OpenLAIR

OpenLAIR/dr-claw

Hook Claude Code

Runs when a session starts, executing insight-session-start.sh. From OpenLAIR/dr-claw.

OpenLAIR/dr-claw

Settings file Claude Code

Agent settings declaring 1 hook event (SessionStart).

OpenLAIR/dr-claw

Instructions file CodexOpenCode

AGENTS.md instructions for OpenLAIR/dr-claw, covering dr. claw repository guidance, repository map, skill-library routing, durable constraints and validation.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Dr. Claw workspace skill for project lookup, session inspection, TaskMaster progress, OpenClaw structured schema, and event-driven reporting.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Dr. Claw skill for OpenClaw project discovery, idea intake, waiting-session triage, structured session control, event-driven notifications, and mobile reporting through the local drclaw CLI.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Route research, ML engineering, experiment, paper, literature, data, model training, evaluation, deployment, and scientific communication tasks to the best matching skill in the 170+ skill Dr. Claw library. Use when a task may benefit from Dr. Claw expertise, when no specific skill was named, or when a large installed…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building complex multi-step AI automation systems.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows requiring sequential/hierarchical execution. Built without LangChain dependencies…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for building chatbots, question-answering systems, autonomous agents, or RAG…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices, query engines, agents, and multi-modal support. Use for document Q&A, chatbots, knowledge retrieval, or building RAG pipelines. Best for data-centric LLM…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Use when main results pass result-to-claim (claimsupported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspective, CC reviews feasibility and implements.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants to find and save papers from arXiv to the local paper library.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Autonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Mandatory pre-flight compute resource check before running experiments. Detects whether local/remote GPU or compute resources are actually available. If resources are unavailable, STOPS the experiment pipeline immediately and reports to the user — preventing the model from hallucinating fake experiment results. Use…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use when user says "DSE", "design space exploration", "sweep parameters", "optimize", "find best config", or wants iterative parameter tuning.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENTPLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实验", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after aris-research-refine, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Send notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Supports push-only (webhook) and interactive (bidirectional) modes. Use when user says "发飞书", "notify feishu", or other skills need to send status updates.

OpenLAIR/dr-claw

Skill Claude CodeCodex

Structures 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 derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be…

OpenLAIR/dr-claw

Skill Claude CodeCodex

Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write…