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Get Started Free →Use when polishing the prose and rigor of a pure-mathematics manuscript for Annals of Mathematics — eliminating gaps, removing "clearly"/"it is easy to see", precise quantifiers, and consistent mathematical English. Late-stage polish; run only after the proof and architecture are fixed.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 64% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 49% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 40% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 81% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 35% | 0% |
At Annals, an expert referee verifies the proof in detail. A logical gap — especially one hidden behind softening words — is fatal. Treat every "clearly" as a debt to be paid or deleted.
| Phrase | What to do | |--------|-----------| | "It is easy to see that ..." | Either show it in one line, or delete the claim if truly immediate | | "Clearly / obviously ..." | Replace with the actual one-line reason, or cite the lemma | | "A standard argument shows ..." | Name the standard argument and cite it precisely | | "By a similar argument ..." | State exactly which prior argument and what changes | | "It can be shown that ..." | Show it, or move it to a lemma with a proof | | "Modulo routine modifications ..." | Spell out the modifications or do them |
If a step really is immediate, a single clause giving the reason is better than "clearly".
Before:
> Clearly f is uniformly continuous on K, so by a standard compactness argument the > bound (3.2) holds with a constant independent of ε.
After:
> Since K is compact and f is continuous, f is uniformly continuous on K. Covering K by > finitely many δ-balls with δ as in (3.1) and taking the maximum of the local bounds > yields (3.2) with C = C(K, f) independent of ε.
Two debts are paid for one extra line: "clearly" becomes the one-clause reason, and "a standard compactness argument" becomes the actual argument with the constant's dependence recorded.
quantifiers to the reader. State dependence of constants (e.g. "C depends only on n").
on context the reader has to reconstruct.
names across sections.
\eqref/\cref so references stay correct after edits.precision.
Review at this journal is single-blind expert verification, frequently stretching past a year. Assume every softening word will be tested: the referee's default at "it is easy to see" is to try to see it, and each failure erodes trust in the steps they cannot check. A first "clearly" that conceals a subtlety invites a report that re-derives everything and finds the real gap you missed.
【"clearly"/"easy to see" instances】N found → resolved: justified / removed / made-lemma
【Standard/similar arguments】named & cited: ...
【Quantifier / constant fixes】...
【Statement–proof match】confirmed / fix: ...
【Remaining open gaps】none / list (BLOCKER — return to anmath-methods)
【Next step】anmath-length-managementOther measured skills in the registry, with their headline benchmark lift.