📦

bi-analyst

Name: bi-analyst
Author: zl2023github

Revisión del contenido r2 Seguro ⚙️ Comandos externos

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.

Compatible con: Claude Codex Code(CC)

🥉 77 Bronce

Instalar con mi Agente

Copia esta solicitud en tu Agente. Incluye la página canónica del Skill y el manifiesto.

Solicitud de agente

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.

Tu Agente debe seguir mostrando su plan y solicitar cualquier confirmación exigida por la política de seguridad.

Recursos legibles por agentes

Usa estos enlaces cuando un agente de IA, crawler o script necesite contexto limpio en vez de leer la página completa.

Detalle Markdown GET /skills/zl2023github-bi-analyst.md Manifest firmado GET /api/skills/zl2023github-bi-analyst/manifest Lockfile firmado GET /api/skills/zl2023github-bi-analyst/lockfile

Pruébalo

Usando "bi-analyst". Analyze weekly revenue by channel and explain a recent decline.

Resultado esperado:

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.

Usando "bi-analyst". Create a retention dashboard plan for a subscription product.

Resultado esperado:

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.

Usando "bi-analyst". Assess whether a checkout experiment should launch.

Resultado esperado:

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

Auditoría de seguridad

Seguro

v4 • 24/7/2026 Abrir el informe versionado

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.

Archivos escaneados

428

Líneas analizadas

Elementos de revisión

Falsos positivos ignorados

La auditoría estática y semántica completada más reciente no detectó hallazgos de seguridad confirmados. Esto no demuestra que el skill no tenga efectos secundarios.

Auditado por: codex Ver historial de auditorías →

Compartir y citar este informe

Comparte el informe de evaluación versionado, la insignia neutral, la tarjeta insertable y las citas. Skillstore presenta evidencias sin decidir si este Skill es seguro.

Abrir el informe versionado

Copiar enlace del informe

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

Insignia 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)

Insignia 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>

Tarjeta para insertar

<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>

Citas académicas (APA · BibTeX · CFF)

Cita APA

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

Cita 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"

Puntuación de Skillstore

Por qué esta puntuación Confianza de la evidencia: Medio

Arquitectura

Mantenibilidad

Contenido

Comunidad

Cumplimiento de la especificación

Lo que puedes crear

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.

Prueba estos 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.

Mejores prácticas

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.

Evitar

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.

Preguntas frecuentes

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.

Detalles del desarrollador

Autor

zl2023github

Licencia

MIT

Revisión de Skillstore

Aviso de versión

El autor no declaró una versión.

Repositorio

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

Ref.

88a8e9a07f4c54ab105c1c41b6267c287146b07b

Actualidad del mantenimiento

26/7/2026

Uso

2 descargas · 0 vistas

Estructura de archivos

📄 SKILL.md

bi-analyst

Instalar con mi Agente

Recursos legibles por agentes

Pruébalo

Auditoría de seguridad

Factores de riesgo

Copiar enlace del informe

Insignia Markdown

Insignia HTML

Tarjeta para insertar

Cita APA

Cita BibTeX

CITATION.cff

Puntuación de Skillstore

Lo que puedes crear

Prepare an Executive KPI Review

Design a Product Analytics Dashboard

Build a Reproducible Reporting Pipeline

Prueba estos prompts

Mejores prácticas

Evitar

Preguntas frecuentes

Detalles del desarrollador