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write-insightful-topconf-paperlisted

Plan, discuss, draft, revise, and audit insight-driven papers for top ML/AI/vision/NLP conferences such as ICLR, ICML, NeurIPS, CVPR, and ACL. Use when Codex must shape a paper story from observations, derive a method from evidence, formalize mathematical claims as labeled results with proofs, map claims to experiments, write or revise LaTeX/Overleaf sections, improve its writing rules from author feedback, create numbered Observation/Insight/key-equation callouts, simplify academic prose, or perform a skeptical top-conference review. Also use for paper outlines, abstracts, introductions, motivation, methods, experiments, related work, limitations, rebuttals, and submission-readiness checks.
vanzll/ai-research-accelerator · ★ 1 · AI & Automation · score 74
Install: claude install-skill vanzll/ai-research-accelerator
# Write Insightful Top-Conference Papers ## Governing priorities Apply these priorities in order: 1. Preserve scientific truth. Never invent evidence, results, citations, chronology, mechanisms, or novelty. 2. Follow the user's locked framing, terminology, scope, and task mode. If the user asks to discuss logic, do not start drafting. 3. Make the paper insightful. Let observations expose a tension, let an insight resolve it, and let the method appear as the minimal response. 4. Make the paper easy to understand. Prefer the simplest accurate word, the fewest necessary symbols, and the shortest complete explanation. Plain and direct language outranks academic-sounding language. 5. Satisfy the current official venue rules. Verify changing requirements rather than recalling them from memory. Treat prose as the final encoding of a scientific argument, not as the starting point. Use citation, literature-search, PDF-inspection, and scientific-diagram skills when installed. They are optional integrations: without them, use authoritative local sources or report the corresponding verification gap. ## Route the request Choose the smallest route that satisfies the user: - **Logic discussion:** reason one link at a time; keep answers concise; do not mutate paper files. - **Story or outline:** create the story contract and argument chain before prose. - **Section drafting:** establish the section's reader question, claim, evidence, and bridge before writing. - **Revision:** p