Library / Human Capability Development Principles Framework
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HCD.24:8 - Common Anti-Patterns and How to Avoid Them

A rubric label teaches judgement. Develop the decisive distinction and calibrate when needed.

The review is a popularity vote. Resolve the criterion and grounds before counting preferences.

AI wrote the comment, so the reviewer practised. Inspect the learner’s required operation.

The author must accept every comment. Teach reasoned use, including warranted rejection.

Peer review is only a filter for the teacher. Preserve the reviewer’s own learning purpose and the author’s use, alongside any required qualified assessment.