lazyagi

@lazyagi source repo

21 skills
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Lazyllm Skill · lazyagi bundle
LazyLLM framework for building multi-agent AI applications. Use when task mentioned LazyLLM or AI program for: (1) Flow orchestration - linear, branching, parallel, loop workflows for complex data pipelines, (2) Model fine-tuning and acceleration - finetuning LLMs with LLaMA-Factory/Alpaca-LoRA/Collie and acceleration with vLLM/LMDeploy/LightLLM. Includes comprehensive code examples for all components, (3) RAG systems - knowledge-based QA with document retrieval, vectorization, and generation, (4) Agent development - single/multi-agent systems with tools, memory, planning, and web interfaces.

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Coding · lazyagi bundle
High-Quality Code Development Skill

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Lazyllm Review · lazyagi bundle
Run AI code review using the LazyLLM review CLI tool (lazyllm review / lazyllm review-local). Use when the user mentions: review, code review, review-local, review PR, fix review issues, post review to GitHub, lazyllm review, PR review, review 代码, 代码 review, review 问题, 修复 review, fix review comments, fix bug from review, 修复 review 评论, 处理 PR review 意见, 根据 review 修 bug, 回复 review 评论。 Covers installation, model/API-key config, local review JSON processing, GitHub auth, posting review comments to PRs, and fixing bugs from PR review comments.

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Xiaohongshu Copywriter · lazyagi bundle
小红书爆款种草文案生成器。一键生成高点击率、高收藏率的小红书种草笔记，自带10套爆款标题公式、六段式正文结构、emoji排版、话题标签推荐和发布策略，适用于美妆、护肤、穿搭、美食、家居、数码、母婴等品类。当用户需要撰写小红书种草笔记、产品推广文案、小红书营销内容、种草推荐文时触发此技能。

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Systematic Document And Literature Review · lazyagi
Use this skill when the user wants a systematic review, thematic synthesis, or cross-document analysis across multiple academic papers OR provided general documents (reports, internal memos, web articles). Retrieves sources via arXiv, internal Knowledge Base (KB), or direct URLs. Analyzes the content within the current context and outputs a fully structured synthesis report directly in the chat.

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Interview Simulator · lazyagi
Simulate role-specific mock interviews, score each answer, and provide concrete feedback and model responses for interview preparation.

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Humanizer · lazyagi bundle
识别并去除中文或英文文本中的 AI 写作腔、机器感和模板化生成痕迹。适用于用户希望减少文本中的 AI 痕迹、ChatGPT 或机器人腔，使其更像人类自然表达，或审查文本中的 AI 写作模式；可覆盖“去 AI 味”“humanize”“remove the AI tone”“make it sound less AI-written”等相关或语义相近的表述。不要仅因用户要求普通润色、改写、校对、翻译、缩写、扩写、口语化、语气调整或“更自然”而使用。

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Workflow Agent Kit · lazyagi bundle
Discover, inspect, convert, create, edit, validate, publish, start, advance, stop, resume, and recover public Workflows; connect to a LazyMind deployment to modify an existing database-backed Workflow through its authoring interface; manage durable Workflow Input Resources and versioned output Artifacts. Use whenever an Agent needs Workflow discovery, existing-Workflow inspection or revision, Skill-to-Workflow conversion, Workflow execution, step decisions, or Input Resource/Artifact inspection and revision.

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Paper Search · lazyagi bundle
Primary skill for searching, retrieving, and reading academic papers from arXiv.

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Deep Research · lazyagi
Use only when the user explicitly requests comprehensive multi-source research, such as "research X", "deep dive into X", "comprehensive review of X", "systematic comparison between X and Y", "investigate the landscape of X", or Chinese equivalents like "调研一下X", "深入研究X", "全面对比X与Y", "X的详细综述", "深度调查X". Do NOT trigger for simple questions, how-to guidance, ordinary recommendations, or content creation merely because research could improve the answer. Follow the source priorities supplied by the system and the user.

