quality-standards
Defines code quality benchmarks, standards compliance, and best practices for maintaining high-quality codebases
performance-scaling
Cross-model performance optimization and scaling configurations for autonomous agents
pattern-learning
Enables autonomous pattern recognition, storage, and retrieval at project level with self-learning capabilities for continuous improvement
contextual-pattern-learning
Advanced contextual pattern recognition with project fingerprinting, semantic similarity analysis, and cross-domain pattern matching for enhanced learning capabilities
gui-design-principles
Comprehensive design principles and best practices for creating beautiful, functional GUI applications including dashboards, web apps, and mobile apps
ast-analyzer
Deep Abstract Syntax Tree analysis for understanding code structure, dependencies, impact analysis, and pattern detection at the structural level across multiple programming languages
autonomous-development
Comprehensive autonomous development strategies including milestone planning, incremental implementation, auto-debugging, and continuous quality assurance for full development lifecycle management
Transcendent AI Systems
Advanced knowledge and methodologies for implementing next-generation AGI capabilities with quantum computing, neural evolution, and dimensional computing
orchestrator-subsystems
Orchestrator subsystem details including automatic learning integration, performance recording, validation, interactive suggestions, gitignore management, and workspace health monitoring.
orchestrator-implementation
Detailed implementation strategies for the four-tier orchestrator agent architecture including sub-agent definitions and group coordination protocols.
cto-architecture-decision
Expert methodology for making and documenting critical architectural decisions using ADRs, trade-off analysis, migration planning, and technical debt management.
cto-technology-roadmap
Expert methodology for creating strategic technology roadmaps aligned with business goals, including multi-horizon planning, capacity planning, and OKR frameworks.
cto-risk-resilience
Expert methodology for identifying, assessing, and mitigating technical and operational risks including security, incidents, compliance, and disaster recovery.
cto-engineering-metrics
Expert methodology for defining, tracking, and interpreting engineering performance metrics including DORA, team health, productivity, and executive reporting.
data-gouv
Skill professionnel pour Claude Code permettant d'accéder, télécharger et analyser les données ouvertes françaises via data.gouv.fr. Inclut une librairie Python complète, des exemples de code, et une documentation détaillée des datasets les plus utilisés.
image-generation
Implement AI image generation capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to create images from text descriptions, generate visual content, create artwork, design assets, or build applications with AI-powered image creation. Supports multiple image sizes and returns base64 encoded images. Also includes CLI tool for quick image generation.
frontend-design
Transform UI style requirements into production-ready frontend code with systematic design tokens, accessibility compliance, and creative execution. Use when building websites, web applications, React/Vue components, dashboards, landing pages, or any web UI requiring both design consistency and aesthetic quality.
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
LLM
Implement large language model (LLM) chat completions using the z-ai-web-dev-sdk. Use this skill when the user needs to build conversational AI applications, chatbots, AI assistants, or any text generation features. Supports multi-turn conversations, system prompts, and context management.
TTS
Implement text-to-speech (TTS) capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to convert text into natural-sounding speech, create audio content, build voice-enabled applications, or generate spoken audio files. Supports multiple voices, adjustable speed, and various audio formats.
VLM
Implement vision-based AI chat capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to analyze images, describe visual content, or create applications that combine image understanding with conversational AI. Supports image URLs and base64 encoded images for multimodal interactions.
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
web-search
Implement web search capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to search the web, retrieve current information, find relevant content, or build applications with real-time web search functionality. Returns structured search results with URLs, snippets, and metadata.
ASR
Implement speech-to-text (ASR/automatic speech recognition) capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to transcribe audio files, convert speech to text, build voice input features, or process audio recordings. Supports base64 encoded audio files and returns accurate text transcriptions.
web-reader
Implement web page content extraction capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to scrape web pages, extract article content, retrieve page metadata, or build applications that process web content. Supports automatic content extraction with title, HTML, and publication time retrieval.
Video Generation
Implement AI-powered video generation capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to generate videos from text prompts or images, create video content programmatically, or build applications that produce video outputs. Supports asynchronous task management with status polling and result retrieval.
memory
Long-term memory across sessions. Always use memory_search at the start of any user request (unless the user explicitly says not to), especially for questions about the user (profile/personal info/preferences), prior constraints or decisions, and resuming ongoing work; use memory_write only when the user explicitly asks to store memory.
creating-skills
Creates high-quality Claude skills following official best practices. Use when the user asks to create a new skill, improve an existing skill, or needs guidance on skill authoring. Includes guided scoping, proper structure, naming conventions, progressive disclosure patterns, current frontmatter options, and quality validation.
codifying-tasks
Turns recurring work into reusable skills. Use when a task being done now has been done before in this project, when the user says "make this repeatable", "turn this into a skill", "we'll be doing this again", or at the natural end of a multi-step task that will clearly recur. The rule of thumb - do it once by hand, codify it the second time.
