Compétences webask-ab-significance

📦

webask-ab-significance

Name: webask-ab-significance
Author: webaskio

Révision du contenu r1 Sûr 📁 Accès au système de fichiers⚙️ Commandes externes

Compare WebAsk A/B Survey Results

Small survey samples can make random differences look like meaningful improvements. This skill guides comparisons using outcome counts, percentage-point differences, and checks for comparable groups.

Prend en charge: Claude Codex Code(CC)

🥉 77 Bronze

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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 "webask-ab-significance" from https://skillstore.io/skills/webaskio-webask-ab-significance.md and its manifest at https://skillstore.io/api/skills/webaskio-webask-ab-significance/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/webaskio-webask-ab-significance.md manifest signé GET /api/skills/webaskio-webask-ab-significance/manifest lockfile signé GET /api/skills/webaskio-webask-ab-significance/lockfile

Tester

Utilisation de « webask-ab-significance ». Compare contact submissions: A has 42 of 180, and B has 34 of 179. Both groups use the same period and source.

Résultat attendu:

Variant A: 42 of 180 submitted contact details, or 23.3%.
Variant B: 34 of 179 submitted contact details, or 19.0%.
Observed difference: 4.3 percentage points in favor of A.
These counts alone do not establish a reliable winner. A formal test and sample-size plan are needed before claiming significance.

Utilisation de « webask-ab-significance ». A completed 60 of 100 surveys last month from email traffic. B completed 75 of 100 this month from paid traffic.

Résultat attendu:

Variant A: 60% completion. Variant B: 75% completion.
Observed difference: 15 percentage points in favor of B.
The periods and traffic sources differ, so the comparison cannot isolate the variant effect.
Compare groups from the same period and traffic source before choosing a winner.

Audit de sécurité

Sûr

v1 • 29/09/2026 Ouvrir le rapport versionné

Both static findings are false positives: README links provide repository navigation, and SKILL.md backticks format MCP tool names. No evidence found of prompt injection, unauthorized execution, or data exfiltration in the reviewed files. External MCP implementation behavior is outside this review.

Fichiers analysés

119

Lignes analysées

Éléments à examiner

Faux positifs ignorés

Facteurs de risque

📁 Accès au système de fichiers (1)

README.md:1

⚙️ Commandes externes (1)

SKILL.md:15

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

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/webaskio-webask-ab-significance/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Badge Markdown

[![Skillstore security assessment](https://skillstore.io/badges/skills/webaskio-webask-ab-significance/security.svg)](https://skillstore.io/skills/webaskio-webask-ab-significance?utm_source=security_passport_badge)

Badge HTML

<a href="https://skillstore.io/skills/webaskio-webask-ab-significance?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/webaskio-webask-ab-significance/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

Carte intégrable

<iframe src="https://skillstore.io/embed/skills/webaskio-webask-ab-significance.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

webaskio. (2026). webask-ab-significance security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/webaskio-webask-ab-significance/audits/1

Citation BibTeX

@techreport{webaskio-webaskio-webask-ab-significance-2026,
  author = {webaskio},
  title = {webask-ab-significance security audit report (audit version 1)},
  institution = {Skillstore},
  year = {2026},
  number = {1},
  url = {https://skillstore.io/skills/webaskio-webask-ab-significance/audits/1},
  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: "webask-ab-significance security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
  - name: "webaskio"
date-released: "2026-09-29"
url: "https://skillstore.io/skills/webaskio-webask-ab-significance/audits/1"
identifiers:
  - type: other
    value: "skillstore:webaskio-webask-ab-significance:audit:1"
    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

Compare survey completion

Compare completion counts and rates for two survey versions while checking observation periods and traffic sources.

Review contact collection

Compare contact submission rates across survey variants without selecting a winner from a small observed difference.

Assess experiment readiness

Review whether response counts and group comparability support a decision or require more data.

Essayez ces prompts

Compare two variants

Compare variants A and B for WebAsk survey [survey]. Use survey completion as the success metric.

Report conversion differences

Compare contact submissions for variants [A] and [B] in survey [survey] during [period]. Show counts, denominators, rates, and percentage-point differences.

Check group comparability

Review variants [A] and [B] for survey [survey]. Check periods, traffic sources, and sample sizes before interpreting [metric]. Identify missing information.

Review decision uncertainty

Assess whether survey [survey] supports choosing variant [A] or [B] for [metric]. Separate observed differences from statistical evidence. Explain sample-size assumptions and missing inputs.

Bonnes pratiques

Define the success metric and denominator before reviewing variant results.
Compare groups from the same period and traffic source, and retain the underlying counts.
Use a prespecified statistical test and power calculation to validate decisions beyond the skill's sample-size heuristics.

Éviter

Declaring a winner from a small percentage difference without considering sample size.
Comparing variants from different periods or traffic sources as if the groups were equivalent.
Repeatedly checking results and stopping as soon as the preferred variant leads.

Foire aux questions

What data does the skill need?

It needs variant exposure counts, completion counts, the chosen success metric, observation periods, and traffic sources.

Which tools does it use?

It names get_quiz_summary and get_quiz_report as external WebAsk MCP dependencies for retrieving survey data.

Does it calculate formal statistical significance?

The files provide comparison instructions and sample-size heuristics. They do not specify a formal test, significance threshold, or confidence-interval method.

Can it determine the exact sample size required?

It asks for a collection estimate but supplies only rough guidance. Exact planning requires assumptions about baseline rate, detectable effect, significance, and power.

Can it modify surveys or require an upgrade?

The documented tools read reports and summaries. The instructions prohibit upgrade suggestions and require stopping when service limits prevent progress.

Which assistants and languages are supported?

The listing supports Claude, Codex, and Claude Code. The skill instructs the assistant to respond in the user language.