anyekoutouming

Generate production-quality Dify workflow DSL/YAML files with precise node schemas from Pydantic source models. Covers all 22+ node types for Dify v1.12+.

Build, edit, and diagnose Dify workflow DSL files. Use when creating workflows, modifying nodes/edges, validating structure, troubleshooting runtime failures (empty URL, invalid variables, branch deadlock, chat_http!=200), and designing robust LLM automation with error handling.

白底等线学术 PPT 生成器。适用于开题、中期、答辩等场景的 极简学术汇报幻灯片。设计原则：白底黑字、等线字体、零装饰、 左文右图双栏布局。触发词：白底/学术PPT/等线/DengXian/ 左文右图/开题风格/白底黑字/无装饰PPT/学术汇报版/答辩白底版。

Simple task management using a shared TASKS.md file. Reference this when the user asks about their tasks, wants to add/complete tasks, or needs help tracking commitments.

优先检索建筑设计网站（ArchDaily、gooood、有方/Archiposition），并输出结构化结果。适用于用户提到 archdaily、gooood、有方、建筑案例网络检索、建筑设计网站检索、案例外网补充检索等场景。

Extracts full text from book PDFs (no page limit) and generates or updates the 核心概念 (core concepts) section in book _框架.md files. Use when the user asks to extract core concepts from books, to use full book text for concept extraction, or to improve or populate the 核心概念 section in books/ framework files.

PMへの完了報告やエージェント間バトンタッチ。スムーズな引き継ぎを実現。Use when user mentions '/handoff', completion report, handoff to Cursor/OpenCode, auto-fix, or reporting to PM. Do NOT load for: casual completion statements, progress chat, informal status updates.

指导 Claude Code 接入阿里云百炼（千问）的配置与故障排查。在用户询问百炼、千问、阿里云 Claude Code、Base URL、API Key、403 invalid api-key、400 model not supported、ConnectionRefused 或 Claude Code 第三方 API 配置时使用。

自动在 YOLO 与马拉松模式间分流。先评估任务风险、复杂度、跨会话需求，再选择执行引擎；运行中支持升级/降级切换。适用于用户要求“自动分流”“智能选择模式”“按风险自动切换”。

在 Copilot 与 ClaudeCode/Qwen 之间执行低成本高稳定协同。用于任务分级、交接工单、验收复盘、周度优化。

针对 GPT-4.1 任务的长跑执行模式。用于长任务分批推进、自动存档、跨会话恢复与高质量持续执行场景。

优化 GPT-4.1 模型的执行效率、表达质量与上下文利用。用于长文本、复杂推理和任务适配增强场景。

将任务以阶段化连续执行方式推进到可验收结果，先输出方案卡供用户审核确认，确认后自动按批次执行直到完成。适用于任何项目中要求"持续执行""一口气做完""少来回确认"的场景。触发词：长跑模式、持续执行、连续推进、直接做完、分阶段交付、直到验收、一口气做完、按验收标准做完。

将 Copilot、ClaudeCode 与 Hermes/OpenClaw 的论文协作流程封装为可复用技能。用于任务分级、ClaudeCode 初提取、Copilot 审核深提取、交接工单、复盘优化与 PMO 回写。

高速执行模式。用于用户明确要求“直接做完”“少确认”“YOLO”时，按低风险自动执行、高风险二次确认的规则快速推进任务。触发词：yolo、YOLO模式、直接跑、直接做完、别停、少确认、快速执行。

Create Cursor rules for persistent AI guidance. Use when you want to create a rule, add coding standards, set up project conventions, configure file-specific patterns, create RULE.md files, or asks about .cursor/rules/ or AGENTS.md.

Guides users through creating effective Agent Skills for Cursor. Use when you want to create, write, or author a new skill, or asks about skill structure, best practices, or SKILL.md format.

Create custom subagents for specialized AI tasks. Use when you want to create a new type of subagent, set up task-specific agents, configure code reviewers, debuggers, or domain-specific assistants with custom prompts.

Guides writing of work daily reports (日报) with concise, value-focused tone and clear structure. Use when the user asks for 今日日报、写日报、工作日报、每日总结、日报, or when generating or polishing a daily work summary.

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.

Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session ending, (5) user says 'save state', 'create handoff', 'I need to pause', 'context is getting full', (6) resuming work with 'load handoff', 'resume from', 'continue where we left off'. Proactively suggests handoffs after substantial work (multiple file edits, complex debugging, architecture decisions). Solves long-running agent context exhaustion by enabling fresh agents to continue with zero ambiguity.

