Fähigkeiten webask-ab-significance

📦

webask-ab-significance

Name: webask-ab-significance
Author: webaskio

Inhaltsrevision r1 Sicher 📁 Dateisystemzugriff⚙️ Externe Befehle

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.

Unterstützt: Claude Codex Code(CC)

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Mit meinem Agent installieren

Kopieren Sie diese Anfrage in Ihren Agent. Sie enthält die maßgebliche Skill-Seite und das Manifest.

Agent-Anfrage

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.

Ihr Agent sollte weiterhin seinen Plan anzeigen und alle von der Sicherheitsrichtlinie verlangten Bestätigungen anfordern.

Agent-lesbare Ressourcen

Verwenden Sie diese Links, wenn ein KI-Agent, Crawler oder Skript sauberen Kontext benötigt, statt die vollständige Seite zu lesen.

Markdown-Detailseite GET /skills/webaskio-webask-ab-significance.md Signiertes manifest GET /api/skills/webaskio-webask-ab-significance/manifest Signiertes lockfile GET /api/skills/webaskio-webask-ab-significance/lockfile

Testen

„webask-ab-significance“ wird verwendet. Compare contact submissions: A has 42 of 180, and B has 34 of 179. Both groups use the same period and source.

Erwartetes Ergebnis:

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.

„webask-ab-significance“ wird verwendet. A completed 60 of 100 surveys last month from email traffic. B completed 75 of 100 this month from paid traffic.

Erwartetes Ergebnis:

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.

Sicherheitsaudit

Sicher

v1 • 29.9.2026 Versionsbericht öffnen

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.

Gescannte Dateien

119

Analysierte Zeilen

Prüfelemente

Falschmeldungen ignoriert

Risikofaktoren

📁 Dateisystemzugriff (1)

README.md:1

⚙️ Externe Befehle (1)

SKILL.md:15

Das letzte abgeschlossene statische und semantische Audit erkannte keine bestätigten Sicherheitsbefunde. Dies beweist nicht, dass der Skill keine Nebenwirkungen hat.

Geprüft von: codex

Diesen Bericht teilen & zitieren

Teile den versionierten Bewertungsbericht, das neutrale Badge, die Einbettungskarte und Zitate. Skillstore berichtet Nachweise, ohne zu entscheiden, ob dieser Skill sicher ist.

Versionsbericht öffnen

Berichtslink kopieren

https://skillstore.io/skills/webaskio-webask-ab-significance/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown-Badge

[![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)

HTML-Badge

<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>

Einbettungskarte

<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>

Wissenschaftliche Zitate (APA · BibTeX · CFF)

APA-Zitat

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

BibTeX-Zitat

@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"

Skillstore-Score

Warum dieser Score Evidenzvertrauen: Mittel

Architektur

Wartbarkeit

Inhalt

Gemeinschaft

Spezifikationskonformität

Was Sie erstellen können

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.

Diese Prompts ausprobieren

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.

Bewährte Praktiken

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.

Vermeiden

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.

Häufig gestellte Fragen

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.