Latest Agent Skills

Deploy the AutoMagicCalib microservice and web UI from pre-built NGC release images using Docker Compose.

Run end-to-end calibration on the bundled sample dataset against a running AMC microservice to verify the stack works before processing real data.

Calibrate a new dataset from pre-recorded video files via the AutoMagicCalib REST API.

Build, deploy, evaluate, debug, and measure latency for a GPU-accelerated FastAPI service that detects whether operators perform assembly-line steps in order via event boundary detection and VLM classification.

Analyzes the downstream impact (blast radius) when a BigQuery table or view is broken, stale, or modified, identifying all affected downstream tables, dashboards, and processes.

Deploys a secure, enterprise-grade Google Cloud landing zone foundation with organization policies, resource hierarchy, billing association, and centralized logging and monitoring.

Guides through client library installation and authentication setup for the Data Manager API, including ADC configuration and required scopes.

Generates Python code using BigQuery DataFrames (BigFrames), the pandas/scikit-learn-style API over BigQuery, for dataframe and ML workflows.

Audit Google Business Profiles, generate neighborhood service area pages, check NAP consistency across directories, create LocalBusiness schema, and write review responses for service-area businesses.

Pressure-test any business idea with a five-angle adversarial panel (Critic, Champion, Analyst, Investigator, Customer) that returns a single GO/RESHAPE/KILL verdict with the cheapest test to de-risk it.

Discover, audit, repair, adapt, and design bounded, verifiable AI-agent loops with explicit triggers, actions, stopping conditions, and guardrails.

Simulates Yann LeCun, inventor of CNNs and Chief AI Scientist at Meta, for conversations about AI, deep learning, and related topics.

Provides guidance on using Neon Serverless Postgres, including setup, connection methods, features like branching and autoscaling, and references to official documentation.

Generate reusable UI patterns such as card sections, grids, lists, forms, and chart wrappers using StyleSeed Toss primitives.

Provides a structured workflow for unit, integration, E2E, and performance testing, including browser automation, code review, and quality gates.

Search the web, extract content from URLs, and crawl websites using the Tavily API.

Enforces dense, correct, and idiomatic code on all coding tasks, minimizing code bloat and agent operation overhead.

Simulates Steve Jobs — co-founder of Apple, CEO of Pixar, and founder of NeXT — providing deep psychological and strategic simulation of his thinking, design philosophy, and presentation style.

Schedule and publish posts across 13 social media platforms (X, LinkedIn, Instagram, Facebook, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) using a single workspace API key.

Detect, validate, and generate Schema.org structured data in JSON-LD format for SEO and rich results.

Audits images on a webpage for SEO and performance, checking alt text, file sizes, formats, responsive images, lazy loading, and CLS prevention.

Simulates Sam Altman — CEO of OpenAI, former president of Y Combinator, and architect of the AGI era — for advice on startups, AI, and technology.

Generate AI images, videos, and music/audio from agents using the RunAPI CLI.

Build and maintain Rayden UI components and screens in Figma via Figma MCP with full design token enforcement.

Write and review modern Python 3.12+ code with async patterns, performance optimization, and production-ready practices using the latest ecosystem tools.

Design PostgreSQL schemas with best practices for data types, indexing, constraints, and performance patterns.

Finds, analyzes, and strategizes for high-impact open source contribution opportunities in trending repositories.

Query Google NotebookLM notebooks using Gemini's source-grounded answers. Automates browser-based authentication, notebook management, and question-answering workflows.

Create static, animated, and interactive plots using Python's foundational visualization library, with guidance on both pyplot and object-oriented APIs.

Access 125+ agent skills for Longbridge Securities covering real-time quotes, charts, fundamentals, portfolio analysis, and options for HK/US/A-share/SG markets, with trilingual support.

Analyzes code for logical errors, race conditions, security vulnerabilities, and algorithmic flaws using structured reasoning across 9 risk categories.

Research any topic across Reddit, X, and the web from the last 30 days, then synthesize findings into actionable insights and copy-paste-ready prompts.

Automates the cycle of fixing CI failures, addressing PR review feedback, and pushing changes until all checks pass.

Retrieve deterministic search results, metadata, and full-document Markdown from arXiv, PubMed/PMC, and US policy corpora with daily freshness checks.

Provides Apple Human Interface Guidelines for designing input methods across Apple platforms, including gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, spatial interactions, focus systems, remotes, motion sensors, and nearby interactions.

Search and analyze news articles with media bias context, get balanced perspectives, access live stock/ETF/crypto data with AI analysis, and find memes by semantic meaning.

Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.

Build type-safe, testable Node.js/Deno backends using fp-ts with ReaderTaskEither, functional dependency injection, and service composition patterns.

Verifies that fix commits properly address security audit findings without introducing new bugs or vulnerabilities.

Generates AI-ready context files for any codebase by auto-detecting the tech stack, scoring AI-readiness, and producing a portable .faf file that works across AI tools.

Configure and optimize .faf files, MCP servers, and bi-directional sync for AI context across multiple platforms, with championship scoring to achieve 85%+ AI-readiness.

Perform semantic search, find similar content, and conduct structured research using the Exa API.

Build evaluation frameworks for agent systems, covering rubric design, test set creation, and automated evaluation pipelines.

Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.

Build scalable Django 5.x applications with async views, DRF, Celery, and Channels, following best practices for architecture, testing, and deployment.

Decides whether a personalized gift should be created each day, then generates it as an interactive H5 page, AI image, or AI video through a five-stage creative pipeline.

Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing.

Provides a structured reasoning protocol for diagnosing complex relationships, organizations, institutions, public disputes, or long-term evolution using the CrossFrame framework, with explicit invocation required.

Discovers, classifies, protects, and governs API keys, tokens, secrets, and credentials across all providers with enterprise-grade security auditing and governance.

Write B2B cold emails and follow-up sequences that earn replies, with frameworks for subject lines, personalization, and multi-touch outreach.

Provides expert patterns for implementing Clerk authentication in Next.js, including middleware, server components, client hooks, organizations, and webhooks.

Transforms working code into clean, readable, and maintainable code following Robert C. Martin's principles.

Build LLM-powered applications using the Claude API, Anthropic SDKs, or the Agent SDK with language-specific guidance and best practices.

Provides frontend design direction, design systems, visual philosophy, and production-grade UI styling for web interfaces, including layout critique, usability auditing, and asset generation.

Creates C4 context-level system documentation including system descriptions, personas, user journeys, external dependencies, and Mermaid context diagrams.

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

Systematically find and fix bugs using proven debugging techniques, tracing from symptoms to root cause, implementing fixes, and preventing regression.

Simulates Bill Gates' cognitive framework, strategic thinking, and decision-making processes for analysis and problem-solving.

Provides reference patterns for Bash on Linux and macOS, including command chaining, file operations, process management, text processing, environment variables, networking, scripting templates, and error handling.

Provides guidance and patterns for AWS development, infrastructure automation, and cloud architecture.