Hook Clarity

Implementation prompt

Use this SuperClassify Class in my project: https://superclassify.com/superclassify/hook-clarity

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/hook-clarity
Pinned ID: superclassify/hook-clarity@1.0.0

Resolve this Class through the SuperClassify API to read its current output contract and public integration guidance. Keep the evaluation instructions on SuperClassify; do not rebuild the Class 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.

Clear hook · 1

Text:
Export only failed requests as CSV in three steps.

Reference:
Audience:
Developers exporting application logs

Author expectation: clear_hook

Revise hook · 2

Text:
You will not believe what happens next!

Reference:
Audience:
Developers exporting application logs

Author expectation: revise_hook

Review · 3

Text:
Application logs.

Reference:
Audience:
Developers exporting application logs

Author expectation: review