wanshuiyin

wanshuiyin/Auto-claude-code-research-in-sleep

Agent

ARIS reviewer agent using Anthropic Claude Sonnet 4.5 for cross-family review.

wanshuiyin/Auto-claude-code-research-in-sleep

Agent

ARIS reviewer agent using OpenAI GPT-5.4 for cross-family review.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Use when main results pass result-to-claim (claimsupported=yes or partial) and ablation studies are needed for paper submission.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/AlphaXiv URL, or provides a bare arXiv ID for quick understanding - not for broad literature search.

wanshuiyin/Auto-claude-code-research-in-sleep

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.

wanshuiyin/Auto-claude-code-research-in-sleep

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.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Autonomously improve a generated paper via GPT-5.6-Sol 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.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available. Implements fixes and re-reviews until a policy-approved positive assessment or…

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says "审查引用", "check citations"…

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Draft 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. The core skill of the patent pipeline.

wanshuiyin/Auto-claude-code-research-in-sleep

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…

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed literature retrieval.

wanshuiyin/Auto-claude-code-research-in-sleep

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.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Write detailed embodiment descriptions for patent specifications. Use when user says "撰写实施例", "write embodiment", "实施例描述", "detailed description", or wants to describe how to practice an invention.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

AI-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 results beyond academic databases (arXiv, Semantic Scholar).

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Audit experiment integrity before claiming results. Uses cross-model review (external reviewer backend) to check for fake ground truth, score normalization fraud, phantom results, and insufficient scope. Use when user says "审计实验", "check experiment integrity", "audit results", "实验诚实度", or after experiments complete…

wanshuiyin/Auto-claude-code-research-in-sleep

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.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after 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…

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need…

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Send notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Use when user says "发飞书", "notify feishu", or other skills need to send status updates.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Process user-provided patent figures and generate formal drawing descriptions. Use when user says "附图处理", "figure description", "附图说明", "drawings description", or wants to describe patent figures with reference numerals.

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says "架构图", "workflow 图", "pipeline 图", "确定性矢量图", "figure spec", "draw architecture", or needs precise, editable, publication-ready vector diagrams. Preferred over…