Agent Gateway

Assists with software engineering tasks including writing, editing, and explaining code, searching codebases, running commands, managing files, debugging, and implementing features.

Design and implement AWS architectures with best practices for IAM, S3, Lambda, DynamoDB, and serverless deployments.

Writes Behavior-Driven Development scenarios using Gherkin syntax to create executable specifications and test behavior.

Creates 2D drawings and 3D models of mechanical parts, generates technical documentation and manufacturing files, and supports assembly design and parametric modeling.

Performs finite element analysis, computational fluid dynamics, thermal analysis, modal analysis, and design optimization for validating designs against physical loads and predicting product behavior.

Generates CNC toolpaths, selects machining strategies and tools, optimizes cutting parameters, simulates operations, and post-processes to machine-specific formats.

Designs and implements CDN architectures, optimizing cache strategies, edge computing, and security for global content delivery.

Styles web pages with CSS, covering selectors, flexbox, grid, custom properties, and animations for responsive UI components.

Provides guidance and best practices for working with dbt, covering core concepts, patterns, troubleshooting, and deployment strategies.

Designs bounded contexts, creates domain models, uses aggregates, and implements value objects for complex domain logic.

Explains ACID transaction properties and provides Python implementations for atomic operations, consistency validation, isolation levels, and durable storage.

Write bash scripts for automation, system administration, and command-line productivity, covering variables, conditionals, loops, functions, argument parsing, error handling, and text processing with awk, sed, find, and xargs.

Read, search, post, and engage with X/Twitter from the command line using cookie-based authentication.

Explains cellular structures, membrane transport, energetics, signaling, and division, connecting molecular events to organismal function.

Designs and implements CI/CD pipelines, automating build, test, and deployment processes with security scanning and deployment strategies.

Provides guidance and best practices for working with curl, covering core concepts, common use cases, troubleshooting, and security considerations.

Applies Agile principles to software development, system design, and technical problem-solving, covering implementation, optimization, and best practices.

Designs Azure architectures and configures compute, storage, database, networking, identity, and security services.

Designs and implements CI/CD pipelines with automated testing, build automation, deployment, and rollback strategies.

Provides civil infrastructure and construction domain knowledge, covering materials, project phases, building systems, contracts, site development, and regulatory requirements.

Designs cloud architectures, selects services, optimizes costs, and ensures security for cloud-native applications.

Scales AI and Python applications across clusters with distributed computing primitives for ML workloads.

Provides guidance and best practices for working with Argo CD, covering setup, configuration, deployment, operations, and troubleshooting.

Controls Bluesound/NAD players via the blu CLI, covering discovery, playback, grouping, volume, and TuneIn search.

Implements gradual traffic shifting, automated canary deployments with metric analysis, rollback automation, and observability dashboards for progressive releases.

Displays HTML content on connected OpenClaw nodes (Mac, iOS, Android) via a local HTTP server and node bridge, with actions for presenting, navigating, evaluating, and capturing snapshots.

Write idiomatic C# code using .NET features, async/await, LINQ, SOLID principles, dependency injection, and unit tests.

Provides guidance and best practices for working with Apache Airflow, covering setup, development, deployment, and operations.

Solves equations, factors expressions, and analyzes algebraic structures including matrices, vector spaces, and group theory.

Develops native Android apps with Kotlin and Java, covering UI, performance, and Play Store deployment.

Builds single-page applications with component-based architecture, dependency injection, reactive forms, and routing.

Provides guidance and best practices for working with Ansible, covering core concepts, patterns, troubleshooting, and deployment strategies.

Implements multi-level caching with strategies for invalidation, stampede prevention, and performance monitoring.

Capture snapshots, clips, or motion events from RTSP/ONVIF cameras using the camsnap CLI.

Manage agent skills from clawhub.com using the ClawHub CLI: search, install, update, list, and publish skill folders with version and changelog options.

Provides guidance and best practices for working with Cypress, covering setup, development, deployment, and troubleshooting.

Provides guidance and best practices for working with Datadog, covering setup, configuration, monitoring, and troubleshooting.

Implements finite automata, regular expressions, parsers, and lexers for building text processors and pattern matchers.

Designs and implements big data architectures, processes large-scale datasets with distributed systems, and optimizes data pipelines for throughput using Hadoop, Spark, and cloud platforms.

Computes derivatives, integrals, and solves calculus problems including optimization, Taylor series, and differential equations.

Explains chemical principles, reactions, and safety, and supports analysis, handling, and storage guidance.

Provides guidance and best practices for working with CircleCI, covering setup, configuration, deployment, and troubleshooting.

Designs normalized database schemas, creates indexes, writes efficient queries, and manages transactions and data integrity.

Set up and use 1Password CLI (op) for signing in, reading, and injecting secrets, with a required tmux session to manage authentication.

Analyzes sound wave propagation, acoustic impedance, resonators, noise insulation, and musical instrument acoustics, with applications in concert halls, sonar, and noise barriers.

Provides aerospace domain knowledge, terminology, and guidance on aircraft and spacecraft principles, regulations, and mission planning.

Guides the implementation of ethical AI principles, including fairness auditing, bias mitigation, explainability, accountability, and privacy protection in machine learning systems.

Implements AI safety guardrails including input validation, output filtering, robustness testing, human oversight, and monitoring to prevent harmful outputs and ensure system reliability.

Manages the lifecycle of large language models in production, covering model versioning, prompt management, inference optimization, and cost control.

Manages the machine learning lifecycle with experiment tracking, model versioning, reproducible runs, and deployment through the MLflow platform.

Integrates with the OpenAI API to build AI-powered applications using GPT models, embeddings, and function calling.

Provides guidance and best practices for working with Cassandra, covering setup, configuration, development, deployment, and operations.

Provides design patterns and architectural approaches for implementing compilers, including optimization, debugging, and best practices.

Schedules and runs recurring commands or scripts using cron expressions, with support for intervals, retries, locking, and logging.

Debug application issues with techniques for Python, JavaScript, performance profiling, production incidents, and network problems.

Provides guidance on using PyTorch for deep learning, covering tensors, autograd, nn.Module, DataLoaders, and best practices.

Implements and applies algorithms concepts, designs solutions using algorithmic principles, and optimizes performance for algorithm implementations.

Applies quantitative and qualitative analysis techniques, interprets experimental data, validates procedures, and selects appropriate methods with uncertainty quantification.

Design clean REST APIs with proper resource modeling, HTTP methods, pagination, versioning, and OpenAPI documentation.

Designs and implements CI/CD pipelines, infrastructure automation, and workflow optimization to reduce manual tasks.