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 | |
idea-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 area for publishable directions. | 90 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 700fbe2 | |
run-experiment Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs. | 85 Impact Pending No eval scenarios have been run Securityby Risky Do not use without reviewing Reviewed: Version: 700fbe2 | |
mermaid-diagram Generate Mermaid diagrams from user requirements. Save .mmd and .md files to figures/ with syntax verification. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and many more diagram types. | 69 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use 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. | 81 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
formula-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 into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof. | 89 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
auto-review-loop Autonomous multi-round research review loop. Repeatedly reviews using Claude Code via claude-review 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. | 94 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
rebuttal 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. | 83 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
auto-paper-improvement-loop 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. | 83 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 Passed No known issues Reviewed: Version: 700fbe2 | |
auto-review-loop Autonomous multi-round research review loop. Repeatedly reviews using a secondary Codex agent, 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. | 85 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
mermaid-diagram Generate Mermaid diagrams from user requirements. Saves .mmd and .md files to figures/ directory with syntax verification. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types. | 73 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
auto-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". | 61 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 700fbe2 | |
rebuttal 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. | 89 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
research-refine-pipeline Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or asks to "串起来", build a pipeline, do it end-to-end, or generate both the method and experiment plan together. | 93 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 Claude review through claude-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. | 85 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
research-refine Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea. | 77 Impact Pending No eval scenarios have been run Securityby Risky Do not use without reviewing Reviewed: Version: 700fbe2 | |
semantic-scholar Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints. | 89 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
result-to-claim Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations. | 79 Impact Pending No eval scenarios have been run Securityby Passed No known issues 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. | 80 Impact Pending No eval scenarios have been run Securityby Passed No known issues 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. | 80 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 700fbe2 | |
auto-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". | 59 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 700fbe2 | |
auto-review-loop 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. | 77 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 700fbe2 | |
idea-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 area for publishable directions. | 90 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 | |
research-refine Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea. | 80 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 700fbe2 |