Runs an automated research loop for ML papers, covering arXiv search and paper lookup, analysis of experiment results, planning of ablation studies, and autonomous review and revision of a draft paper until it is ready for submission.
@wanshuiyinHelps AI job seekers prepare for interviews with a Chinese-language cheat sheet on ML and LLM topics, plus a skill that generates an academic personal homepage from a CV and a skill that renders research artifacts as readable HTML.
@wanshuiyin@wanshuiyinUse when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
@wanshuiyinSynthesize the single strongest EVIDENCE-BOUND reviewer case to reject a paper, built ONLY from the evidence ledger (claims.json)…
@wanshuiyinTransparent, itemized impressions of AI-generated WRITING STYLE — the repo's ONLY non-integrity track. Two passes: a…
@wanshuiyinQuick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this…
@wanshuiyinAnalyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results",…
@wanshuiyinSearch, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv",…
@wanshuiyinAutonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use when user…
@wanshuiyinAutonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with…
@wanshuiyinAutonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables.…
@wanshuiyinAutonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external…
@wanshuiyinAudit whether a paper's baseline comparisons are COMPLETE, FAIR, and SIGNIFICANT: a required recent SOTA baseline is missing…
@wanshuiyinZero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the…
@wanshuiyinRead-only leaf worker for one bounded ARIS fan-out shard. Never delegates, writes files, or renders verdicts.
@wanshuiyinIs this you? Claim your profilePut a plugin at the top of Plugins, from $9