organizing-notes
Keeps a markdown knowledge base consistent - frontmatter on every note, controlled tags, links between related notes and entities. Use whenever creating or editing notes in a knowledge base, and when asked to clean up, normalize, or reorganize notes. Reads the knowledge base's conventions.md as the authority.
managing-daily-notes
Manages daily notes in a second-brain markdown knowledge base (a folder with a conventions.md or KB-declaring CLAUDE.md) - finding, creating, reading, and updating them, including task carryover with provenance. Trigger on "my daily note", "create today's daily note", "carry over my tasks", "close out the day" when working in such a knowledge base.
capturing-knowledge
Captures durable learnings into a second-brain knowledge base (a folder with a conventions.md or KB-declaring CLAUDE.md) when conditions warrant - a reusable insight, a framework crystallizing, a constraint discovered, a decision trail completed. Triggers on "save this to my notes/knowledge base", "file that under", "worth keeping", or the natural pause at the end of substantive work where a real learning emerged. Only operates when a knowledge base exists; not for process chatter, debugging logs, or tactical one-offs.
securing-claude
Hardens Claude Code permissions with safe defaults for knowledge work. Use when the user wants to protect secrets or sensitive files, control what runs without asking, set up guardrails before working with confidential material, or says "secure my setup", "lock this down", "set up permissions". Writes settings.json rules the harness enforces - stronger than any prompt instruction.
auditing-access
Read-only audit of what Claude Code can currently see and do - settings layers, permission rules and modes, connected MCP servers, hooks, additionalDirectories, installed plugins, and sensitive files not covered by deny rules. Use when the user asks "what can you access", "audit my setup", "is anything exposed", or before starting work with confidential material. Makes no changes; never echoes secret or credential values.
deep-research
Conducts comprehensive multi-source research on a topic - clarifies scope, plans research angles, spawns parallel analyst subagents to study each source in depth, and synthesizes findings into cited documentation. Use when the user wants thorough research, a literature review, a competitive scan, or says "deep research", "research this properly", "build me a research doc".
analyzing-source
Conducts in-depth analysis of a specific source or topic, producing a comprehensive, information-dense summary for research synthesis. Use when detailed analysis and documentation of an individual source is needed as part of a larger research effort. Primarily used by the research-analyst agent inside the deep-research workflow.
processing-inbox
Processes and routes files from a second-brain knowledge base's inbox folder (e.g. _inbox/) into their proper homes per the base's conventions.md. Use when asked to check, clean, process, sort, or organize the knowledge-base inbox. Categorizes by content analysis, moves what's clear, asks about what isn't, never deletes.
setting-up-knowledge-base
Initializes a plain-markdown knowledge base Claude can maintain - folder structure, a conventions file, and a CLAUDE.md so every future session knows the rules. Use when the user wants to start a second brain, notes vault, or knowledge base, or wants Claude to take over maintaining an existing folder of notes. Works with Obsidian or any markdown editor.
correcting-mistakes
Self-corrects skill and instruction files after a genuine instruction defect is confirmed. Use when Claude errors during skill execution and finds the instruction was at fault, or when the user reports a mistake AND verification confirms the instruction (not the execution) caused it. Applies succinct fixes so a real defect never repeats — without mangling correct instructions on a false alarm.
dbt
Use when building dbt models, adding tests, or designing data models. Covers dimensional modeling, model organization (staging/intermediate/marts), testing patterns, and warehouse-specific configurations.
service-design
Service design methodology for creating sustainable solutions and optimal experiences for both customers and service providers. Use when designing end-to-end service experiences, creating customer journey maps, building service blueprints, mapping service ecosystems, identifying touchpoints and pain points, designing frontstage/backstage interactions, or improving existing service delivery. Applicable to digital services, physical services, and hybrid product-service systems.
flyio
Deploy and manage applications on Fly.io platform with Docker containers and Fly Machines. Use when helping users deploy apps to Fly.io, create or modify fly.toml configuration files, set up Dockerfiles for deployment, manage Fly.io resources (databases, volumes, secrets), debug deployment issues, configure multi-region deployments, or work with Fly Launch commands (fly launch, fly deploy). Particularly relevant for Python/Node.js/Rails/Django apps, CI/CD with GitHub Actions, and global edge deployment scenarios.
strategy-frameworks
Reference for strategic frameworks and models used in product, business, and service strategy. Use when evaluating strategic alternatives, designing products or services, analyzing business models, mapping customer experiences, or conducting strategic planning. Includes frameworks for journey mapping, capability analysis, growth strategy, metrics design, opportunity prioritization, and value stream optimization.
codebase-mapping
Generate structured codebase maps with dependency graphs, file
test-generation
Generate comprehensive tests following project testing patterns.
security-scan
Scan code for OWASP vulnerabilities and security issues.
documentation
Generate and update documentation from code.
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