Top Agent Skills

Apply meta-principles of software craftsmanship: DRY, orthogonality, tracer bullets, and design by contract. Use when the user mentions "best practices", "pragmatic approach", "broken windows", "tracer bullet", "software craftsmanship", "technical debt prevention", "prototype vs tracer bullet", or "code ownership". Also trigger when evaluating build-vs-buy decisions, designing estimation approaches, or choosing between reversible and irreversible architectural decisions. Covers estimation, domain languages, and reversibility. For code-level quality, see clean-code. For refactoring techniques, see refactoring-patterns.

Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy-cli for lifecycle and direct REST/WebSocket API for execution.

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

Delegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions. Requires the opencode CLI installed and authenticated.

Set up a modded Minecraft server from a CurseForge/Modrinth server pack zip. Covers NeoForge/Forge install, Java version, JVM tuning, firewall, LAN config, backups, and launch scripts.

Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects, average treatment effects (ATE/ATT/CATE), hypothesis testing, contrasts, counterfactuals, risk ratios, odds ratios, causal inference with G-computation, or need help with marginaleffects functions like predictions(), comparisons(), slopes(), hypotheses(), datagrid(), avg_predictions(), avg_comparisons(), avg_slopes(), or plot functions.

Convert Markdown files to Word documents (.docx) with proper formatting, Chinese font support (FangSong for all text including headings), black font color, 1.5x line spacing, precise first-line indent (24pt), heading spacing after (1 line), no italic headings, and automatic superscript conversion for citation numbers. Use when converting .md files to .docx, creating Word documents from markdown, or when user mentions Word, DOCX, or document conversion. Requires pandoc.

Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.

Video and audio perception, indexing, and editing. Ingest files/URLs/live streams, build visual/spoken indexes, search with timestamps, edit timelines, add overlays/subtitles, generate media, and create real-time alerts.

Author a HyperFrames slideshow — a presentation, pitch deck, or interactive deck with discrete slides, fragment reveals, branching, hotspot navigation, and built-in presenter mode with speaker notes; also converts an existing page into a deck.

Creates a hero frame with looping CSS animations including a rotating type ring, animated globe, ticking timer, and parallax labels.

Build LLM-powered applications with Claude using the official Anthropic SDK or raw HTTP, covering model selection, API parameters, streaming, tool use, MCP, caching, and model migration.

Generates professional slide deck images from content, creating outlines with style instructions and individual slide images.

Orchestrates the full academic research pipeline from exploration to final manuscript, coordinating research, writing, integrity verification, peer review, revision, and finalization stages with user confirmation checkpoints.

Optimize GKE costs by rightsizing workloads, configuring Spot VMs, selecting machine types, and using Committed Use Discounts.

Convert input into clean, structured, hierarchical bullet points for summarization, note-taking, and structured thinking.

Handle .NET MAUI application state transitions, Window lifecycle events, and state preservation across backgrounding and resume cycles.

Creates, optimizes, and iteratively refines agent prompts, system prompts, developer prompts, and reusable prompt templates with evals.

Analyze Sentry session replays to surface UX patterns, pain points, and user journeys for a given product area.

Replace heavy UX deliverables with hypothesis-driven design, collaborative sketching, and rapid experiments to learn what users actually need.

Evaluate and improve interface usability using heuristic analysis based on Nielsen's 10 heuristics, Krug's laws, and severity ratings.

Provides idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform architecture, Compose UI construction, Ktor server setup, and type-safe DSL design.

Retrieves upcoming earnings announcements for US stocks using the Financial Modeling Prep API, filtered by market cap over $2B, and organizes them into a markdown table grouped by date and timing.

Write WeChat public account long-form articles in the distinctive style of Khazix, a known AI content creator. Handles various input formats (PDF, links, notes) and guides the user through a structured writing process from material understanding to final polish.

Analyzes and documents Wise's design language, including color palette, typography, spacing, and layout tokens for use in design systems.

Documents the Bugatti brand design system: a black-and-white interface with custom typefaces, no accent color, and full-bleed photography as the only visual element.

