@wanshuiyin
wanshuiyin
- Skills
- 40
- GitHub stars
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- Installs
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Top skills by wanshuiyin
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyincitation-crosscheck
Double-blind bibliographic cross-check: one agent extracts each cited entry verbatim from the local .bib, a second independently re-fetches the same paper's record from the web while blind…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinexperiment-queue
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"…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinfigure-spec
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"…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinlean-formalize
Develop and verify a mathematical proof in Lean, continue an incomplete Lean project, or audit whether it proves the original statement. Connect actual inputs to intermediate lemmas…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinalphaxiv
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinarxiv
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinauto-paper-improvement-loop
Autonomously improve a generated paper via GPT-6-Astra 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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinauto-review-loop
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinauto-review-loop-llm
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
wanshuiyinauto-review-loop-minimax
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyincitation-audit
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinclaims-drafting
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
wanshuiyincomm-lit-review
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyindeepxiv
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyindse-loop
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinembodiment-description
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinexa-search
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinexperiment-audit
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinexperiment-bridge
Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实验"…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinexperiment-plan
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinfeishu-notify
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinfirecrawl-search
Web search and page scraping via Firecrawl, returning full-page markdown. Use when user says "firecrawl search", "firecrawl scrape" or "/firecrawl-search".
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinformula-derivation
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyingemini-search
Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyingrant-proposal
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinidea-creator
Generate 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 wants to explore a research…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinidea-discovery
Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinidea-discovery-robot
Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinintegrity-forensics
Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyininterview-cheatsheet
Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 /…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyininvention-structuring
Structure a raw invention idea into a formal invention disclosure. Use when user says "构建发明", "structure invention", "发明构建", "invention disclosure", or wants to formalize a rough idea into…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinjurisdiction-format
Compile patent application into jurisdiction-specific filing format. Use when user says "格式转换", "jurisdiction format", "国家格式", "compile patent", or wants formatted patent documents for…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinkeenable-search
Keyless web search and page fetch via Keenable. Use when user says "keenable search", "web search without an API key", "fetch this page as markdown", or needs broad web results beyond…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinkill-argument
Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinmermaid-diagram
Generate Mermaid diagrams from user requirements. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types.
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinmeta-apply
Privileged applier that LANDS meta-optimize / corpus-audit patches the user approved — the ONLY skill permitted to mutate the skill corpus from a self-modification proposal, with…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinmeta-optimize
Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026)…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinablation-planner
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinfigure-description
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…
wanshuiyin
Auto Claude Code Research In Sleep
wanshuiyinanalyze-results
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data.