# ARIS skill catalog — single source of truth for selective install. # Consumed by: install_aris.sh / install_aris_codex.sh / install_aris_copilot.sh / # install_aris.ps1 / smart_update*.sh|ps1 / tools/skill_picker.py / # tests/test_skill_groups.py # # Record types (tab-separated): # group # skill # # = skills the entry actually exercises in a DEFAULT run: # (a) unconditional pipeline phases ("Invoke /x" with no gate); # (b) default-on invocations — blocking (submission-assurance mandatory # audits) or documented-silent-skip (auto-render, W&B health checks): # a silent skip is silent feature loss, so it still belongs here; # (c) hard artifact prerequisites the skill errors out demanding # (wiki-enrich -> "run /research-wiki init first", meta-apply -> # "run /meta-optimize first"). # NOT requires: opt-in flags/branches, "use X instead" alternatives, # input-producers and downstream consumers, comparisons, doc links. # "-" = none. Every edge was verified against the SKILL.md invocation site # (#366 review pass); tests/test_skill_groups.py guards each edge textually. # = one concise line shown in the interactive picker / # --list-groups. Every skills//SKILL.md must appear exactly once; # tests/test_skill_groups.py enforces catalog completeness. group lit-search 文献检索 arXiv/OpenAlex/Semantic Scholar 等文献搜索、抓取与阅读 group ideation 选题与方向 找 idea、查新、方向打磨、research wiki 与总编排 pipeline group review-loop 自动评审闭环 跨模型自动 review 循环与对抗性评审 group theory 公式与证明 公式推导、证明撰写与证明审查 group experiments 实验与算力 实验计划/执行/监控/分析与 GPU 集群、无服务器算力 group paper-core 论文写作主线 从大纲到 PDF 的写作、编译、数字/引用/诚信审计 group paper-visuals 配图与展示 插图、示意图、海报、幻灯片与演讲 group submission 投稿与基金 返修 rebuttal、重投 pipeline、基金申请书 group patent 专利 发明构建、权利要求、实施例到各国格式的专利流水线 group meta-utils 元工具与杂项 skill 语料自优化、通知、面试准备等 skill arxiv lit-search - arXiv 搜索/下载/入库 skill alphaxiv lit-search - 单篇论文快速解读(AlphaXiv 摘要) skill deepxiv lit-search - DeepXiv 渐进式论文阅读 skill semantic-scholar lit-search - 正式发表论文检索(引用数/venue) skill openalex lit-search - OpenAlex 引用图谱与机构元数据 skill exa-search lit-search - Exa AI 网页搜索+内容抽取 skill web-debug-search lit-search - 多来源调试检索（GitHub/Stack Exchange/中文社区/General Web）与版本兼容性 skill gemini-search lit-search - Gemini 驱动的文献发现 skill research-lit lit-search - 文献综述与相关工作分析 skill comm-lit-review lit-search - 通信领域专用文献综述 skill idea-creator ideation - 给定方向生成并排序研究 idea skill idea-discovery ideation idea-creator,novelty-check,research-lit,research-review,research-refine-pipeline,research-refine,render-html W1:从方向到验证过的 idea 全流程 skill idea-discovery-robot ideation idea-creator,novelty-check,research-lit,research-review W1 机器人/具身智能特化版 skill novelty-check ideation - idea 查新(有没有人做过) skill research-refine ideation - 粗糙方向打磨成聚焦提案 skill research-refine-pipeline ideation research-refine,experiment-plan refine+实验计划一条龙 skill research-wiki ideation - 跨生命周期研究知识库 skill wiki-enrich ideation research-wiki 补全 wiki 论文页 TODO skill research-pipeline ideation idea-discovery,experiment-bridge,auto-review-loop,render-html 端到端总 pipeline:找 idea→实验→论文 skill research-review review-loop - 研究方案/结果批判性评审 skill auto-review-loop review-loop result-to-claim,training-check,render-html 外部模型多轮 review→修复循环 skill auto-review-loop-llm review-loop - 用任意 OpenAI 兼容 API 做 review skill auto-review-loop-minimax review-loop - 用 MiniMax API 做 review skill kill-argument review-loop render-html 对抗性双线程评审(最强拒稿论证) skill formula-derivation theory - 公式推导与理论线组织 skill proof-writer theory - 撰写严格数学证明 skill proof-checker theory render-html 证明缺口审查与修复 skill