# Next Tool Choice

## Implementation prompt

Use this SuperClassify Class in my project: https://superclassify.com/superclassify/next-tool-choice

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/next-tool-choice
Pinned ID: superclassify/next-tool-choice@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.

## Purpose

Selects a read-only tool or retrieval capability that fits the current information need.

Class: superclassify/next-tool-choice@1.0.0
Input: One raw text string
Model: jev-1.13.0

## Outputs

- outcome (choice): abstain, candidate_a, candidate_b, candidate_c, candidate_d, none_suitable

### Candidate a · 1

Snapshot id:
snapshot-1

State:
The answer is not in current context.

Candidates:
Candidate A [option-1]: Search public product documentation.
Candidate B [option-2]: Search company news.

Reference:
Goal:
Find the CSV export instructions.

Constraints:
Only read-only documentation tools are permitted.

Author expectation: candidate_a

### Candidate b · 2

Snapshot id:
snapshot-1

State:
The answer is not in current context.

Candidates:
Candidate A [option-1]: Search company news.
Candidate B [option-2]: Search public product documentation.

Reference:
Goal:
Find the CSV export instructions.

Constraints:
Only read-only documentation tools are permitted.

Author expectation: candidate_b

### Candidate c · 3

Snapshot id:
snapshot-1

State:
The answer is not in current context.

Candidates:
Candidate A [option-1]: Search company news.
Candidate B [option-2]: Search company news.
Candidate C [option-3]: Search public product documentation.

Reference:
Goal:
Find the CSV export instructions.

Constraints:
Only read-only documentation tools are permitted.

Author expectation: candidate_c

Documentation: https://superclassify.com/docs
Skill: https://superclassify.com/skills/superclassify/SKILL.md