No description provided.

Use when you've developed a broadly useful skill and want to contribute it upstream via pull request - guides process of branching, committing, pushing, and creating PR to contribute skills back to upstream repository

Professional technical writing and documentation skill for creating and maintaining comprehensive, accurate, and user-friendly documentation for codebases, APIs, deployment processes, and end-user guides.

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

Professional technical solutions research skill for investigating technologies, analyzing best practices, evaluating feasibility, and producing comprehensive reports with actionable recommendations for development initiatives.

Reusable logic for categorizing files as Command, Agent, Skill, or Documentation based on structure and content analysis

Reusable logic for updating repository documentation (README, indices, tables) with new content while preserving formatting and structure

Professional DevOps engineering skill for creating CI/CD pipelines, implementing infrastructure as code, managing environments, and establishing monitoring and observability across all deployment stages.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

Professional software implementation skill for building features, components, and systems through multi-phase TDD development and incremental delivery.

Professional software architecture skill for analyzing existing codebases, designing new systems, creating comprehensive planning documents, and guiding technical decision-making through structured architectural workflows.

No description provided.

Market news briefings with AI summaries and price alerts. Aggregates headlines from US/Europe/Japan markets. Use when: 'stock news', 'market updates', 'morning briefing', 'evening market wrap', 'financial headlines', 'price alerts', 'what happened in the market'. Supports WhatsApp delivery and English/German output. NOT for fundamental analysis or scoring (use equity-research). NOT for raw financial data queries (use openbb).

Lightweight bookkeeping and expense tracking for startups and small businesses. Use whenever the user tracks expenses, logs income, records invoices, manages payables/receivables, categorizes transactions, views spending, or wants a financial dashboard. Also trigger for: bills, receipts, cash flow, budget tracking, P&L reports, vendor payments, client invoices, recurring subscriptions, multi-currency transactions, receipt/invoice image uploads, or bank CSV imports. Trigger for casual mentions like "I paid for X", "log this expense", "what do I owe", "show my spending", "generate my P&L", "any overdue invoices?", or "I pay $29/month for Notion". Do NOT trigger for tax filing, depreciation, payroll processing, or audit preparation.

Create SVG graphics through programmatic code generation. Use this skill when the user asks to create icons, logos, illustrations, diagrams, data visualizations, generative art, patterns, fractals, or any vector graphics. Provides executable Python scripts for grids, radial patterns, fractals, waves, particles, charts, icons, and optimization.

Set up and run Ralph Wiggum loop - autonomous AI coding with clean slate iterations, PRD-driven features, and CI quality gates. Use for long-running autonomous coding tasks.

Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.

This skill should be used when the user asks to "set up gws", "install Google Workspace CLI", "connect Gmail to Claude", "manage Google Drive from terminal", "send email from CLI", "check my calendar", "create a Google Doc", "use gws", "Google Workspace agent", or mentions gws CLI, Google Workspace automation, or wants to interact with Gmail, Drive, Calendar, Sheets, Docs, Slides, Chat, Tasks, Meet, or Forms from the command line.

Create Excalidraw diagrams as JSON files for flowcharts, user journeys, system architectures, wireframes, and visual documentation. Use when the user asks to create diagrams, flowcharts, visual representations, architecture diagrams, mind maps, or any Excalidraw-compatible visualizations. Outputs .excalidraw.json files that can be opened in excalidraw.com or any Excalidraw-compatible app.

Create award-winning, cinematic frontend interfaces that feel ALIVE. Combines 10+ years of creative frontend experience with technical excellence. Specializes in WebGL, custom shaders, premium animations, and distinctive aesthetics that would win on Awwwards. Use when building landing pages, dashboards, platforms, or any interface where "generic AI slop" is unacceptable.

Generate polished resumes (PDF, DOCX, Markdown) from JSON data. Installs the incipit CLI, provides the resume schema, and uses templates for rendering. The agent writes JSON directly — no AI subcommands needed.

Delegates development tasks to Kimi K2.5. Use when implementing features, debugging issues, refactoring code, or running tests. Claude architects, Kimi implements.

Manage AI skills from the Ravn AI Toolkit via corvus CLI — install, update, remove, search, and configure skills for any project. Use when: (1) Installing AI skills into a project, (2) Updating installed skills to latest versions, (3) Browsing or searching available skills, (4) Configuring global or per-project skill sets, (5) Troubleshooting corvus setup. Triggers on: "install skills", "add skills", "update skills", "corvus", "skill manager", "browse skills", "set up AI rules".

Audit a repository for type-system weaknesses using recent bug-fix commits as hard evidence. Produces prioritized findings tied to specific commits showing which types allowed real bugs. Use when: reviewing type safety, auditing types, analyzing type bugs. Triggers on: type audit, type system review, audit types, type safety audit.