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.
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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.Your Agent should still show its plan and request any confirmation required by the security policy.
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Using "bi-analyst". Analyze weekly revenue by channel and explain a recent decline.
Expected outcome:
Using "bi-analyst". Create a retention dashboard plan for a subscription product.
Expected outcome:
Using "bi-analyst". Assess whether a checkout experiment should launch.
Expected outcome:
The treatment improved conversion, but the confidence interval includes effects too small to justify rollout. Continue the test until the planned sample size.
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.
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https://skillstore.io/skills/zl2023github-bi-analyst/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/zl2023github-bi-analyst?utm_source=security_passport_badge)<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><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>zl2023github. (2026). bi-analyst security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/zl2023github-bi-analyst/audits/4@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}
}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"
Define consistent metrics, compare periods, identify changes, and structure a concise decision-ready report.
Plan funnel, retention, and cohort views with suitable dimensions, refresh schedules, and alert thresholds.
Organize extraction, cleaning, validation, calculation, visualization, and scheduled delivery steps.
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.
Author
zl2023githubLicense
MIT
Skillstore revision
r2
Version notice
The author did not declare a version.
Repository
https://github.com/zl2023github/software-engineer-skills/tree/main/software-engineering/bi-analystRef
88a8e9a07f4c54ab105c1c41b6267c287146b07b
Maintenance freshness
7/26/2026
Usage
2 downloads Β· 0 views
File structure
π SKILL.md
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