bi-analyst
Build Reliable Business Intelligence Analysis
Business teams often lack consistent metrics and repeatable analysis workflows. This skill guides SQL, Python, dashboards, experiments, and automated reporting from requirements to delivery.
自分のエージェントでインストール
このリクエストをエージェントにコピーしてください。正規の Skill ページとマニフェストが含まれています。
Review the Skillstore skill "bi-analyst" from https://skillstore.io/skills/zl2023github-bi-analyst.md and its manifest at https://skillstore.io/api/skills/zl2023github-bi-analyst/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.エージェントは引き続き計画を提示し、セキュリティポリシーで必要な確認を求める必要があります。
エージェントが読めるリソース
AI エージェント、クローラー、スクリプトがページ全体ではなく整理されたコンテキストを必要とする場合は、これらのリンクを使ってください。
テストする
「bi-analyst」を使用しています。 Analyze weekly revenue by channel and explain a recent decline.
期待される結果:
- Revenue decreased 8.4% week over week.
- Paid search contributed 62% of the total decline.
- Check campaign spend, tracking completeness, and conversion rates before changing budgets.
「bi-analyst」を使用しています。 Create a retention dashboard plan for a subscription product.
期待される結果:
- Primary view: weekly signup cohorts with day 1, day 7, and day 30 retention.
- Filters: plan, acquisition channel, region, and signup device.
- Quality checks: unique account counts, complete activity dates, and stable cohort definitions.
「bi-analyst」を使用しています。 Assess whether a checkout experiment should launch.
期待される結果:
The treatment improved conversion, but the confidence interval includes effects too small to justify rollout. Continue the test until the planned sample size.
セキュリティ監査
安全All 42 static alerts are false positives caused by Markdown fences, SQL identifiers, and multilingual documentation entropy. The skill contains legitimate BI examples and no malicious intent or prompt injection.
リスク要因
⚙️ 外部コマンド (32)
このレポートを共有・引用
バージョン付き評価レポート、中立的なバッジ、埋め込みカード、引用を共有できます。Skillstore は証拠を報告しますが、この Skill が安全かどうかは判断しません。
レポートリンクをコピー
https://skillstore.io/skills/zl2023github-bi-analyst/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdownバッジ
[](https://skillstore.io/skills/zl2023github-bi-analyst?utm_source=security_passport_badge)HTMLバッジ
<a href="https://skillstore.io/skills/zl2023github-bi-analyst?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/zl2023github-bi-analyst/security.svg" alt="Skillstore security assessment" loading="lazy"></a>埋め込みカード
<iframe src="https://skillstore.io/embed/skills/zl2023github-bi-analyst.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>学術引用 (APA · BibTeX · CFF)
APA形式の引用
zl2023github. (2026). bi-analyst security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/zl2023github-bi-analyst/audits/4BibTeX形式の引用
@techreport{zl2023github-zl2023github-bi-analyst-2026,
author = {zl2023github},
title = {bi-analyst security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/zl2023github-bi-analyst/audits/4},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "bi-analyst security audit report (audit version 4)"
version: "unspecified"
type: report
authors:
- name: "zl2023github"
date-released: "2026-07-24"
url: "https://skillstore.io/skills/zl2023github-bi-analyst/audits/4"
identifiers:
- type: other
value: "skillstore:zl2023github-bi-analyst:audit:4"
description: "Skillstore immutable audit report identifier"
Skillstore スコア
このスコアの理由 証拠の信頼度: 中作成できるもの
Prepare an Executive KPI Review
Define consistent metrics, compare periods, identify changes, and structure a concise decision-ready report.
Design a Product Analytics Dashboard
Plan funnel, retention, and cohort views with suitable dimensions, refresh schedules, and alert thresholds.
Build a Reproducible Reporting Pipeline
Organize extraction, cleaning, validation, calculation, visualization, and scheduled delivery steps.
これらのプロンプトを試す
Review this dataset description: [description]. Identify useful metrics, required cleaning checks, and three questions the data can answer.
Design a dashboard for [business goal]. Define the primary metric, supporting metrics, dimensions, filters, refresh frequency, and validation checks.
Analyze this experiment: [groups, sample sizes, outcomes, dates]. Check assumptions, choose suitable tests, estimate effect size, and state decision risks.
Plan a scheduled pipeline from [source] to [report destination]. Include transformations, quality gates, metric definitions, retries, alerts, and reproducibility controls.
ベストプラクティス
- Confirm metric definitions, time ranges, dimensions, and audiences before analysis.
- Validate important results against a second query, source, or BI view.
- Document assumptions, data quality issues, and reproducible calculation steps.
回避
- Do not infer business causes from correlation without supporting evidence.
- Do not load full large tables into Python when database aggregation is available.
- Do not publish dashboards with undefined metrics or untested refresh logic.
よくある質問
Can this skill connect to my database?
Which data formats does it cover?
Can it create SQL and Python analysis?
Does it support A/B test analysis?
Can it design dashboards?
How should sensitive data be handled?
開発者情報
作成者
zl2023githubライセンス
MIT
Skillstore リビジョン
r2
バージョンに関する注意
作者はバージョンを宣言していません。
リポジトリ
https://github.com/zl2023github/software-engineer-skills/tree/main/software-engineering/bi-analyst参照
88a8e9a07f4c54ab105c1c41b6267c287146b07b
メンテナンスの新しさ
2026/7/26
利用状況
2 ダウンロード · 0 閲覧
ファイル構成
📄 SKILL.md