ai-analyst-genome
ai-analyst-lab/ai-analyst-genome
A self-bootstrapping framework that transforms an empty repository into a complete multi-agent data analysis pipeline through an interactive setup process.
29 10No licenseUpdated 2026-02-22
60
GoodOverview
The AI Analyst Genome uses a multi-layered agent architecture to autonomously generate a full data analysis product. By answering a series of initial configuration questions, multiple specialized architect and builder agents coordinate to create custom analysis agents, reusable skills, data connection helpers, and presentation templates tailored to your specific infrastructure and audience.
Capabilities
- ▸Interactive setup wizard via Claude Code
- ▸Multi-agent architectural debate and task planning
- ▸Automated generation of analysis agents and specialized skills
- ▸Python helper integration for charts, statistics, and data access
- ▸End-to-end presentation and slide deck generation
Best for
Setting up an automated data analyst team inside a new repository, Generating custom analytical pipelines connected to Snowflake, BigQuery, or PostgreSQL, Automating the transition from raw business questions to validated slide decks
Works with
Claude Code
Evoa Score breakdown= Σ (score × weight)
60Task usefulness20%88 → +17.6
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%90 → +13.5
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%70 → +10.5
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%34 → +4.1
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%80 → +12.0
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%85 → +8.5
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%42 → +3.4
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%25 → +1.3
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 total70.8 / 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
Executes build scripts and file generation routines locally within the repository; ensure proper data access credentials are securely managed.
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.