KLEO PRODUCTION WORKSHEET
Learn from published videos without guessing causes
Guide: https://kleooai.com/guides/post-publication-learning/

Project:
Version:
Reviewer:

DECISIONS
1. Record the actual title, topic, format and publication context.
Your decision:

2. Compare similar videos before attributing a result to one word.
Your decision:

3. Choose a focused change for the next test and document the hypothesis.
Your decision:

REVIEW
[ ] Are comparisons reasonably similar?
Evidence / timestamp:

[ ] Are claims based on observed data?
Evidence / timestamp:

[ ] Is the next experiment specific?
Evidence / timestamp:

PITFALL
Avoid treating a few successful examples as a universal rule. Use the pattern to guide a test while keeping the promise to viewers accurate.

This worksheet is a planning aid, not a rendered example or automated verification.