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bi-analyst

Name: bi-analyst
Author: zl2023github

Révision du contenu r2 Sûr ⚙️ Commandes externes

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.

Prend en charge: Claude Codex Code(CC)

🥉 77 Bronze

Maintain this Skill? Claim it 🥉 77 Bronze

Installer avec mon Agent

Copiez cette demande dans votre Agent. Elle contient la page Skill de référence et le manifeste.

Demande d’agent

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.

Votre Agent doit toujours présenter son plan et demander toute confirmation exigée par la politique de sécurité.

Ressources lisibles par les agents

Utilisez ces liens lorsqu’un Agent IA, un crawler ou un script a besoin d’un contexte propre au lieu de lire toute la page.

Détail Markdown GET /skills/zl2023github-bi-analyst.md manifest signé GET /api/skills/zl2023github-bi-analyst/manifest lockfile signé GET /api/skills/zl2023github-bi-analyst/lockfile

Tester

Utilisation de « bi-analyst ». Analyze weekly revenue by channel and explain a recent decline.

Résultat attendu:

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.

Utilisation de « bi-analyst ». Create a retention dashboard plan for a subscription product.

Résultat attendu:

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.

Utilisation de « bi-analyst ». Assess whether a checkout experiment should launch.

Résultat attendu:

The treatment improved conversion, but the confidence interval includes effects too small to justify rollout. Continue the test until the planned sample size.

Audit de sécurité

Sûr

v4 • 24/07/2026 Ouvrir le rapport versionné

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.

Fichiers analysés

428

Lignes analysées

Éléments à examiner

Faux positifs ignorés

Le dernier audit statique et sémantique terminé n’a détecté aucun constat de sécurité confirmé. Cela ne prouve pas que le skill est sans effets secondaires.

Audité par: codex Voir l’historique des audits →

Partager et citer ce rapport

Partagez le rapport d’évaluation versionné, le badge neutre, la carte intégrable et les citations. Skillstore présente les preuves sans décider si ce Skill est sûr.

Ouvrir le rapport versionné

Copier le lien du rapport

https://skillstore.io/skills/zl2023github-bi-analyst/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Badge Markdown

[![Skillstore security assessment](https://skillstore.io/badges/skills/zl2023github-bi-analyst/security.svg)](https://skillstore.io/skills/zl2023github-bi-analyst?utm_source=security_passport_badge)

Badge HTML

<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>

Carte intégrable

<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>

Citations académiques (APA · BibTeX · CFF)

Citation APA

zl2023github. (2026). bi-analyst security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/zl2023github-bi-analyst/audits/4

Citation BibTeX

@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"

Score Skillstore

Pourquoi ce score Niveau de confiance des preuves: Moyen

Architecture

Maintenabilité

Contenu

Communauté

Conformité aux spécifications

Ce que vous pouvez créer

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.

Essayez ces prompts

Summarize a Dataset

Review this dataset description: [description]. Identify useful metrics, required cleaning checks, and three questions the data can answer.

Design a KPI Dashboard

Design a dashboard for [business goal]. Define the primary metric, supporting metrics, dimensions, filters, refresh frequency, and validation checks.

Evaluate an A/B Test

Analyze this experiment: [groups, sample sizes, outcomes, dates]. Check assumptions, choose suitable tests, estimate effect size, and state decision risks.

Plan an Automated BI Pipeline

Plan a scheduled pipeline from [source] to [report destination]. Include transformations, quality gates, metric definitions, retries, alerts, and reproducibility controls.

Bonnes pratiques

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.

Éviter

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.

Foire aux questions

Can this skill connect to my database?

It can guide connection and query design, but it does not provide credentials or a built-in connector.

Which data formats does it cover?

The guidance covers relational databases, CSV files, Excel workbooks, APIs, and logs at a workflow level.

Can it create SQL and Python analysis?

Yes. It provides adaptable patterns for querying, cleaning, metrics, statistics, visualization, and reporting.

Does it support A/B test analysis?

Yes. It covers hypothesis tests, conversion comparisons, effect size, sample considerations, and decision framing.

Can it design dashboards?

Yes. It helps define metrics, layouts, filters, drilldowns, refresh schedules, and alert thresholds.

How should sensitive data be handled?

Keep credentials outside scripts, limit access, remove unnecessary personal data, and follow organizational governance requirements.

Détails du développeur

Auteur

zl2023github

Licence

MIT

Révision Skillstore

Avis de version

L’auteur n’a déclaré aucune version.

Dépôt

https://github.com/zl2023github/software-engineer-skills/tree/main/software-engineering/bi-analyst

Réf

88a8e9a07f4c54ab105c1c41b6267c287146b07b

Récence de maintenance

26/07/2026

Utilisation

2 téléchargements · 0 vues

Structure de fichiers

📄 SKILL.md

bi-analyst

Installer avec mon Agent

Ressources lisibles par les agents

Tester

Audit de sécurité

Facteurs de risque

Copier le lien du rapport

Badge Markdown

Badge HTML

Carte intégrable

Citation APA

Citation BibTeX

CITATION.cff

Score Skillstore

Ce que vous pouvez créer

Prepare an Executive KPI Review

Design a Product Analytics Dashboard

Build a Reproducible Reporting Pipeline

Essayez ces prompts

Bonnes pratiques

Éviter

Foire aux questions

Détails du développeur