Theory Sharpen | Agent Skills Atlas

About this skill

Systematically assess whether a paper's theoretical results can be strengthened: relax assumptions, sharpen rates, align theory with model and experiments, and benchmark against state-of-the-art literature. Use when user says "sharpen theory", "strengthen results", "relax assumptions", "improve rates", "理论提升", "放宽假设", "优化rate", "theory alignment", "理论对齐", or wants to go beyond proof correctness toward theoretical optimality and practical relevance.

Quick start

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Review, license & listing details

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 1da0622a4fd354069c848c0282a1e62364744ac5e6199b89f9890ccd5efbede6

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Original listing metadata

Original name

theory-sharpen

Original description

About this listing

Category: Science & research
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.