Custom Feed Rule

Implementation prompt

Use this SuperClassify Classifier in my project: https://superclassify.com/superclassify/custom-feed-rule

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/custom-feed-rule
Pinned ID: superclassify/custom-feed-rule@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.

Useful

What timeout strategy handles a failed database failover without retrying a payment twice?

Author expectation: {"decision":"keep"}

Ad

Buy my secret coding course; enrollment closes tonight.

Author expectation: {"decision":"hide"}

Mixed

Here is a reproducible deadlock fix with transaction order examples. Our paid monitoring suite also solves this; use SAVE10.

Author expectation: {"decision":"review"}