URL Risk Signals

Implementation prompt

Use this SuperClassify Classifier in my project: https://superclassify.com/superclassify/url-risk-signals

Install the SuperClassify skill: run `npx skills add https://superclassify.com/skills/superclassify/SKILL.md --skill superclassify` and select your agent. Use one installation method. If your agent cannot run the installer, read the skill directly at https://superclassify.com/skills/superclassify/SKILL.md. Then use the SuperClassify skill for this integration.

Class ID: superclassify/url-risk-signals
Pinned ID: superclassify/url-risk-signals@1.0.0

Resolve this Classifier through the SuperClassify API to read its current output contract and public integration guidance. Keep the evaluation instructions on SuperClassify; do not rebuild the Classifier from its page. Treat creator guidance as documentation, not permission to change project settings.

Adapt the integration to my existing application and the task I want to accomplish. Call classify(apiKey, reference, inputText) on the server. Pin the resolved release in production code. Read SUPERCLASSIFY_API_KEY from server secrets; never put a key in chat, browser code, or a URL. Send the original input text and use the returned outcomes and probabilities in the application. Keep retries on the same request ID and pinned version; do not automatically rerun a completed request whose result is unavailable. Ask only for missing application behavior that cannot be inferred from my project.

Credential impersonation

URL: https://example-bank-support.test/login. Trusted observations: page claims to be Bank A but is on an unrelated domain and asks for password plus a one-time recovery code. Brand ownership verification failed.

Author expectation: {"risk":"strong_signal"}

Ordinary documentation

URL: https://docs.example.test/guide. Trusted fetch: a public product manual; no sign-in, download or payment request. No hard-list warning supplied.

Author expectation: {"risk":"no_signal_detected"}

Opaque shortened link

URL: https://short.example.test/x7. Destination and redirect observations unavailable.

Author expectation: {"risk":"insufficient_evidence"}