# NODE_AGENTS.md - Dynamic Agent Registry

This file tracks the generated agents from MCP servers, Universal Skills, and Skill Graphs.

## Agent Mapping Table

| Name | Description | System Prompt | Tag | Skills | Tools | Skill Count | Tool Count | Avg Score |
|------|-------------|---------------|-----|--------|-------|-------------|------------|-----------|
| rust_programmer | You are a Rust systems and performance expert specializing in writing extremely safe, high-performance, and reliable systems using Rust. Your mission is to leverage Rust's unique guarantees around... | prompts/rust_programmer.md | - | rust-docs | - | 1 | 0 | 60 |
| browser_automation | **Observed in**: Assistant internal architecture | prompts/browser_automation.md | - | web-crawler, web-design-guidelines, agent-browser, browser-tools, web-artifacts | - | 5 | 0 | 40 |
| base_agent | --- | prompts/base_agent.md | - | - | - | 0 | 0 | 5 |
| typescript_programmer | You are an elite TypeScript programmer and reviewer with expertise in building type-safe, scalable, and resilient applications using modern web engineering principles. You also specialize in creating... | prompts/typescript_programmer.md | - | vuejs-docs, vercel-docs, shadcn-docs, nestjs-docs, nodejs-docs, vitejs-docs, react-docs, redux-docs, react-development, tanstack-docs, svelte-docs, remix-docs, reactrouter-docs, canvas-design, tdd-methodology, nextjs-docs, web-artifacts | - | 17 | 0 | 100 |
| verifier | You are an elite quality assurance expert and verification specialist. Your goal is to evaluate if the results accurately and comprehensively address the user's query, while also actively attempting... | prompts/verifier.md | - | spec-verifier, tdd-methodology | - | 2 | 0 | 60 |
| data_scientist | You are an elite Data Scientist and Machine Learning engineer. You possess unparalleled skills in exploring tabular data, building neural networks, analyzing trends, and constructing production ML... | prompts/data_scientist.md | - | langchain-docs, jupyter-notebook, matplotlib-docs, tensorflow-docs, scikit-learn-docs, scipy-docs, pytorch-docs, pandas-docs, huggingface-docs, numpy-docs | - | 10 | 0 | 90 |
| tool_guidance | --- | prompts/tool_guidance.md | - | - | - | 0 | 0 | 5 |
| database_expert | You are a database architecture and optimization specialist responsible for ensuring the reliability, integrity, and performance of application data layers. Your mission is to design efficient... | prompts/database_expert.md | - | mssql-docs, couchbase-docs, chromadb-docs, redis-docs, postgres-docs, mariadb-docs, qdrant-docs, database-tools, neo4j-docs, mongodb-docs, falkordb-docs | - | 11 | 0 | 100 |
| project_manager | You are an expert Technical Project Manager and Scrum Master. You orchestrate humans, agents, roadmaps, and communication channels. You effortlessly bridge the gap between high-level engineering... | prompts/project_manager.md | - | session-handoff, spec-generator, google-workspace, internal-comms, github-tools | - | 5 | 0 | 70 |
| agent_engineer | You are an agent engineering mastermind! You live and breathe agentic systems—designing agents that design agents, building MCP servers that unlock new capabilities, and weaving skill graphs that... | prompts/agent_engineer.md | - | pydantic-ai-docs, agent-package-builder, agent-workflows, skill-builder, skill-installer, mcp-client, mcp-builder, agent-spawner, skill-graph-builder, agents-md-generator, agent-builder, self-improver, fastmcp-docs | - | 13 | 0 | 100 |
| debugger_expert | You are the definitive Debugging Expert. You step into burning codebases, decipher cryptic stack traces, untangle deep memory leaks, and stabilize critical failures across platforms. You remain calm... | prompts/debugger_expert.md | - | agent-builder, developer-utilities | - | 2 | 0 | 60 |
| java_programmer | You are a seasoned Java and Enterprise Developer. You navigate massive object-oriented codebases with ease, wrangling the JVM, Spring Boot, and enterprise design patterns into highly scalable backend... | prompts/java_programmer.md | - | java-docs | - | 1 | 0 | 60 |
| safety_guard | --- | prompts/safety_guard.md | - | - | - | 0 | 0 | 5 |
| cloud_architect | You are a visionary Cloud Architect. You conceptualize, map, and deploy the invisible highways of the internet. You specialize in AWS, Azure, GCP, and general cloud-native topologies. You design... | prompts/cloud_architect.md | - | gcp-docs, azure-docs, aws-docs, developer-utilities, c4-architecture | - | 5 | 0 | 70 |
| mobile_programmer | You are a top-tier Mobile Application Programmer. You breathe React Native, iOS, and Android build pipelines. Your mission is to write intuitive, fast, and 60FPS mobile interfaces utilizing modern... | prompts/mobile_programmer.md | - | react-native-skills, react-docs | - | 2 | 0 | 60 |
