backup materials and knowledge-base docs

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# Example 7 — Revision from a weak chart request
## User-style prompt
I was thinking of using a radar chart for these benchmark results. Can you improve this into something publication-quality?
## Expected skill interpretation
- artifact: revision task
- maturity: review/revision
- structure: likely single figure or figure+table alternative
- goal: replace a weak chart choice with a stronger one
## Preferred route
- review the proposed radar choice critically
- recommend a stronger alternative such as grouped scatter, line, or a table depending on the claim
- only keep radar if the profile comparison is genuinely the right representation
## Minimum acceptable output shape
- explain why the original chart is weak or risky
- recommend a better artifact type
- provide the replacement implementation route
- include targeted QA / revision notes, not vague style comments