发现 Skills

Searches Google and extracts full page content from every result via trafilatura. Returns clean readable text, not just snippets. Use when the user needs web search, research, current events, news, factual lookups, product comparisons, technical documentation, or any question requiring up-to-date information from the internet.

Comprehensive GitHub code review with AI-powered swarm coordination

General Correctness rules, Rust patterns, comments, avoiding over-engineering. When writing code always take these into account

AI builders digest — monitors top AI builders on X and YouTube podcasts, remixes their content into digestible summaries. Use when the user wants AI industry insights, builder updates, or invokes /ai. No API keys or dependencies required — all content is fetched from a central feed.

Japanese translation: This file requires a Japanese translation for mle-workflow.

Automate Browser Tool tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cabinpanda tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Curated tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate LiveSession tasks via Rube MCP (Composio). Always search connected tools first for current schemas.

Automate Nango tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Sidetracker tasks via Rube MCP (Composio). Always search tools first for current schemas.

Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.

Senior ISMS Audit Expert for internal and external information security management system auditing. Provides ISO 27001 audit expertise, security audit program management, security control assessment, and compliance verification. Use for ISMS internal auditing, external audit preparation, security control testing, and ISO 27001 certification support.

Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler), labware management, for automated pipetting workflows.

Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, GAT, SchNet), 40+ datasets, for PyTorch-based ML on molecules, proteins, and biomedical graphs.

Company research using Exa search. Finds company info, competitors, news, tweets, financials, LinkedIn profiles, and builds company lists. Use when researching companies, performing competitor analysis, conducting market research, or building company lists.

Search tweets and Twitter/X content using Exa advanced search. Limited filter support - text and domain filters are NOT supported. Use when searching for tweets, Twitter/X discussions, or social media sentiment.

Use when building game systems, implementing Unity/Unreal features, or optimizing game performance. Invoke for Unity, Unreal, game patterns, ECS, physics, networking, performance optimization.

Use when working with tools-core utilities, rspack integration, or modern tooling. Covers logging, npm management, process spawning, git helpers, and Meteor app configuration APIs.

Essential SSH commands for secure remote access, key management, tunneling, and file transfers.

Unified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Exa (Neural), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.

Address all valid review comments on a PR for the current branch in the streamlit/streamlit repo. Use when a PR has received reviewer feedback that needs to be addressed, including code changes, style fixes, and documentation updates.

Systematically explore and test a web application to find bugs, UX issues, and other problems. Use when asked to "dogfood", "QA", "exploratory test", "find issues", "bug hunt", "test this app/site/platform", or review the quality of a web application. Produces a structured report with full reproduction evidence -- step-by-step screenshots, repro videos, and detailed repro steps for every issue -- so findings can be handed directly to the responsible teams.

Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.