Auto-claude-code-research-in-sleep
github.com/wanshuiyin/Auto-claude-code-research-in-sleep
Skill | Added | Review |
|---|---|---|
novelty-check Verify 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 is novel before implementing. | 81 Impact Pending No eval scenarios have been run Securityby  Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
pixel-art Generate pixel art SVG illustrations for READMEs, docs, or slides. Use when user says "画像素图", "pixel art", "make an SVG illustration", "README hero image", or wants a cute visual. | 82 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
idea-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 to benchmark-grounded, simulation-first ideas. Use when user says "robotics idea discovery", "机器人找idea", "embodied AI idea", "机器人方向探索", "sim2real 选题", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning. | 83 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
idea-discovery Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review 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. | 94 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
paper-figure 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. | 86 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
paper-compile Compile 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 into a submission-ready PDF. | 90 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
idea-discovery Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review 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. | 77 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
feishu-notify 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. | 90 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
paper-figure 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. | 82 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
ablation-planner Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspective, CC reviews feasibility and implements. | 79 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
research-review Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results. | 85 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
novelty-check Verify 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 is novel before implementing. | 81 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
experiment-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 matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution. | 94 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 700fbe2 | |
research-pipeline Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop) → Workflow 3 (paper writing, optional). Goes from a broad research direction all the way to a polished PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle. | 92 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 700fbe2 | |
auto-paper-improvement-loop 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. | 90 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
paper-slides Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "make slides", "conference talk", "presentation slides", "生成slides", "写演讲稿", or wants beamer slides for a conference talk. | 82 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 700fbe2 | |
grant-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 (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write KAKENHI", "科研費", "基金申请", "写基金", "NSF proposal", or wants to turn research ideas into a funding application. | 79 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
paper-compile Compile 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 into a submission-ready PDF. | 89 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
paper-illustration Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Codex-supervised iterative refinement loop. Use when user says "生成图表", "画架构图", "AI绘图", "paper illustration", "generate diagram", or needs visual figures for papers. | 70 Impact Pending No eval scenarios have been run Securityby Risky Do not use without reviewing Reviewed: Version: 700fbe2 | |
experiment-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", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute. | 88 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
comm-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, 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. Search Zotero, Obsidian, and local paper folders first when available, then search IEEE Xplore, ScienceDirect, ACM Digital Library, and broader web in that order. | 84 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
grant-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 (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write KAKENHI", "科研費", "基金申请", "写基金", "NSF proposal", or wants to turn research ideas into a funding application. | 81 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 700fbe2 | |
experiment-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", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute. | 92 Impact Pending No eval scenarios have been run Securityby Risky Do not use without reviewing Reviewed: Version: 700fbe2 | |
dse-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 says "DSE", "design space exploration", "sweep parameters", "optimize", "find best config", or wants iterative parameter tuning. | 89 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
monitor-experiment Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output. | 78 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 |