proof-orchestrator theory - 本地优先的证明编排、人工 GPT Pro 交接与显式 DeepSeek 复审 skill experiment-plan experiments - claim 驱动的实验路线图 skill experiment-bridge experiments run-experiment,experiment-queue,monitor-experiment,training-check,ablation-planner W1.5:从实验计划到跑通初步结果 skill research-implement-feature experiments - 从"给我实现 X"直接开建：先跑通脊柱再逐级加功能，全程申报假设 skill experiment-queue experiments - SSH 批量实验队列(OOM 重试) skill run-experiment experiments - 部署运行实验(本地/远程/云 GPU) skill monitor-experiment experiments - 监控实验进度收集结果 skill analyze-results experiments - 结果统计分析与对比表 skill training-check experiments - 训练健康度检查 skill system-profile experiments - GPU 环境画像(跨机器复用) skill dse-loop experiments - 设计空间探索自动调参循环 skill qzcli experiments - 启智平台 qzcli 作业管理 skill vast-gpu experiments - Vast.ai 租卡跑实验 skill serverless-modal experiments - Modal 无服务器 GPU skill experiment-audit experiments - 实验诚实度审计(防假结果) skill result-to-claim experiments - 结果能支撑什么 claim 的裁决 skill ablation-planner experiments - 消融实验规划 skill paper-writing paper-core paper-plan,paper-write,paper-compile,paper-figure,figure-spec,proof-checker,paper-claim-audit,citation-audit,auto-paper-improvement-loop,integrity-forensics,kill-argument W3:从报告到投稿级 PDF 全流程 skill paper-plan paper-core - 论文大纲生成 skill paper-write paper-core - 按大纲逐节写 LaTeX skill paper-compile paper-core - LaTeX 编译修错出 PDF skill paper-figure paper-core - 从实验结果出论文图表 skill citation-audit paper-core render-html 引用真实性/正确性核查 skill paper-claim-audit paper-core render-html 论文数字与原始结果核对 skill integrity-forensics paper-core - 投稿前诚信取证扫描 skill auto-paper-improvement-loop paper-core proof-checker,paper-claim-audit,kill-argument 论文 review→润色→重编译循环 skill writing-systems-papers paper-core - 系统方向论文写作要领 skill specification-writing paper-core embodiment-description,figure-description 技术规格文档撰写 skill overleaf-sync paper-core - 本地↔Overleaf 双向同步 skill render-html paper-core - MD/JSON 工件渲染成 HTML 报告 skill paper-illustration paper-visuals - AI 生成论文插图(Gemini) skill paper-illustration-image2 paper-visuals - AI 插图备选(Codex 原生画图) skill figure-spec paper-visuals - 确定性矢量架构/流程图(SVG) skill mermaid-diagram paper-visuals - Mermaid 流程/时序/类图 skill pixel-art paper-visuals - 像素画生成 skill paper-poster paper-visuals paper-poster-html (已弃用)重定向到 poster-html skill paper-poster-html paper-visuals - 学术海报生成(HTML 版) skill paper-slides paper-visuals - 会议幻灯(beamer→PDF+PPTX) skill paper-talk paper-visuals paper-slides,slides-polish 演讲稿+幻灯一体 skill slides-polish paper-visuals - 幻灯片打磨 skill rebuttal submission render-html W4:审稿意见解析与安全回复 skill resubmit-pipeline submission auto-paper-improvement-loop,proof-checker,paper-claim-audit,citation-audit,kill-argument,paper-compile,integrity-forensics 被拒后重投全流程 skill grant-proposal submission research-lit,novelty-check,research-review 基金申请书(NSFC/NSF/科研費等) skill patent-pipeline patent prior-art-search,patent-novelty-check,invention-structuring,claims-drafting,specification-writing,patent-review,jurisdiction-format 专利撰写全流程 skill invention-structuring patent - 粗 idea 结构化成发明披露 skill claims-drafting patent - 撰写权利要求书 skill embodiment-description patent - 实施例详细描述 skill figure-description patent - 专利附图说明 skill jurisdiction-format patent - CN/US/EP 申请格式编译 skill patent-review patent - 专利申请质量审查 skill prior-art-search patent - 现有技术检索 skill patent-novelty-check patent - 专利新颖性核查 skill meta-optimize meta-utils - skill 语料自优化提案 skill meta-apply meta-utils meta-optimize 落地已批准的语料补丁 skill feishu-notify meta-utils - 飞书通知 skill interview-cheatsheet meta-utils - ML/LLM 面试速查手册生成