solution emphasizes local-first execution, keeping sensitive business data completely off external clouds while fostering human-AI collaboration.
Capabilities
- ▸7-stage collaborative GEO workflow orchestration
- ▸Automated SEO-GEO optimization via bundled Python scripts
- ▸Content quality and citation auditing
- ▸Keyword research and intent expansion
- ▸Internal linking and meta tags optimization
- ▸Local-first execution with zero external cloud dependencies for business data
Best for
Conducting automated Generative Engine Optimization (GEO) audits and visibility baselines, Generating optimized content briefs requiring human business insight inputs, Auditing content quality against E-E-A-T and citation metrics, Managing internal linking and meta tags via AI agent commands
Works with
Claude CodeCodexCursorOpenCode
Evoa Score breakdown= Σ (score × weight)
84Task usefulness20%100 → +20.0
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%85 → +12.8
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%85 → +12.8
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%45 → +5.4
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%100 → +15.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%80 → +8.0
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%69 → +5.5
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%100 → +5.0
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total84.4 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
Runs completely locally with no third-party cloud data upload required, utilizing local LLMs or agent runtimes.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.