agentic-development-principles
Universal principles for agentic development when collaborating with AI agents. Defines divide-and-conquer, context management, abstraction level selection, and an automation philosophy. Applicable to all AI coding tools.
agentic-workflow
Practical AI agent workflows and productivity techniques. Provides optimized patterns for daily development tasks such as commands, shortcuts, Git integration, MCP usage, and session management.
agent-evaluation
Design and implement comprehensive evaluation systems for AI agents. Use when building evals for coding agents, conversational agents, research agents, or computer-use agents. Covers grader types, benchmarks, 8-step roadmap, and production integration.
agent-email-cli
Operate the agent-email CLI to create disposable inboxes, poll for new mail, retrieve full message details, and manage local mailbox profiles. Use when the user needs terminal-based email inbox access for LLM or agent automation workflows.
agent-configuration
AI agent configuration policy and security guide. Project description file writing, Hooks/Skills/Plugins setup, security policy, team shared workflow definition.
agent-browser
Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video
Agent Browser
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
ab-test-setup
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," or "how long should I run this test." Use this whenever someone is comparing two approaches and wants to measure which performs better. For tracking implementation, see analytics-tracking. For page-level conversion optimization, see page-cro.
analytics-tracking
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wants to measure marketing results. For A/B test measurement, see ab-test-setup.
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
ai-video-generation
Generate AI videos with Google Veo, Seedance, Wan, Grok and 40+ models via inference.sh CLI. Models: Veo 3.1, Veo 3, Seedance 1.5 Pro, Wan 2.5, Grok Imagine Video, OmniHuman, Fabric, HunyuanVideo. Capabilities: text-to-video, image-to-video, lipsync, avatar animation, video upscaling, foley sound. Use for: social media videos, marketing content, explainer videos, product demos, AI avatars. Triggers: video generation, ai video, text to video, image to video, veo, animate image, video from image, ai animation, video generator, generate video, t2v, i2v, ai video maker, create video with ai, runway alternative, pika alternative, sora alternative, kling alternative
ai-image-generation
Generate AI images with FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image, Grok Imagine, Seedream 4.5, Reve, ImagineArt. Capabilities: text-to-image, image-to-image, inpainting, LoRA, image editing, upscaling, text rendering. Use for: AI art, product mockups, concept art, social media graphics, marketing visuals, illustrations. Triggers: flux, image generation, ai image, text to image, stable diffusion, generate image, ai art, midjourney alternative, dall-e alternative, text2img, t2i, image generator, ai picture, create image with ai, generative ai, ai illustration, grok image, gemini image
review-pr
Review a pull request using Google's code review principles. Takes a PR number or auto-detects from current branch. Use when the user wants to review a PR, check PR changes, or says "/review-pr 123".
refine-plan
Refines an existing implementation plan through discussion with the user. Takes a GitHub issue number. Use when the user wants to refine a plan, discuss a plan, change a plan, or says "refine plan X" or "let's discuss the plan for issue #Y".
setup-python-lib
Sets up a new Python library project using uv in the current directory. Creates project structure, installs dev dependencies, and optionally configures git remote. Use when the user wants to initialise a Python library, package, or project with uv.
worktree
Manages git worktrees for parallel development. Creates isolated working directories for tickets/branches, lists active worktrees, and cleans up after merging. Use when starting work on a ticket or cleaning up completed work.
setup-django
Sets up a new Django project with RAPID architecture using uv. Creates horizontal layer structure with DRF, Docker/PostgreSQL support, and environment-based configuration. Use when the user wants to initialise a Django web application.
review-codebase
Review overall codebase health, architecture, and patterns using Google's engineering principles. Takes optional focus area. Use when the user wants to review code quality, assess architecture, or says "/review-codebase" or "/review-codebase 'API layer'".
plan-ticket
Creates an implementation plan for an existing GitHub issue and adds it as a comment. Takes a GitHub issue number. Use when the user wants to plan a ticket, plan an issue, or says "plan ticket X" or "how should we implement issue #Y".
edit-and-commit
IMPORTANT - Use this skill proactively whenever you need to edit files and commit changes. Automatically runs roborev pre-commit review and creates atomic commits. Use this instead of Edit+Bash for git operations. Required for all file modifications that should be committed.
create-ticket
Creates GitHub issues to capture work that needs to be done. Records intent with context about the codebase, not implementation plans. Use when the user wants to track work, create a ticket, log a task, or says "we want to do X" or "we need to X".
codebase-map
Generate a structural overview and dependency diagram of the codebase. Use when the user wants to understand codebase structure, visualise architecture, or says "/codebase-map".
