Mathematical Enhancer
When to use this skill
Use this skill when a manuscript's main opportunity lies in stronger mathematics: a cleaner proof strategy, a tighter bound, a more general theorem, a resolved loose end, or a more illuminating derivation.
Workflow
- Read the whole paper first and identify where the mathematical content is routine, where it is fragile, and where genuine improvement seems possible.
- Look for brute-force arguments that can be replaced with more natural structure, known results, or more revealing tools.
- Rate candidate improvements by two axes: impact on the paper and confidence that the route is sound.
- Separate tractable improvements from speculative ones. Implement the former fully; annotate the latter as explicit suggestions.
- When claiming an improvement, actually work it out. Do not gesture at a stronger result unless you can justify the claim.
- Distinguish between improvements to mathematical substance and mere exposition. Stay focused on the mathematics.
- If a better proof or stronger statement depends on standard results, connect the manuscript clearly to those results instead of rederiving everything from scratch.
- Keep any inline annotations compile-safe if you are working directly in LaTeX.
Quality Bar
- A proposed enhancement should either improve correctness, generality, elegance, or explanatory power.
- Implement only the improvements you can justify rigorously.
- Mark speculative or difficult ideas as suggestions, not as accomplished facts.
- Do not trade away clarity for abstract cleverness if the new argument becomes harder to trust.
- If the stronger route fails, fall back cleanly instead of leaving half-implemented sophistication behind.
- High-impact, high-confidence improvements should be implemented, not merely admired.
For a more systematic pass over impact, tractability, and the boundary between implemented improvements and annotated suggestions, use references/enhancement-checklist.md.
Scan to join WeChat group