wanshuiyin/auto-claude-code-research-in-sleep
59 skills
$npx skills add wanshuiyin/auto-claude-code-research-in-sleepSkillInstalls
ablation-plannerUse when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.alphaxivQuick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback.analyze-resultsAnalyze ML experiment results, compute statistics, generate comparison tables and insights.arxivSearch, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper…auto-paper-improvement-loopAutonomously improve a generated paper via GPT-5.6-Sol xhigh review → implement fixes → recompile, for 2 rounds.auto-review-loopAutonomous multi-round research review loop. Repeatedly reviews via external reviewer backend (Codex or manual), implements fixes, and re-reviews until…auto-review-loop-llmAutonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables.auto-review-loop-minimaxAutonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review.citation-auditZero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports —…claims-draftingDraft patent claims for an invention. Use when user says \"撰写权利要求\", \"draft claims\", \"写权利要求书\", \"claim drafting\", or wants to create patent claims.comm-lit-reviewCommunications-domain literature review with Claude-style knowledge-base-first retrieval.deepxivSearch and progressively read open-access academic papers through DeepXiv.dse-loopAutonomous design space exploration loop for computer architecture and EDA.embodiment-descriptionWrite detailed embodiment descriptions for patent specifications.exa-searchAI-powered web search via Exa with content extraction. Use when user says "exa search", "web search with content", "find similar pages", or needs broad web…experiment-auditAudit experiment integrity before claiming results. Uses cross-model review (external reviewer backend) to check for fake ground truth, score normalization…experiment-bridgeWorkflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results.experiment-planTurn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap.experiment-queueSSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention.feishu-notifySend notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify.figure-descriptionProcess user-provided patent figures and generate formal drawing descriptions.figure-specGenerate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG.formula-derivationStructures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent…gemini-searchSearch research papers via Gemini for broad literature discovery.grant-proposalDraft a structured grant proposal from research ideas and literature.idea-creatorGenerate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or…idea-discoveryWorkflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas.idea-discovery-robotWorkflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go…integrity-forensicsRun the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → deterministic rules-only adjudicator)…interview-cheatsheetGenerate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables,…invention-structuringStructure a raw invention idea into a formal invention disclosure.jurisdiction-formatCompile patent application into jurisdiction-specific filing format.kill-argumentTwo-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point…mermaid-diagramGenerate Mermaid diagrams from user requirements. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types.meta-applyPrivileged applier that LANDS meta-optimize / corpus-audit patches the user approved — the ONLY skill permitted to mutate the skill corpus from a…meta-optimizeAnalyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults.monitor-experimentMonitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.novelty-checkVerify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea…openalexSearch academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information.overleaf-syncTwo-way sync between a local paper directory and an Overleaf project, so ARIS audit/edit workflows stay on the local copy while collaborators edit in the…paper-claim-auditZero-context verification that every number, comparison, and scope claim in the paper matches raw result files.paper-compileCompile LaTeX paper to PDF, fix errors, and verify output. Use when user says \"编译论文\", \"compile paper\", \"build PDF\", \"生成PDF\", or wants to compile LaTeX…paper-figureGenerate publication-quality figures and tables from experiment results.paper-illustrationGenerate publication-quality AI illustrations for academic papers using Gemini image generation.paper-illustration-image2Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation.paper-planGenerate a structured paper outline from review conclusions and experiment results.paper-posterpaper-poster-htmlDEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real…paper-slidesGenerate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script.paper-talkEnd-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export…paper-writeDraft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content…paper-writingWorkflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF.patent-novelty-checkAssess patent novelty and non-obviousness against prior art. Use when user says \"专利查新\", \"patent novelty\", \"可专利性评估\", \"patentability check\", or wants to…patent-pipelineFull patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO).patent-reviewGet an external patent examiner review of a patent application.pixel-artGenerate pixel art SVG illustrations for READMEs, docs, or slides.prior-art-searchSearch patent databases and academic literature for prior art relevant to an invention.proof-checkerRigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via cross-model review (external reviewer backend, ultra…proof-writerWrites rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps,…