address-pr-comments
Addresses PR review comments by making code changes and posting replies. Takes a PR number or auto-detects from current branch. Use when the user wants to address review feedback, respond to PR comments, fix PR feedback, or says "address comments on PR X".
implement-ticket
Implements a planned GitHub issue by following the implementation plan. Takes a GitHub issue number. Use when the user wants to implement a ticket, work on an issue, or says "implement ticket X" or "do issue #Y".
diario-sesion
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hotfix
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prd-writer
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sdd-protocol
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spec-writer
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skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
airflow-debugging
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mozilla-query-writing
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mozilla-probe-discovery
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skillsmp-search
Search and discover AI skills from the SkillsMP marketplace using keyword search or AI-powered semantic search. Use this skill when users want to find specific skills, explore available capabilities, or search for solutions to particular problems using natural language queries.
nano-banana-pro
Generate images using Google's Nano Banana Pro (gemini-3-pro-image-preview). Use when user asks to create, generate, or draw images, infographics, visualizations, diagrams, charts, illustrations, or any visual content. Excellent for data-accurate infographics and text rendering.
landing-page-guide-v2
Create distinctive, high-converting landing pages that combine proven conversion elements with exceptional design quality. Build beautiful, memorable landing pages using Next.js 14+ and ShadCN UI that avoid generic AI aesthetics while following the 11 essential elements framework.
feature-plan
Creates phase-based feature plans with quality gates and incremental delivery structure. Use when planning features, organizing work, breaking down tasks, creating roadmaps, or structuring development strategy. Keywords: plan, planning, phases, breakdown, strategy, roadmap, organize, structure, outline.
gpt-image-1-5
Generate and edit images using OpenAI's GPT Image 1.5 model. Use when the user asks to generate, create, edit, modify, change, alter, or update images. Also use when user references an existing image file and asks to modify it in any way (e.g., "modify this image", "change the background", "replace X with Y"). Supports text-to-image generation and image editing with optional mask. DO NOT read the image file first - use this skill directly with the --input-image parameter.
ga4-event-tracking
Add, review, or update GA4 event tracking on HTML websites using data attributes and a reusable JavaScript tracker. Use when wiring gtag or GTM dataLayer events, choosing event names/parameters, or extending a base GA4 tracking snippet for clicks and simple interactions.
zrok
Share local services publicly or privately via secure tunnels. Use when needing to expose localhost ports, share dev servers, create public URLs for local services, or set up secure tunnels between machines.
taskwarrior
Track work items using Taskwarrior. Use when managing tasks, tracking PRs, or organizing work. Always use UUID instead of task ID.
oracle
Run long AI queries with Oracle CLI. Use for code reviews, summarization, or analysis that takes time. Always run in tmux.
pnpm
Use when managing Node.js dependencies with pnpm - provides workspace setup, catalogs, CLI commands, overrides, and CI configuration
nuxt
Use when working on Nuxt 4+ projects - provides server routes, file-based routing, middleware patterns, Nuxt-specific composables, and configuration with latest docs. Covers h3 v1 helpers (validation, WebSocket, SSE) and nitropack v2 patterns. Updated for Nuxt 4.3+.
nuxthub
Use when building NuxtHub v0.10.6 applications - provides database (Drizzle ORM with sqlite/postgresql/mysql), KV storage, blob storage, and cache APIs. Covers configuration, schema definition, migrations, multi-cloud deployment (Cloudflare, Vercel), and the new hub:db, hub:kv, hub:blob virtual module imports.
nuxt-ui
Use when building styled UI with @nuxt/ui v4 components - create forms with validation, implement data tables with sorting, build modal dialogs and overlays, configure Tailwind Variants theming. Use vue skill for raw component patterns, reka-ui for headless primitives.
setup-for-oss
Review and bootstrap open-source repo health (OSS) by auditing or scaffolding README, CONTRIBUTING, CODE_OF_CONDUCT, LICENSE, SECURITY, GitHub templates, CI workflows, Renovate, publishing (pkg-pr-new + npm Trusted Publishing), linting/formatting, Changesets, and automation. Use when asked to review OSS setup, check OSS health, or set up/add OSS files and workflows.
request-refactor-plan
Conversational refactor planner - interview, scope, plan tiny atomic commits. Use when planning a refactor that needs careful incremental steps.
reka-ui
Use when building with Reka UI (headless Vue components) - provides component API, accessibility patterns, composition (asChild), controlled/uncontrolled state, virtualization, and styling integration. Formerly Radix Vue.
nuxt-seo
Nuxt SEO meta-module with robots, sitemap, og-image, schema-org. Use when configuring SEO, generating sitemaps, creating OG images, or adding structured data.
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