Comprehensive guide for the agent permissions and approval system. Use when an agent needs to request user approval for sensitive operations, when implementing new approval…
Expert PHP developer specializing in modern PHP 8.3+ with strong typing, async programming, and enterprise frameworks.
Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check deployment status, verify serving endpoints, or clean up resources by undeploying models…
Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serving endpoints for model deployment on Agent Platform.
Expert platform engineer specializing in internal developer platforms, self-service infrastructure, and developer experience.
Measure and improve the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology.
Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models (Llama, DeepSeek, Qwen,…
Agent Platform Model Registry Management. Use when you need to upload, list, describe, update, or delete machine learning models (and their versions) in the Agent Platform Model…
Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform.
Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK.
Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform infrastructure.
Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning jobs.
Use when reviewing an AI plugin pull request, auditing plugin quality before release, or when asked to "review a plugin PR", "review skills in this PR", "check plugin quality", or…
Expert PostgreSQL specialist mastering database administration, performance optimization, and high availability.
Review an AI agent prompt and setup before deploying it in real work. Use when the user has built or customized an agent and wants a thorough review before depending on it for…
Create well-structured prompts for AI agents using proven architecture patterns. Use when users ask to write agent prompts, system prompts, or agent instructions, or want to…
Expert prompt engineer specializing in designing, optimizing, and managing prompts for large language models.
Expert Python developer specializing in modern Python 3.11+ development with deep expertise in type safety, async programming, data science, and web frameworks.
End-to-end QA testing for Agent2 agents. Starts the agent service, sends real API requests from eval datasets, validates responses against the output schema, and generates a…
Expert QA engineer specializing in comprehensive quality assurance, test strategy, and quality metrics.
Agent davranis testi ve protokol uyumluluk dogrulamasi. Agent'larin tanimli rollerine uygun davranip davranmadigini assertion-based test'lerle olcer.
Expert Rails specialist mastering Rails 7+ with modern conventions. Specializes in convention over configuration, Hotwire/Turbo, Action Cable, and rapid application development…
Control LLM spend and Apex governor exposure for high-traffic Agentforce agents via per-user token budgets and graceful fallback. NOT for API rate-limiting of REST endpoints.
Expert React specialist mastering React 18+ with modern patterns and ecosystem. Specializes in performance optimization, advanced hooks, server components, and production-ready…
Audit and improve website readiness for AI agents using the Cloudflare "Is It Agent Ready?" scanner (isitagentready.com).
Capture structured run outcomes and synthesize reusable lessons for continuous improvement. Use after meaningful coding tasks, bug fixes, failed attempts, refactors, or test/debug…
Get external agent review and feedback. Routes Anthropic models through Claude Agent SDK (uses local subscription) and other models through OpenRouter API.
Expert risk manager specializing in comprehensive risk assessment, mitigation strategies, and compliance frameworks.
Use when you operate coding-agent infrastructure with a feedback signal — eval suites, run-level telemetry, A/B baselines, or a skill catalog under test — and want to capture…
Expert Rust developer specializing in systems programming, memory safety, and zero-cost abstractions.
Agent Safehouse（macOS 向け sandbox-exec ベースのエージェントサンドボックスツール）のセットアップ、設定、ポリシー構築、デバッグ、カスタマイズの完全ガイド。 ユーザーが agent-safehouse / safehouse コマンド / sandbox-exec ポリシーに言及したとき、`Operation not…
Design safe AI agent systems — capability restriction, sandboxed execution, human-in-the-loop gates, anomaly detection, rollback on unexpected behavior, blast radius limiting, and…
Authoring and managing Agentforce agent definitions using the declarative Agent Script DSL (.agent files) and associated metadata types.
Comprehensive knowledge of Claude Agent SDK architecture, tools, hooks, skills, and production patterns.
Développement d'agents IA avec Microsoft Semantic Kernel en .NET/C# et Python. Plugins natifs, plugins prompts, planners et intégration enterprise Azure.
Assists in creating Agent Skills of varying complexity levels (simple, moderate, complex). Use when the user wants to create, design, or build a new Agent Skill, or when they need…
Static pre-install trust review for SKILL.md, OpenClaw, Hermes, MCP, and agent-skill marketplace packages before they request local, account, payment, or external access.
Create, use, and manage Agent Skills for Claude. Use when working with Skills, creating custom capabilities, or understanding how Skills extend Claude's functionality.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
Agent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-native
Guide creation of focused single-purpose agents following the One Agent One Prompt One Purpose principle.
Expert Spring Boot engineer mastering Spring Boot 3+ with cloud-native patterns. Specializes in microservices, reactive programming, Spring Cloud integration, and enterprise…
Expert SQL developer specializing in complex query optimization, database design, and performance tuning across PostgreSQL, MySQL, SQL Server, and Oracle.
Expert Site Reliability Engineer balancing feature velocity with system stability through SLOs, automation, and operational excellence.
Stealth 模式的浏览器自动化 MCP 工具，能够绕过反爬检测（如 Cloudflare、reCAPTCHA 等）。完全兼容 agent-browser API。当需要操作有反爬保护的网站时使用此工具，包括：(1) 访问受保护页面 (2) 自动登录需要验证的网站 (3) 表单填写和提交 (4) 截图和数据提取 (5) 持久化登录状态
Expert Swift developer specializing in Swift 5.9+ with async/await, SwiftUI, and protocol-oriented programming.
How to perform a live agent takeover of the Clawfinger voice gateway — dial, inject greetings, handle turns, release, and observe handback.
Terminal pet that lives in your statusline. 12 species, 5 stats (DEBUGGING, PATIENCE, CHAOS, WISDOM, SPEED).
Build and operate a multi-agent task queue in OpenClaw with priority queues, delayed/dead-letter queues, scheduling, retry/timeout control, dependency management, parallel…
Test-Driven Development for the Reactive Agents codebase. Effect-TS aware TDD with mandatory timeout flags, Effect.flip error testing, Layer isolation, and dangling-server…
Telemetry and observability patterns for AI agent systems. Structured multi-transport logging, OpenTelemetry traces/spans through action gates, crash diagnostics,…
Expert Terraform engineer specializing in infrastructure as code, multi-cloud provisioning, and modular architecture.
Run agent evaluation tests via `sf agent test run` against the target org's Testing Center. Produces severity-graded findings; CI mode emits SARIF for GitHub Code Scanning.
Expert test automation engineer specializing in building robust test frameworks, CI/CD integration, and comprehensive test coverage.
Test agent delegation patterns to verify hierarchy and escalation paths. Use after modifying agent structure.
Test automation specialist — applies general testing practice and Playwright-specific patterns (TypeScript POM, fixtures, CI, optional Gherkin/BDD).
Use when testing, evaluating, or building regression suites for Agentforce agents: conversation testing in Agent Builder, topic coverage and utterance testing, Testing API and…
Framework de test complet pour agents IA — tests unitaires, d'intégration, de bout en bout et adversariaux.
Test AI agent systems including tool use, multi-turn conversations, error recovery, and non-deterministic outputs.
Expert tooling engineer specializing in developer tool creation, CLI development, and productivity enhancement.