ada-performance-check
Quick health check of Ada AI agent performance metrics including CSAT, AR rate, and conversation volume. Use when the user wants a quick status update, performance overview, trend analysis, or asks questions like "how is my bot doing" or "what are my metrics". Use when this capability is needed.
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skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Use when this capability is needed.
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shaping-journeys
List user canvases and shape common patterns into journey definitions. Use when consolidating user research into testable user flows. Use when this capability is needed.
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qmd
Local markdown search engine for knowledge bases, notes, and documentation. Combines BM25 full-text search, vector semantic search, and LLM re-ranking. Use when searching through markdown notes, retrieving documents, or managing knowledge collections. Use when this capability is needed.
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trading-wisdom
Core trading insights learned from Agent Arena competition. Use when making any trading decision to apply institutional knowledge. Use when this capability is needed.
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docs
Research documentation, find examples, explain APIs and libraries - Use when you need to look up official documentation, find code examples, understand library APIs, or research best practices. Use when this capability is needed.
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ai-creative-strategist
Research-powered creative strategy with visual previews. Use when you need to figure out WHAT to create before creating it. Researches competitors, captures references, generates visual direction previews, and outputs comprehensive briefs. Triggers on: creative strategy, what visuals should I create, creative brief, visual direction. Outputs briefs with actual preview images for feedback. Use when this capability is needed.
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architecture
System architecture analysis and design. Validates architecture patterns, generates dependency graphs, and evaluates module boundaries. Use when analyzing structure, checking layer compliance, or making design decisions. Use when this capability is needed.
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context-synthesis
Token-efficient context gathering and synthesis from multiple sources (memory, docs, web). Orchestrates MCP tools to build comprehensive context before analysis or interviews. Use when starting discovery, research, or analysis tasks. Use when this capability is needed.
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deep-research
Conduct comprehensive deep research on any topic using Dify-powered workflow - searches documentation, academic papers, tutorials, APIs, best practices, and returns structured analysis with insights. Use when this capability is needed.
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apply-ppf
Apply PPF (Pension Protection Fund) brand identity derived from 2024/25 publications. Use for PPF governance documents, consultation responses, board papers, and any PPF-branded outputs. Use when this capability is needed.
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docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. Use when working with professional documents (.docx files) for creating new documents, modifying content, working with tracked changes, or adding comments. Use when this capability is needed.
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slash-command-factory
Generate custom Claude Code slash commands through intelligent 5-7 question flow. Creates powerful commands for business research, content analysis, healthcare compliance, API integration, documentation automation, and workflow optimization. Outputs organized commands to generated-commands/ with validation and installation guidance. Use when this capability is needed.
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techdoc-search-and-orchestrate
【强制】所有技术文档查询必须使用本技能,禁止在主对话中直接使用 mcp__context7-mcp 工具。触发关键词:查询/学习/了解某个库或框架的文档、API用法、配置参数、错误解释、版本差异、代码示例、最佳实践。本技能通过 context7-researcher agent 执行查询,避免大量文档内容污染主对话上下文,保持 token 效率。 Use when this capability is needed.
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debugging
Comprehensive debugging specialist for errors, test failures, log analysis, Use when this capability is needed.
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lead-research-assistant
Identifies high-quality leads for your product or service by analyzing Use when this capability is needed.
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meta-cognitive-reasoning
Meta-cognitive reasoning specialist for evidence-based analysis, hypothesis Use when this capability is needed.
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performance
Comprehensive performance specialist covering analysis, optimization, Use when this capability is needed.
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url-analysis
URL validation and contextual analysis specialist. Use when validating Use when this capability is needed.
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aeroelastic-analysis
Skill for flutter, divergence, and aeroelastic response analysis Use when this capability is needed.
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process-builder
Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation. Use when this capability is needed.
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write-blog
Guided blog writing and updates: topic ideation/research, outlining, drafting, rewriting, SEO/quality improvements, and (optionally) BatDigest `data/blog.yaml` integration for new posts or refreshes. Use for "write a blog", "draft a blog post", "refresh/update an old blog post", "find a blog topic", or creating an SEO content brief. Use when this capability is needed.
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platform-market-analysis-system
Market analysis system using AI agents, streaming chat interface, and real-time data integration. Use when this capability is needed.
