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design-review

Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. (gstack)

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SKILL.md
Quality
Evals
Security

Security

3 findings — 1 critical severity, 2 medium severity. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.

Critical

E004: Prompt injection detected in skill instructions

What this means

Detected a prompt injection in the skill instructions. The skill contains hidden or deceptive instructions that fall outside its stated purpose and attempt to override the agent’s safety guidelines or intended behavior.

Why it was flagged

Potential prompt injection detected (high risk: 0.70). The skill explicitly instructs the agent to embed an invisible marker (<gstack-qid:...>) into rendered AskUserQuestion text that "doesn't render visibly to the user" — a hidden/deceptive instruction (even if for telemetry/auto-decision) that alters output invisibly and thus qualifies as prompt-injection risk.

Report incorrect finding
Medium

W011: Third-party content exposure detected (indirect prompt injection risk)

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

Third-party content exposure detected (medium risk: 0.65). Runtime path: the skill uses `$B goto <target URL>` and then extracts rendered page content via browser automation (screenshots + DOM-evaluated data like fonts/colors/text), so any free-form text on an outsider-controlled web page (or user-supplied URL) can be ingested into the agent’s LLM context as readable prose/DOM-derived strings.

Medium

W012: Unverifiable external dependency detected (runtime URL that controls agent)

What this means

The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.

Why it was flagged

Potentially malicious external URL detected (high risk: 0.80). The skill's setup step conditionally downloads and executes the Bun install script from https://bun.sh/install (curl -fsSL "https://bun.sh/install" -o "$tmpfile" ... && BUN_VERSION="$BUN_VERSION" bash "$tmpfile"), so a remote URL is fetched and executed at runtime.

Repository
garrytan/gstack
Audited
Security analysis
Snyk

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