For AI Evaluators
The Technical AI Evaluation Rubric & Prompt Pack
Ready-made rubrics, 46 hard-prompt templates and 10 worked examples for grading technical AI output consistently.
28-page designed PDF + editable Word file · Instant download after purchase
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About this resource
Grading technical AI output is hard to do consistently. This pack gives you the tools ready-made: a general 5-dimension rubric with 1–5 anchors, domain rubrics for electrical engineering, wireless/telecom, patent reasoning, and code and technical writing, an A-vs-B preference worksheet, 46 hard-prompt templates organized by failure mode, and 10 fully worked examples showing a flawed answer, its scores and a tight justification.
It was built by the Viper Consulting™ Team. Our founder has 20+ years in patent work, including 3 years as a USPTO Patent Examiner, evaluating wireless, video and AI technology. Technical reference values, including Wi-Fi 7 (IEEE 802.11be) and 5G NR facts, are checked against cited sources.
Use it to calibrate yourself as a new evaluator, train a rater team, or start an internal eval spec.
What's inside
- General rubric: correctness, completeness, reasoning, clarity and safety, with 1–5 anchors, gate rules and a score sheet.
- Domain rubrics plus cited fact sheets: EE/signal processing, Wi-Fi 7 and 5G NR, patent anticipation/obviousness/definiteness (educational), code and technical writing.
- 46 fill-in hard-prompt templates: across 8 failure modes: calculation, units/standards, outdated standards, hallucinated citations, multi-step reasoning, edge cases, instruction following and safety.
- 10 worked examples: prompt, illustrative flawed answer, scores and justification.
- Rater tools: justification sentence starters, an A-vs-B worksheet, a QA self-check list and a rater audit sheet.
FAQ
What format are the files?
You get a designed PDF to read and print, plus an editable Word (.docx) copy so you can adapt the templates and prompts.
How do I get my files?
Right after payment you are taken to your download page with a button for each file. Bookmark that page so you can download again later.
Can I get a refund?
Because these are instant digital downloads, all sales are final; if a file won't open, email support@viperconsulting.ai and we'll fix it.
Can I share it?
It is licensed for your personal or internal business use. Please don't resell, republish or share the files outside your organization.
How long do launch prices last?
Launch prices run through December 31, 2026. After that the regular price applies.
Do you promise I'll earn a certain amount?
No. We cite what platforms publicly say about pay, with dates, and we make no income promises. Work availability depends on the platforms.