Processing boundary
Input is processed only in the active browser tab's memory and is not sent to a ByteQuant server.
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AI tools
AI Response Evaluation Rubric
Creates a reusable Markdown rubric from a task and `criterion|weight|review question` rows, validates total weight, and structures human review. It does not automatically score responses or guarantee accuracy, safety, or model quality.
✓ Free✓ No account✓ In-browser
● Local workspaceInput stays in this tab
Output · review and verify
The result will appear here.
Persistent storage
Input and output are not stored. The optional usage counter keeps only tool identity and count, never content.
Verification
Output comes from disclosed rules or browser APIs and needs independent review before high-impact use.
A result in three steps
- 01
Describe the task and target user.
- 02
Write every criterion with a weight and auditable review question.
- 03
Make weights total 100% and test reviewer agreement on real examples.
When is this tool useful?
- ✓ Model-response quality review
- ✓ Consistent evaluation across teams
- ✓ AI regression test planning
Important limitation
Automated output is a preliminary assessment. Do not use it alone for legal, financial, medical, or security-critical decisions.
LEARN THE WORKFLOW
Guides for this tool
Making Decisions Auditable: Loans, AI Rubrics, and CSP
Transparent formulas, weighted human evaluation, and staged CSP adoption for higher-impact decisions.
Read guide →ABOUT THIS TOOL
Frequently asked questions
Does this tool send input to a server?+
No. Processing runs in this browser tab. Data leaves the page only when you choose to copy or download the result.
Is the result definitive?+
The tool produces consistent output from disclosed rules and browser APIs, but context, data quality, and method limitations can affect it. Verify high-impact decisions.
Is input saved?+
No. Tool input is not persisted. With consent, only tool identity and usage count may be kept on this device for personal shortcuts.