Test community Skills in an isolated project with no production secrets, limited network access, pinned source, and a reversible task. The objective is not to prove universal safety; it is to understand observed behavior within a documented scope.
Define the threat model
List what the Skill could access and what would be costly to lose: source code, credentials, customer data, cloud resources, messages, or production systems.
The test environment should make the worst credible failure recoverable.
Create a disposable environment
Use a temporary repository, container, virtual machine, or restricted account. Do not inherit production environment variables or authenticated browser sessions.
- Use fake or synthetic inputs.
- Provide test credentials with minimal scope.
- Capture filesystem and network changes.
- Keep a clean snapshot for comparison and rollback.
Inspect before execution
Read the source, linked scripts, package manifests, and install commands. Resolve aliases and redirects so you know where code and dependencies come from.
Do not execute discovery commands blindly
Package-runner commands can download and execute code immediately. Resolve and inspect the package before running it.
Observe and record
Record install success, startup behavior, tool or instruction loading, changed files, network connections, task output, errors, and manual intervention.
Use the same acceptance criteria for the baseline and the Skill-assisted run.
Publish the test boundary
A test result is only meaningful with the environment, platform version, source commit, input, date, and known limitations.
Decide, monitor, and retire
Approve wider use only when observed value justifies the permission and maintenance cost. Re-test meaningful source or platform changes.
Remove the Skill and revoke credentials when it becomes stale, ambiguous, unnecessary, or difficult to monitor.
Frequently asked questions
Can a static scan replace sandbox testing?
No. Static analysis can prioritize review but cannot observe runtime behavior, indirect downloads, external systems, or emergent interactions.
Does one successful test prove a Skill is safe?
No. It shows observed behavior for one source commit, environment, input, and time. Publish that boundary instead of generalizing.
Skills referenced in this guide
minhnv0807/ai-business-skills
04-script-video-global
Use when the user needs a spoken script for short-form video — TikTok, Reels, or YouTube Shorts — with a 3-part hook, second-by-second beats, two A/B variants, shoot notes, and a viral score. Switches between product mode and personal brand mode from the context file. Trigger on 'video script', 'TikTok script', 'Reels script', 'Shorts script', 'what should I say in the video', 'write me a hook for a video'. Also use when the user has a video idea and knows only the topic. Not for — cut and edit
minhnv0807/ai-business-skills
05-ad-copy-global
Use when the user needs PAID ad copy for Meta, Google, or TikTok — six variants across TOFU, MOFU, and BOFU using AIDA, PAS, and BAB, respecting each platform character limit and ad policy, with a dropshipping mode. Trigger on 'ad copy', 'write Facebook ads', 'TikTok ad copy', 'Google RSA headlines', 'primary text for this ad', 'my ad copy is not converting'. Also use when the user has a product page and asks what to run as an ad. Not for — organic social captions, see `37-social-caption-global`
minhnv0807/ai-business-skills
30-design-master-global
Use when the user wants a marketing image GENERATED or an image prompt written — personal brand portraits, logos and monograms, campaign key visuals, day-to-day social graphics, editorial art, infographics, web hero mockups, and quote graphics. Reads brand identity from project context, composes an on-brand prompt, generates via gpt-image-2 when an API key exists, otherwise outputs paste-ready prompts for DALL-E 3, MidJourney, Leonardo, or Ideogram. Trigger on 'design an image', 'make me a logo'
minhnv0807/ai-business-skills
32-seo-growth-global
Use when the user wants SEO growth, AI SEO, GEO/AEO, Google visibility, ChatGPT or Perplexity citations, schema, structured data, llms.txt, programmatic SEO, local SEO, comparison and alternative pages, directory submissions, Product Hunt, G2/Capterra, backlinks, or a site audit. Trigger on 'SEO audit', 'AI search visibility', 'AI citations', 'schema markup', 'pSEO', 'alternative page', 'submit to directories', or 'backlink plan'. Not for first-time Google Business Profile setup, see `11-channel