openlair/dr-claw
58 skills
$npx skills add openlair/dr-clawSkillInstalls
academic-researcherAcademic research assistant for literature reviews, paper analysis, and scholarly writing.accelerateagent-harnessDr. Claw workspace skill for project lookup, session inspection, TaskMaster progress, OpenClaw structured schema, and event-driven reportingaris-ablation-plannerUse when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.aris-analyze-resultsAnalyze ML experiment results, compute statistics, generate comparison tables and insights.aris-arxivSearch, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper…aris-auto-paper-improvement-loopAutonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds.aris-auto-review-loopAutonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds…aris-comm-lit-reviewCommunications-domain literature review with Claude-style knowledge-base-first retrieval.aris-compute-guardMandatory pre-flight compute resource check before running experiments. Detects whether local/remote GPU or compute resources are actually available.aris-dse-loopAutonomous design space exploration loop for computer architecture and EDA.aris-experiment-bridgeWorkflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results.aris-experiment-planTurn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap.aris-feishu-notifySend notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify.aris-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…aris-grant-proposalDraft a structured grant proposal from research ideas and literature.aris-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…aris-idea-discoveryWorkflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to…aris-infraARIS (Auto-claude-code-research-in-sleep) infrastructure setup and configuration.aris-mermaid-diagramGenerate Mermaid diagrams from user requirements. Saves .mmd and .md files to figures/ directory with syntax verification.aris-meta-optimizeAnalyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults.aris-monitor-experimentMonitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.aris-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…aris-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…aris-paper-figureGenerate publication-quality figures and tables from experiment results.aris-paper-illustrationGenerate publication-quality AI illustrations for academic papers using Gemini image generation.aris-paper-planGenerate a structured paper outline from review conclusions and experiment results.aris-paper-posterGenerate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper.aris-paper-slidesGenerate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script.aris-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…aris-paper-writingWorkflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a…aris-pixel-artGenerate pixel art SVG illustrations for READMEs, docs, or slides.aris-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,…aris-rebuttalWorkflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and…aris-research-litSearch and analyze research papers, find related work, summarize key ideas.aris-research-pipelineFull research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop).aris-research-refineTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review.aris-research-refine-pipelineRun an end-to-end workflow that chains `aris-research-refine` and `aris-experiment-plan`.aris-research-reviewGet a deep critical review of research from GPT via Codex MCP.aris-research-wikiPersistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle.aris-result-to-claimUse when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing.aris-run-experimentDeploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU.aris-semantic-scholarSearch published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API.aris-serverless-modalRun GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero.aris-system-profileProfile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation.aris-training-checkPeriodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs.aris-vast-gpuRent, manage, and destroy GPU instances on vast.ai. Use when user says \"rent gpu\", \"vast.ai\", \"rent a server\", \"cloud gpu\", or needs on-demand GPU…autogptautoresearchAutonomous Goal-directed Iteration. Apply Karpathy's autoresearch principles to ANY task. Loops autonomously — modify, verify, keep/discard, repeat.biorxiv-databasecrewaidataset-discoveryMulti-source ML dataset discovery. Search HuggingFace Hub, OpenML, GitHub, and paper cross-references for datasets relevant to a research task.dr-clawDr. Claw skill for OpenClaw project discovery, idea intake, waiting-session triage, structured session control, event-driven notifications, and mobile…init-analysisThis skill should be used when the user asks to "run initial analysis", "analyze single-cell data", "QC my data", "run bioinformatics pipeline", "generate…langchainllamaindexnemo-curatorray-data