Transforms ideas, files, folders, URLs, or exported data into polished single-file HTML pages with auto-selected design systems.

Discovers and researches companies matching an ideal customer profile, using Browserbase Search API and a Plan→Research→Synthesize pattern to produce scored reports and CSV exports.

Design value-based pricing, packaging, and monetization strategies for SaaS products, including tier structures, value metrics, and price optimization.

Analyzes documents and produces a Word document with inline highlighted screenshots from the source material, enabling visual verification of every factual claim.

Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.

Guides the design and structuring of workflow-based Claude Code skills with multi-step phases, decision trees, subagent delegation, and progressive disclosure.

Manage Shopify stores via GraphQL Admin and Storefront APIs using curl, with Bankr-native bridges for onchain data, x402 payments, and loyalty drops.

Create publication-ready scientific figures with multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and journal-specific formatting using matplotlib, seaborn, and plotly.

Design and evolve engineering team structures for fast flow of change using the Team Topologies framework, including Conway's law, four team types, three interaction modes, and cognitive load management.

Guides project-level decisions for LLM-powered systems: task-model fit, pipeline architecture, token and cost estimation, and agent-assisted iteration.

Renders a Spotify Now Playing card with album art, progress bar, and playback controls for video overlays or personal pages.

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries for database-like note management.

Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax.

Generates DESIGN.md files for Google Stitch that encode premium, anti-generic UI standards with strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, and hardware-accelerated performance.

Documents the monospaced, manpage-inspired design system of OpenCode's marketing site, including typography, color palette, and spacing tokens.

Provides persistent, compounding memory for AI agents across sessions using local markdown files, with optional Supabase-backed semantic search.

Audits a website against the Forter Agentic Readiness Guide by running 25 weighted rubrics, scoring each guideline, and producing a prioritized fix report.

提供吴宇森导演风格的创意建议，涵盖视觉方案、叙事手法和场景设计，适用于剧本创作与影像设计。

提供王家卫导演风格的创意建议，涵盖视觉方案、叙事手法和场景设计，适用于剧本创作与影像设计。

提供詹姆斯·卡梅隆导演风格的创意建议，涵盖视觉方案、叙事手法和场景设计，帮助用户以技术先驱和极致震撼的美学进行创作。

提供弗朗西斯·福特·科波拉导演风格的创意建议，涵盖视觉方案、叙事手法和场景设计，适用于剧本创作与影像设计。

Provides creative advice in the style of director Christopher Nolan, covering visual design, narrative structure, and scene crafting for filmmaking projects.

Guides building original LangGraph agents for Warden Protocol, from setup to deployment and publishing in Warden Studio.

Builds Retrieval-Augmented Generation systems with document chunking, embedding generation, vector storage, and retrieval pipelines, including evaluation and optimization.

Search and retrieve book details, author information, and bibliographies via the Open Library API from the command line.

Reference for writing idiomatic, safe Bash and shell scripts with quoting, conditionals, loops, pipes, functions, and error handling.

Guides using the Fish interactive shell, covering autosuggestions, universal variables, web configuration, and best practices for interactive use.

Runs project tests, stages and commits changes with a conventional message, then rebases and pushes to the current branch, stopping on any failure.

Updates skill documentation and templates to require agents to use their real identity in worklogs instead of hardcoded placeholders.

Provides common Git commands for syncing forks, stashing changes, managing branches, undoing changes, and rolling back commits.

Implements a structured problem-solving algorithm that guides every response through observe, think, plan, build, execute, verify, and learn phases toward a defined ideal state.

Routes natural-language requests to memory, task, storage, and retrospective operations, and compiles skill extensions.

Operates Redpanda's Agentic Data Plane: manages AI agents, MCP servers, LLM providers, budgets, guardrails, and Cedar access policies via the `rpk ai` CLI and API, including OAuth wiring and spend/transcript insights.

Collect local and remote Redpanda diagnostics bundles and inspect broker process info using the `rpk debug` command group, including triaging enterprise features from captured logs, metrics, and profiles.