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UI Secure Review · lazyagi
Review frontend and UI changes for concrete security risks such as XSS, unsafe URL handling, token leakage, missing origin checks, and client-side authorization gaps. Use when users ask for a UI code review focused on safety and reliability.

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Image Prompt Craft · lazyagi bundle
将简短、模糊或互相冲突的视觉需求重写为可直接用于文生图、参考图生成、图片编辑或 PPT 纯底图的高质量提示词。用户要求优化生图 Prompt、统一一组图片风格、生成演示文稿背景，或在实际生图前需要补全构图、材质、光线、色板、文字安全区与保留项时使用；不代替图片模型，也不把普通问答强行改成生图任务。

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Sciverse Paper Search · lazyagi
Use this skill for scientific literature search, evidence retrieval, paper metadata screening, and cited research synthesis with Sciverse. This LazyLLM-adapted version supports SciverseSearch search, meta_search, meta_catalog, and get_content only; it does not assume full Sciverse MCP resource or attachment APIs are available.

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Single Document Review · lazyagi
Use this skill when the user requests to review, analyze, critique, or summarize a SINGLE academic paper, general document, internal report, proposal, or web article. Supports comprehensive structured reviews covering methodology/logic assessment, strengths, weaknesses, and constructive feedback. Retrieves content using native tools (`url_fetch`, `kb_search`, `arxiv_search`) and outputs the analysis directly in the chat.

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UI Safe Form Patterns · lazyagi
Implement or refactor UI forms with defense-in-depth validation, safe input handling, reliable submission behavior, and privacy-aware error handling. Use when building login, registration, profile, payment, admin, or file-upload forms.

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Novel Generator · lazyagi bundle
作为一个完整的中文网络小说与爽文连载专家，把一句话灵感扩展为创作设定、全局大纲、分卷节奏和连续章节，并通过 LazyMind 对话工作区维护角色、地点、时间线、伏笔和世界规则的一致性。用于用户要求写小说、续写章节、生成网文或爽文、设计修仙/玄幻/都市/重生/系统流/末世/网游故事、扩展创意、制作大纲、检查剧情穿帮、修订章节或继续长期连载时；短篇一次性创作可直接回答，长篇项目必须建立并更新结构化创作记忆。

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Vocabulary Learning · lazyagi bundle
Query the user's LazyMind vocabulary and wordbooks, or run interactive vocabulary review sessions and record results. Use this Skill when the user asks to review, start a quiz, be tested, see words due today or not yet learned, or answers questions in an active vocabulary review.

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Market Researcher · lazyagi bundle
面向行业研究、竞争格局、公司横向比较、可比估值和候选筛选的单一专家 Skill。在 LazyMind 中显式选择或提及 market-researcher 时必须先调用 get_skill(name="market-researcher")，再严格按任务路由只读取必要 Reference；不得因任务简单而跳过 Skill，也不得用通用英文兜底替代研究结果。需要最新资料时使用当前会话真实可用的通用网页搜索并核验直接来源；工具不足时如实交付阶段性结果，不模拟联网、行情或结构化金融数据。

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Create Workflow · lazyagi
Create Workflow Skill

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UI Resilient Accessibility · lazyagi
Build and review UI components for robust accessibility and runtime resilience, including semantic structure, keyboard support, loading and error states, retry flows, and predictable async behavior.

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Structured Longform Writing · lazyagi bundle
Use for structured long-form writing, including blogs, reports, proposals, plans, PRDs, competitive analyses, research summaries, technical design docs, internal briefings, and decision documents. Trigger when the user asks to write, draft, expand, organize, polish into, or turn rough notes, attachments, webpages, knowledge-base results, or gathered materials into a complete long-form document. Do not use for simple rewriting, one-paragraph summaries, title brainstorming, short messages, translation-only tasks, or purely creative fiction. 来源：千问办公，经 LazyMind 适配。

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21 published skills