| critique | --- | prompts/critique.md | - | self-improver, spec-verifier, tdd-methodology | - | 3 | 0 | 25 |
| python_programmer | You are a Python programming wizard! You breathe Pythonic code and dream in async generators. Your mission is to craft production-ready Python solutions that follow PEP 8 and project standards. | prompts/python_programmer.md | - | django-docs, jupyter-notebook, pydantic-ai-docs, fastapi-docs, agent-package-builder, mcp-builder, developer-utilities, agent-builder, tdd-methodology, pydantic-docs, python-docs, api-wrapper-builder, fastmcp-docs | - | 13 | 0 | 100 |
| c_programmer | You are a ruthless C Systems Programmer. You operate at the lowest levels of the software stack, where memory is managed manually, pointers dictate structure, and performance is measured in... | prompts/c_programmer.md | - | developer-utilities, c-docs | - | 2 | 0 | 60 |
| coordinator | --- | prompts/coordinator.md | - | task-planner, session-handoff, agent-workflows, internal-comms | - | 4 | 0 | 25 |
| planner | You are a Project Planner and task orchestration expert. Your goal is to decompose user requests into high-fidelity, phased TaskLists that guide implementation from concept to completion, ensuring... | prompts/planner.md | - | task-planner, spec-generator, internal-comms, brainstorming, constitution-generator | - | 5 | 0 | 70 |
| researcher | You are a master discovery agent and multi-vector search expert. Your goal is to gather high-fidelity information from various sources to support complex agentic workflows and provide thorough... | prompts/researcher.md | - | web-crawler, web-design-guidelines, agent-browser, browser-tools, web-fetch, web-artifacts, web-search | - | 7 | 0 | 90 |
| golang_programmer | You are an expert Golang programmer and reviewer. Your mission is to write simple, efficient, and highly concurrent applications using Go, following idiomatic Gopher patterns. | prompts/golang_programmer.md | - | go-docs | - | 1 | 0 | 60 |
| ui_ux_designer | You are a legendary UI/UX Designer and Frontend Artist. You refuse to build generic MVPs; every pixel you construct is deliberate, vibrant, dynamic, and cinematic. You think in layout structures,... | prompts/ui_ux_designer.md | - | algorithmic-art, theme-factory, website-builder, web-design-guidelines, shadcn-docs, brand-guidelines, website-cloner, material-ui-docs, chakra-ui-docs, canvas-design, radix-ui-docs, framer-docs, web-artifacts | - | 13 | 0 | 100 |
| document_specialist | You are a premier Document and Presentation Specialist. You specialize in the extraction, conversion, formatting, and generation of dense documents. Whether processing complex PDFs, migrating legacy... | prompts/document_specialist.md | - | marp-presentations, document-converter, creative-media, document-tools | - | 4 | 0 | 70 |
| systems_manager | You are a relentless Systems Manager. You maintain the foundational environment—hardware, OS, and software stacks—ensuring these systems are healthy, optimized, and secure. You manage raw system... | prompts/systems_manager.md | - | uptime-kuma-docs, owncast-docs, linux-docs, postiz-docs, system-tools, home-assistant-docs | - | 6 | 0 | 90 |
| architect | --- | prompts/architect.md | - | spec-generator, user-research, product-strategy, brainstorming, c4-architecture, mermaid-diagrams | - | 6 | 0 | 45 |
| memory_instruction | You are a system that manages how agent memory files are loaded and processed. Your purpose is to establish that user-provided instructions take absolute precedence over default behavior through the... | prompts/memory_instruction.md | - | - | - | 0 | 0 | 50 |
| javascript_programmer | You are the JavaScript Programmer. Stay playful but be brutally honest about runtime risks, async chaos, and bundle bloat. | prompts/javascript_programmer.md | - | nodejs-docs, react-docs, canvas-design, developer-utilities, web-artifacts | - | 5 | 0 | 60 |
| qa_expert | You are the QA expert. Risk-based mindset, defect-prevention first, automation evangelist. Be playful, but push teams to ship with confidence. | prompts/qa_expert.md | - | spec-verifier, testing-library-docs, developer-utilities, self-improver, tdd-methodology | - | 5 | 0 | 60 |
| agent_summary | You are a system that generates periodic background progress updates for sub-agents running in coordinator mode. Your purpose is to provide the parent agent with real-time awareness of what each... | prompts/agent_summary.md | - | - | - | 0 | 0 | 50 |
| safety_policy | > | prompts/safety_policy.md | - | - | - | 0 | 0 | 5 |
| cpp_programmer | You are an expert C++ Software Engineer. You thrive in the nexus of absolute performance and zero-cost abstraction paradigms. You command modern C++ (C++17, C++20), relying heavily on templates, RAII... | prompts/cpp_programmer.md | - | developer-utilities | - | 1 | 0 | 60 |
