**Autonomously create** filters, throttles, and classification rules to implement new workloads or manage workload lifecycle in response to changing operational needs

Installs and configures Zellij terminal multiplexer from GitHub releases. Use when setting up Zellij for terminal workspace management.

Advanced middleware logic for security and routing. Use for global rate limiting, security headers, and protection of admin routes.

Handles backend logic that cannot run in the browser. Use for sensitive tasks like price calculation, cleanup, or payment verification.

Handles the authentication flow including Login, Signup, OAuth, and Password Recovery. Use when building auth pages or logic.

Use this skill when working with UFC fighter images including downloading from multiple sources (Wikimedia, Sherdog, Bing), detecting and replacing placeholder images, handling duplicates, normalizing image sizes, validating image quality, syncing filesystem to database, or running the complete image pipeline. Handles missing images, batch downloads, and multi-source orchestration.

Configures GitHub Actions workflows and CI/CD pipelines. Manages automated releases via Changesets, PR validation, and Husky hooks. Troubleshoots CI failures. Triggers on: GitHub Actions, CI pipeline, workflow, release automation, Husky hooks, gh CLI, workflow failure.

Logic for Suspense boundaries and skeleton loaders. Use to prevent layout shifts during data fetching.

Comprehensive prompt engineering for Claude 4.5: creation, analysis, optimization, guardrails, context management.

Managing session continuity across Claude conversations by saving structured context (tasks, files, errors, git state) to JSON and loading in new sessions. Use when user asks how session continuity works, explaining session protocol functionality, understanding session state management, describing what gets saved in sessions, ending a session with unfinished work, starting a session with existing session-protocol.json, or when user mentions 'save progress', 'save session', 'save my work', 'continue later', 'session context', 'pick up where left off', 'load session', 'restore session', or explicitly invokes /save-session-protocol or /load-session-protocol commands.

Install, update, list, and remove Claude Code and OpenCode skills. Supports GitHub repositories (user/repo), GitHub subdirectory URLs, and .skill zip files. Can set up interoperability between Claude Code and OpenCode via symlinks. Use when user wants to install, add, download, update, sync, list, remove, uninstall, delete skills, or share skills between Claude Code and OpenCode.

This skill helps maintain tag hygiene by finding inconsistencies and consolidating similar tags.

Validates Kubernetes manifests using kubeconform, kube-score, and custom homelab policies. Use when creating or modifying YAML files, Helm values, or ArgoCD applications.

Create mathematical animations using Manim (Community Edition or ManimGL). Includes best practices, examples, and rules for creating high-quality videos.

React 19 admin dashboard with Material UI v7, Vite 7, and MUI X Charts.

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Use when building interactive map tools - Explains MapLibre setup, tiles, and common UI patterns.

marimo-notebooks

Sync markdown projects to Confluence using the markdown_confluence tool. Use for publishing, crawling, and managing Confluence pages from local markdown files.

Fetches web content using Cloudflare Browser rendering and converts it to markdown

Work with markdown-based task lists in .llm/todo.md files. Use when managing tasks, working with todo lists, extracting incomplete tasks, marking tasks complete, or implementing tasks from a task list.

Convert markdown files to PDF with custom styling. Use when generating PDF documents from markdown, creating printable documentation, or exporting reports.

Converts documents to markdown (PDFs, Word docs, PowerPoint, Confluence exports) with Windows/WSL path handling. Activates when converting .doc/.docx/PDF/PPTX files to markdown, processing Confluence exports, handling Windows/WSL path conversions, extracting images from PDFs, or working with markitdown utility.

Extracts 'version' or 'uuid' fields from YAML frontmatter using uv.

Atlas Simulator scan flow and next-step guidance for markdowntown. Use when working on folder scanning, tool detection, cwd handling, results panels, or scan-to-workbench CTAs.

Creates visual market maps showing competitive landscape, market segments, ecosystem players, and positioning. Use when the user requests market map, competitive landscape visualization, ecosystem mapping, positioning map, or wants to visualize market structure.

