Conference Writing Adapter

Adapt an existing research paper to the writing conventions, reviewer expectations, and paper archetypes of a target ML/AI conference. The goal is to make the paper easier for the right reviewers to understand, trust, and champion without inventing unsupported claims or new experimental results.

Use this skill for:

• paper structure diagnosis before submission
• conference-specific rewrite plans
• abstract, introduction, method, experiment, limitation, and related-work rewrites
• venue-aware figure/table story, visual style, and result presentation decisions
• paragraph-level outlines for an existing draft
• learning from accepted, oral, spotlight, best-paper, or highly discussed papers at the target venue
• accumulating reusable knowledge about venue taste and successful paper patterns

Do not use this skill as a substitute for running experiments, proving claims, or checking final submission compliance. Pair it with submit-paper for final readiness checks and with experiment skills when the paper has evidence gaps. Use figure-results-review when the main issue is whether a figure/table's claim support, style, caption, or visual encoding is paper-ready.

Pair this skill with research-project-memory when rewriting changes paper claims, section structure, figure/table roles, writing risks, or experiment actions.

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