专业的 Dify 工作流 DSL/YML 文件生成器，根据用户业务需求自动生成完整的 Dify 工作流配置文件，支持各种节点类型和复杂工作流逻辑

Thoroughly checks and fixes variable reference issues in Dify workflow YAML files. Ensures every {{#conversation.XXX#}} used in prompts is declared in workflow.conversation_variables. Use when auditing Dify YAML, fixing "invalid variable" or "未设置键值" errors, or when the user asks to check variable problems, 检查变量问题, 会话变量, 无效变量, or Dify 变量.

Guides structured output for 选题清单、发布与素材、数据复盘、选题依据、系列与反哺. Use when the user asks for 小红书选题、选题清单、发布与素材、数据复盘、系列与反哺, or when doing phase-three 媒体发布 documentation (topic list, publish log, recap, iteration).

Patterns for thesis writing, dissertations, research papers, literature reviews, and scholarly work.

Hardens Hermes and OpenClaw pullback on Windows with non-interactive SSH or SCP, graceful REMOTE_MISSING or REMOTE_EMPTY handling, retry-safe validation, and PMO writeback. Use when stabilizing Hermes, OpenClaw pullback, run_id recovery, scp timeout, or long-run remote automation robustness.

乔布斯发布会 PPT 风格 Skill。从苹果历届 Keynote 逆向提炼的设计原则与 python-pptx 代码模板。 适用于需要高冲击力、极简视觉表达的汇报或答辩场景。 触发词：Jobs 风格 / 乔布斯风格 / 发布会风格 / 极简暗色 / Keynote 风格 / 高对比度深色 PPT / 每页一个概念 / 大字版 PPT。

Build and maintain AI-accessible knowledge bases for projects. Use when the user says "build knowledge base", "create knowledge base", "organize knowledge", "structure knowledge", or wants to audit/improve docs, book frameworks, or indexes in this repo.

Convert 'Applied intelligently' Cursor rules (.cursor/rules/*.mdc) and slash commands (.cursor/commands/*.md) to Agent Skills format (.cursor/skills/). Use when you want to migrate rules or commands to skills, convert .mdc rules to SKILL.md format, or consolidate commands into the skills directory.

将网络检索与资源复用封装为可执行流程。适用于用户提到 网络检索、相似资源、避免重复造轮子、资源复用、对标项目、benchmark、方案迁移、复用评估 等场景。

夜间无人值守马拉松执行模式。让 Claude Code 持续工作 6-8 小时，自动循环执行任务列表，重要文件写入前自动备份，全程无需人工干预。 触发词：夜间/overnight/持续执行/自动执行/马拉松模式/8小时/长时间执行/无人值守/夜跑模式/连续执行/全自动执行/keep running

Create handoff document for transferring work to another session

Resume work from handoff document with context analysis and validation

Presentation toolkit (.pptx). Create/edit slides, layouts, content, speaker notes, comments, for programmatic presentation creation and modification.

通用项目管理与文件管理技能。提供PMO机制、任务跟踪、文件组织、归档清理、备份恢复等功能。适用于任何需要系统化管理的项目。当用户需要建立项目管理体系、整理文件结构、执行归档清理、任务管理、协作交接时使用。

Fixes VS Code Python environment issues in new workspaces by locating or creating a .venv, wiring the interpreter in workspace settings, enabling terminal activation, and verifying the result. Use when the user says Python is stuck, Select Interpreter keeps popping up, the terminal won’t activate the environment, or imports fail in a new workspace.

最大化 Qwen 模型在 Claude Code 中的成本优势与执行效率。通过并行派发、批量处理、Token 优化等策略，实现 3-5 倍成本优化。触发：Qwen 优化、成本优化、并行任务、批量处理、Token 优化、加速执行。

Packages the workspace PDF-to-TXT and OCR workflow into a reusable thesis skill. Use when converting PDF literature to TXT mirrors, checking text-layer quality, generating OCR candidate boards, improving PDF-TXT coverage, or handling scanned PDFs in references and external libraries.

Guides academic supplement and deep research for selected topics. Use when the user asks for 学术补充、深度研究、查论文、文献综述、选题定向、本地资料梳理、聚类与缺口解读、研究摘要、选题依据, or when doing phase-two 深入研究.