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Guide users through obtaining and configuring a Vapi API key. Use when the user needs to set up Vapi, when API calls fail due to missing keys, or when the user mentions needing access to Vapi's voice AI platform.
Perform deep, expert-level codebase and architecture audits to identify technical strengths, weaknesses, risks, and opportunities. Use when a user asks for an assessment of a codebase's structure, quality, or readiness for scale. Deliver detailed, ac...
Use when performing classic image manipulation - resize, crop, composite, format conversion, watermarks, adjustments. Pillow-based utilities for deterministic pixel-level operations. Use alongside AI image generation (like Bria) for post-processing,...
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery...
Structured planning, ideation, and decision-making for software projects. Trigger: When planning features, evaluating alternatives, or making architectural decisions.
Automate Qualaroo tasks via Rube MCP (Composio). Always search tools first for current schemas.
This skill should be used when the user asks to "create a new agent", "make a subagent", "build an agent for X", "generate agent configuration", or wants to create a new Claude Code sub-agent. Triggers on "agent-creator", "new agent", "subagent", or...
Expert in designing, orchestrating, and managing multi-agent systems (MAS). Specializes in agent collaboration patterns, hierarchical structures, and swarm intelligence. Use when building agent teams, designing agent communication, or orchestrating a...
Generate conventional commit messages with strict formatting rules
Search and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semantic search, and hybrid search with LLM re-ranking. Use for querying indexed notes, documentation, meeting transcripts, and any mark...
Use SAP-RPT-1-OSS open source tabular foundation model for predictive analytics on SAP business data. Handles classification and regression tasks including customer churn prediction, delivery delay forecasting, payment default risk, demand planning,...
ALWAYS use when: creating/editing marimo notebooks, working with any .py file containing @app.cell decorators, building reactive Python notebooks, doing exploratory data analysis in notebook form, converting Jupyter (.ipynb) to marimo, or when user m...
Documentation harvesting agent for crawling and extracting content from documentation websites. Use for crawling documentation sites and extracting all pages about a subject, building offline knowledge bases from online docs, harvesting API reference...
Create and manage custom slash commands in Claude Code. Use when: (1) User wants to create a new slash command, (2) User asks about /commands or custom commands, (3) User wants to automate frequently used prompts, (4) User says 'create global command...
Create and configure LangChain agents using create_agent, including tool selection, agent loops, stopping conditions, and middleware integration for Python.
Design and implement distinctive, production-ready frontend interfaces with strong aesthetic direction. Use when asked to create or restyle web pages, components, or applications (HTML/CSS/JS, React, Vue, etc.).
Scaffold a new Next.js application with App Router, TypeScript, and modern defaults. Covers project creation, directory structure, routing setup, and initial configuration. Use when starting a new web application project, creating a React-based front...
Manage R package dependencies using renv for reproducible environments. Covers initialization, snapshot/restore workflow, troubleshooting common issues, and CI/CD integration. Use when initializing dependency management for a new R project, adding or...
Create a Dockerfile for R projects using rocker base images. Covers system dependency installation, R package installation, renv integration, and optimized layer ordering for fast rebuilds. Use when containerizing an R application or analysis, creati...
Add Rcpp or RcppArmadillo integration to an R package for high-performance C++ code. Covers setup, writing C++ functions, RcppExports generation, testing compiled code, and debugging. Use when an R function is too slow and profiling confirms a bottle...
Diagnose and fix MCP server connection issues between Claude Code, Claude Desktop, and MCP servers. Covers Windows argument parsing, authentication failures, transport issues, and platform-specific debugging. Use when Claude Code or Claude Desktop fa...
Destruction and dissolution — controlled dismantling of stale patterns, context purging, assumption clearing, and dead-code elimination. Maps Shiva's transformative destruction to AI reasoning: identifying what must end so something better can begin,...
Review web design for layout quality, typography, colour usage, spacing, responsive behaviour, brand consistency, and visual hierarchy. Covers design principles evaluation and improvement recommendations. Use when reviewing a design mockup before dev...
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