Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex-claude-review/paper-plan/SKILL.md
Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/comm-lit-review/SKILL.md
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 communication-system research and the user wants papers, related work, a survey, or a landscape summary.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/deepxiv/SKILL.md
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.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/exa-search/SKILL.md
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).
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/figure-spec/SKILL.md
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 AI illustration for formal architecture/workflow figures.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex-gemini-review/auto-paper-improvement-loop/SKILL.md
Autonomously improve a generated paper via Gemini review through gemini-review MCP → 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.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex-gemini-review/paper-figure/SKILL.md
Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex-gemini-review/paper-plan/SKILL.md
Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/idea-discovery/SKILL.md
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 wants the complete idea exploration workflow.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/integrity-forensics/SKILL.md
Run the Anti-Autoresearch integrity-forensics DETERMINISTIC slice (numeric core + rules-only reporter) against a paper via a SHA-pinned thin launcher, then convert the verdict into a typed policy gate (BLOCK/WARN/NO_NEW_BLOCKER) and an append-only obligations ledger. Codex-native limitation: upstream ships no Codex-native auditor pack, so the full nine-dimension semantic sweep requires a Claude Code session — this pack runs the honestly-scoped deterministic-only mode (it can flag, it can never say CLEAN). Use when user says \"integrity forensics\", \"forensic audit this paper\", \"投稿前自查诚信\".
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/kill-argument/SKILL.md
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 critical issues. Use when user says \"kill argument\", \"adversarial review\", \"hostile review\", \"rebuttal preparation\", \"reviewer-2 simulation\", or before submitting a theory paper that has already passed standard review rounds.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/openalex/SKILL.md
Search academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information. Use when user says "openalex search", "search openalex", "open citation graph", or wants comprehensive academic metadata beyond arXiv/Semantic Scholar.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/paper-figure/SKILL.md
Generate publication-quality figures and tables from experiment results. Use when user says \\\"\u753b\u56fe\\\", \\\"\u4f5c\u56fe\\\", \\\"generate figures\\\", \\\"paper figures\\\", or needs plots for a paper.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/paper-illustration-image2/SKILL.md
Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation. This is a separate experimental alternative to `paper-illustration`, intended for Claude Code users who want a GPT-image-style renderer without modifying the original skill.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/paper-plan/SKILL.md
Generate a structured paper outline from review conclusions and experiment results. Use when user says \\\"\u5199\u5927\u7eb2\\\", \\\"paper outline\\\", \\\"plan the paper\\\", \\\"\u8bba\u6587\u89c4\u5212\\\", or wants to create a paper plan before writing.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/paper-poster/SKILL.md
DEPRECATED — superseded by /paper-poster-html. Kept only as a redirect for muscle memory; do not use for new posters.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/paper-talk/SKILL.md
End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report. Default-good for academic conference talks (NeurIPS / ICML / ICLR / VALSE / 投稿 talks). Trigger phrases: \"做 talk\", \"做 PPT 全流程\", \"talk pipeline\", \"end-to-end slides\", \"做演讲\", \"conference talk full workflow\". Use when the user wants the complete talk artifact, not just a slide deck.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/patent-pipeline/SKILL.md
Full patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO). Supports invention patents and utility models. Use when user says \"写专利\", \"patent pipeline\", \"专利申请\", \"draft patent\", \"写权利要求书\", or wants to draft a complete patent application.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/proof-checker/SKILL.md
Rigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via fresh-agent Codex GPT-6-Astra ultra review, fixes each gap with full derivations, re-reviews, and generates an audit report. Base review is same-family provisional. Use when user says "检查证明", "verify proof", "proof check", "审证明", "check this proof", or wants rigorous mathematical verification of a theory paper.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/rebuttal/SKILL.md
Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says \"rebuttal\", \"reply to reviewers\", \"ICML rebuttal\", \"OpenReview response\", or wants to answer external reviews safely.
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
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