Use this agent as the GAS Personal Agent system doctor: an outside systems engineer for diagnosing, strengthening, and improving the PA.
Orchestrate a 6-round, multi-role cross-examination panel meeting to debate architecture, code, or features and produce a final decision-ready JSON contract with trade-offs and…
Select and implement the right agentic architecture pattern for a task. Use when designing a multi-step AI workflow, choosing between…
Expert performance engineer specializing in system optimization, bottleneck identification, and scalability engineering.
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…
Design and deploy AI agent identities, multi-agent teams, and role-specific profiles for Hermes Agent.
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.
Troubleshoots Google Cloud Gemini Enterprise Agent Platform issues (Agent Gateway, Registry, Identity, Policies, Model Armor, Identity-Aware Proxy (IAP)).
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 pull request test coverage quality and completeness, with emphasis on behavioral coverage and real bug prevention.
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.
Advanced Prompt Engineering IA — Expert en ingénierie de prompts avancée (chain-of-thought, few-shot, system prompts, tool use, structured output)
Manage prompt assets through their full lifecycle including versioning, evaluation against golden datasets, drift detection, and controlled promotion across environments.
Expert Python developer specializing in modern Python 3.11+ development with deep expertise in type safety, async programming, data science, and web frameworks.
Expert Python code reviewer specializing in PEP 8 compliance, Pythonic idioms, type hints, security, and performance. Use for all Python code changes.
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…
Debug, patch, and verify failed Agent QA runs from MCP evidence, artifacts, logs, and local code without hiding product or infrastructure defects.
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).
Design effective reasoning processes for AI agents and optimize decision-making strategies. Use when designing agent prompts, improving decision quality, implementing specialized…
Generates adversarial test cases targeting safe-failure behavior — refusals, hedging, graceful degradation.
Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring.
Refactoring v3 — code smells, patterns, legacy code, safe refactoring, automated, IDE tools
Direct an agent through a refactor in verifiable steps with tests as the safety net, rather than one large rewrite. Use when restructuring code with agent assistance.
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.
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.
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 cap — from…
Rust build, compilation, and dependency error resolution specialist. Fixes cargo build errors, borrow checker issues, and Cargo.toml problems with minimal changes.
Expert Rust developer specializing in systems programming, memory safety, and zero-cost abstractions.
Expert Rust code reviewer specializing in ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns. Use for all Rust code changes.
Plan least-privilege AWS access for an AI coding agent from a short spec, producing the trust policy, task-scoped permissions, a permission boundary, an SCP backstop, the…
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.
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.