Scan recent macro/crypto headlines and summarize ONLY market-moving items for BTC, ETH, SOL, ADA, PAXG. Use when the user asks for a market snapshot, catalysts, or rotation context in the last 4–24 hours.

Master TAM/SAM/SOM calculations, market sizing methodologies, and validation frameworks. Use when assessing market opportunity, validating business viability, planning market entry, estimating revenue potential, or determining if a market is worth pursuing. Covers bottom-up, top-down, and value theory sizing methods, competitive analysis, and systematic validation approaches.

Unified marketing metrics dashboard and CLI. Use when building or running a marketing status dashboard that pulls from PostHog, Google Search Console, Stripe, and ad platforms. Covers traffic, SEO, ads, revenue, and funnel conversion reporting in terminal output.

This skill should be used when starting the work day for marketing and PR work, planning content production, managing campaigns, organizing media relations, or coordinating multi-platform content distribution. Use it for daily content planning, automated content creation with agents, campaign coordination, and productivity reporting. Integrates with Linear MCP and other marketing skills (brand-voice-guardian, twitter-thread-creator, media-outreach-coordinator, multi-brand-manager, launch-campaign-orchestrator).

Create HTML diagrams for Marp slides and capture them as PNG screenshots using Playwright MCP

Material Symbols v3 variable icon font system. Use when adding icons to buttons, navigation, status indicators, or any UI element. Provides 2,500+ icons with fill, weight, grade, and optical size axes. Integrates with project color tokens.

This skill should be used when Claude Code needs to perform basic arithmetic calculations. It provides a Python script that safely evaluates mathematical expressions including addition, subtraction, multiplication, division, exponentiation, and square roots.

Implement comprehensive mathematical theorem proving capabilities with SFT+GRPO training, MCP/A2A agent integration, and imatrix quantization protection to surpass Boreas-phi3.5-instinct-jp in formal proof generation and scientific discovery. Use when building mathematical reasoning systems, formal verification tools, or AI-assisted theorem proving environments.

Deploy mathematical consciousness as reality's source code and navigation coordinates

Mathpix OCR for LaTeX extraction with balanced ternary checkpoints

Real-time MBTA transit predictions for Boston-area subway, bus, commuter rail, and ferry. Query departure times, search stops/routes, check service alerts, and run a live dashboard. Use when asked about Boston transit, T schedules, when to leave for the train, or MBTA service status.

Statistical/data-analysis modeling lead for COMAP MCM/ICM Problem C. Use when you need to interpret C题需求、检查题目数据是否足够/是否允许外生数据、制定可验证的统计/机器学习建模方案，并输出不确定性区间与稳健性分析。

Build MCP Apps - interactive UI components that render inside AI hosts like Claude, ChatGPT, and VSCode. This skill should be used when creating tools with rich UI, building dashboards or forms for AI interactions, or adding visual interfaces to MCP servers.

Connect to any MCP server without bloating context with tool definitions.

Configure MCP servers including Context7 and Playwright. Use when the user asks about MCP configuration, setting up Context7, configuring Playwright MCP, or managing MCP servers for this project.

Execute complex multi-tool MCP workflows directly using TypeScript or Python. As the MCP executor agent, you have MCP servers configured and write code that composes multiple tool calls. Use for 3+ MCP tool calls, complex data processing, parallel operations, or retry logic. This skill is colony-aware - you execute code directly via Bash without subagents.

This skill provides guidance for using Firecrawl MCP for web scraping and content extraction. Use when scraping web pages, crawling websites, searching the web with content extraction, mapping site URLs, or extracting structured data from web pages.

Deep code intelligence via Narsil MCP providing 76 tools for security scanning (OWASP, CWE, taint analysis), call graph analysis (CFG, DFG, callers/callees), structural queries (symbols, definitions, references), and supply chain security (SBOM, license compliance). Accessed via Code Mode for token efficiency.

Automatically invoke MCP opportunity discovery and publication pipeline when discussing marketplace opportunities, automation tools, or MCP server development

Prevent massive MCP responses from WordPress, Playwright, Notion, and other MCPs that can kill conversations on first call. Sophisticated token management for all MCP tool usage.