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q1-q2-journal-readiness-optimization
Use this skill to refine academic manuscripts to meet the structural, analytical, stylistic, and scientific standards required by Q1 and Q2 peer-reviewed journals.
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rigorous-academic-writing
Use this skill to produce, revise, and enforce high-impact academic writing that meets international journal standards for clarity, rigor, coherence, and scientific precision.
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scientific-contribution-clarification
Use this skill to explicitly articulate, structure, and defend the scientific contributions and novelty of an academic study in a clear, rigorous, and reviewer-proof manner.
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scientific-figure-and-table-curation
Use this skill to evaluate, refine, prioritize, and reorganize tables and figures in academic manuscripts to maximize scientific clarity, insight, and publication-quality presentation.
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scientific-figure-description-integrator
Use this skill to rigorously connect figures and drawings with morphological analysis by transforming visual elements into functional, taxonomically meaningful scientific evidence.
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competitor-analysis
Analyze competitor SEO/GEO: keywords, content, backlinks, AI citations, traffic share gaps. 竞品分析/竞争对手 Use when this capability is needed.
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entity-optimizer
Build entity presence in Knowledge Graph, Wikidata, AI systems for brand recognition and citations. 实体优化/知识图谱 Use when this capability is needed.
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internal-linking-optimizer
Optimize internal links: site architecture, authority distribution, orphan pages, crawl depth analysis. 内链优化/站内架构 Use when this capability is needed.
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serp-analysis
Analyze SERPs: ranking factors, features, intent patterns, AI overviews, featured snippets. SERP分析/搜索结果 Use when this capability is needed.
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create-skill
Guide for creating new skills in Kai's personal AI infrastructure. Use when user wants to create, update, or structure a new skill that extends capabilities with specialized knowledge, workflows, or tool integrations. Follows both Anthropic skill standards and PAI-specific patterns. Use when this capability is needed.
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sandboxsandbox-config-management
This skill should be used when reading or writing Sandbox.toml configuration files, cloning sandbox configurations from existing projects, merging user preferences with detected settings, validating sandbox configuration compatibility, or managing sandbox metadata and settings. Provides knowledge for Sandbox.toml structure and configuration management. Use when this capability is needed.
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task-planner
Use when working with a high-level orchestration skill that mandates a "Research-First, Plan-Second, Approve-Third" workflow, forcing the agent to investigate existing codebase utilities and present a detailed, hierarchical action list for user review before any code modifications are made.
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deep-thinking
Activates extended reasoning for complex problems. Use when asked to "think harder", "ultrathink", "think deeply", "analyze thoroughly", or when facing architecture decisions, complex debugging, system design, or trade-off analysis. Use when this capability is needed.
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generate-philosophy-doc
Generate comprehensive philosophy and standards documents for any domain (UX design, landing pages, email outbound, API design, etc.). Load when user says "create philosophy doc", "generate standards for [domain]", "build best practices guide", or "create benchmarking document". Conducts deep research, synthesizes findings, and produces structured philosophy documents with principles, frameworks, anti-patterns, checklists, case studies, and metrics. Use when this capability is needed.
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memory-systems
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge. Use when this capability is needed.
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researching-with-deepwiki
| Use when this capability is needed.
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deployment-build
Knowledge of the Vercel deployment pipeline, hybrid build scripts, and environment configuration. Use when this capability is needed.
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robotics-subject-expert
Domain knowledge for Physical AI, ROS 2, and Humanoid Robotics. Use when this capability is needed.
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learn-together
Collaborative exploration for topics where you're learning something new. Unlike question-me (which extracts YOUR knowledge), this skill researches topics WITH you — presenting options, explaining tradeoffs, and helping you make informed decisions. Use for new technologies, unfamiliar domains, or "I don't know what I don't know" situations. Use when this capability is needed.
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gemini-agentic-react
strategies for implementing the ReAct (Reason and Act) paradigm. Use this to enable Gemini to use external tools, APIs, and perform multi-step research. Use when this capability is needed.
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krammedocsto-markdown
Convert documents and files to Markdown using markitdown. Use when converting PDF, Word (.docx), PowerPoint (.pptx), Excel (.xlsx, .xls), HTML, CSV, JSON, XML, images (with EXIF/OCR), audio (with transcription), ZIP archives, YouTube URLs, or EPubs to Markdown format for LLM processing or text analysis. Use when this capability is needed.
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research-brief
>- Use when this capability is needed.
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