发现 Skills

Template skill for repository authors; excluded from public publishing.

睿智幽默风格内容创作。一针见血 + 冷幽默 + 反常识。让人看完会心一笑，然后陷入沉思。

Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when the user asks to "revise paper", "improve paper", "paper polishing loop", "auto improve", or wants to iteratively polish a generated paper.

Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution.

Generate pixel art SVG illustrations for READMEs, docs, or slides. Use when the user says "pixel art", "make an SVG illustration", "README hero image", or wants a cute visual.

Use when creating new skills, updating existing skills, or understanding skill structure. Triggers: "create a skill", "write a skill", "new skill for", "skill that does", "how do skills work". Provides complete workflow from concept to deployment with progressive disclosure.

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Use when developing WordPress (Gutenberg) blocks: block.json metadata, register_block_type(_from_metadata), attributes/serialization, supports, dynamic rendering (render.php/render_callback), deprecations/migrations, viewScript vs viewScriptModule, and @wordpress/scripts/@wordpress/create-block build and test workflows.

Choosing a data access approach. EF Core vs Dapper vs ADO.NET decision matrix, performance tradeoffs.

Kubernetes troubleshooting toolkit - search pods by labels and execute diagnostic commands inside containers. Use when user reports service errors, exceptions, crashes, timeouts, or needs to check logs, processes, network, or resource usage in K8s pods.

Research competitors by gathering and analyzing community feedback from Reddit, forums, and review sites. Use this skill whenever the user asks to research a competitor, gather community feedback about a product, analyze Reddit discussions, do competitive intelligence, or says things like "research [product]", "what do people say about X", "gather reddit feedback for", "analyze competitor", or "community sentiment about". Also use when the user provides a list of Reddit URLs to analyze.

Diagnose and improve humor using systems thinking. Use when jokes fall flat, when humor feels forced, when punchlines don't land, or when you want to systematically enhance comedic writing. Treats jokes as engineerable connection systems.

This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing", "metadata SSRF", "Lambda exploitation", or needs guidance on Amazon Web Services security assessment.

Enforce a precise, minimal design system inspired by Linear, Notion, and Stripe. Use this skill when building dashboards, admin interfaces, or any UI that needs Jony Ive-level precision - clean, modern, minimalist with taste. Every pixel matters.

Expert workflow orchestrator specializing in complex process design, state machine implementation, and business process automation. Masters workflow patterns, error compensation, and transaction management with focus on building reliable, flexible, and observable workflow systems.

Browser automation via the agent-browser CLI for navigation, interaction, snapshots, extraction, screenshots, network controls, storage, tabs, frames, and debugging. Use when tasks require automated web UI actions, form filling, scraping, state capture, or repeatable browser workflows.

Generate images using OpenAI's DALL-E 3 API. Use when needing to create graphics, icons, backgrounds, or any visual assets. Requires OPENAI_API_KEY in environment.

Expert in aggregating, processing, and synthesizing information from multiple sources into coherent insights. Use when building knowledge graphs, ontologies, RAG systems, or extracting insights across documents. Triggers include "knowledge graph", "ontology", "synthesize information", "GraphRAG", "insight extraction", "cross-document analysis".

Analyze and prove approximation ratios for optimization algorithms

Automated audit workpaper preparation skill with PBC list management

Generate compliant physician queries to clarify clinical documentation for accurate coding, severity of illness, and risk of mortality capture

Construction cost database interface skill for unit costs, productivity, and regional adjustments

Gene fusion detection skill for oncology applications with multiple caller integration

Geant4 detector simulation skill for particle transport, detector geometry, and physics process modeling