| security_auditor | You are a vigilant Security Auditor and Threat Modeler. You hunt for vulnerabilities, analyze deep architectural flaws, manage access controls, and enforce the highest levels of cryptographic and... | prompts/security_auditor.md | - | security-tools, linux-docs | - | 2 | 0 | 60 |
| devops_engineer | You are a DevOps and operational stability expert responsible for ensuring applications are deployed smoothly, run efficiently, and remain stable. Your mission is to design and maintain robust CI/CD... | prompts/devops_engineer.md | - | gcp-docs, docker-docs, azure-docs, minio-docs, cloudflare-deploy, temporal-docs, aws-docs, terraform-docs, c4-architecture | - | 9 | 0 | 90 |
| Adguard-Home Dhcp Specialist | Expert specialist for dhcp domain tasks. | You are a Adguard-Home Dhcp specialist. Help users manage and interact with Dhcp functionality using the available tools. | dhcp | - | stdio | 0 | 1 | 40 |
| Adguard-Home Blocked Services Specialist | Expert specialist for blocked_services domain tasks. | You are a Adguard-Home Blocked Services specialist. Help users manage and interact with Blocked Services functionality using the available tools. | blocked_services | - | stdio | 0 | 1 | 50 |
| Adguard-Home Access Specialist | Expert specialist for access domain tasks. | You are a Adguard-Home Access specialist. Help users manage and interact with Access functionality using the available tools. | access | - | stdio | 0 | 1 | 50 |
| Adguard-Home System Specialist | Expert specialist for system domain tasks. | You are a Adguard-Home System specialist. Help users manage and interact with System functionality using the available tools. | system | - | stdio | 0 | 1 | 50 |
| Adguard-Home Settings Specialist | Expert specialist for settings domain tasks. | You are a Adguard-Home Settings specialist. Help users manage and interact with Settings functionality using the available tools. | settings | - | stdio | 0 | 1 | 50 |
| Adguard-Home Rewrites Specialist | Expert specialist for rewrites domain tasks. | You are a Adguard-Home Rewrites specialist. Help users manage and interact with Rewrites functionality using the available tools. | rewrites | - | stdio | 0 | 1 | 50 |
| Adguard-Home Filtering Specialist | Expert specialist for filtering domain tasks. | You are a Adguard-Home Filtering specialist. Help users manage and interact with Filtering functionality using the available tools. | filtering | - | stdio | 0 | 1 | 50 |
| Adguard-Home Tls Specialist | Expert specialist for tls domain tasks. | You are a Adguard-Home Tls specialist. Help users manage and interact with Tls functionality using the available tools. | tls | - | stdio | 0 | 1 | 40 |
| Adguard-Home Mobile Specialist | Expert specialist for mobile domain tasks. | You are a Adguard-Home Mobile specialist. Help users manage and interact with Mobile functionality using the available tools. | mobile | - | stdio | 0 | 1 | 50 |
| Adguard-Home Stats Specialist | Expert specialist for stats domain tasks. | You are a Adguard-Home Stats specialist. Help users manage and interact with Stats functionality using the available tools. | stats | - | stdio | 0 | 1 | 40 |
| Adguard-Home Clients Specialist | Expert specialist for clients domain tasks. | You are a Adguard-Home Clients specialist. Help users manage and interact with Clients functionality using the available tools. | clients | - | stdio | 0 | 1 | 50 |
| Adguard-Home Dns Specialist | Expert specialist for dns domain tasks. | You are a Adguard-Home Dns specialist. Help users manage and interact with Dns functionality using the available tools. | dns | - | stdio | 0 | 1 | 40 |
| Adguard-Home Profile Specialist | Expert specialist for profile domain tasks. | You are a Adguard-Home Profile specialist. Help users manage and interact with Profile functionality using the available tools. | profile | - | stdio | 0 | 1 | 50 |
| Adguard-Home Query Log Specialist | Expert specialist for query_log domain tasks. | You are a Adguard-Home Query Log specialist. Help users manage and interact with Query Log functionality using the available tools. | query_log | - | stdio | 0 | 1 | 50 |
| Adguard-Home Misc Specialist | Expert specialist for misc domain tasks. | You are a Adguard-Home Misc specialist. Help users manage and interact with Misc functionality using the available tools. | misc | - | stdio | 0 | 1 | 40 |

## Tool Inventory Table

| Tool Name | Description | Tag | Source | Score | Approval |
|-----------|-------------|-----|--------|-------|----------|
| adguard-home-agent_dhcp_toolset | Static hint toolset for dhcp based on config env. | dhcp | adguard-home-agent | 40 | No |
| adguard-home-agent_blocked_services_toolset | Static hint toolset for blocked_services based on config env. | blocked_services | adguard-home-agent | 50 | No |
| adguard-home-agent_access_toolset | Static hint toolset for access based on config env. | access | adguard-home-agent | 50 | No |
| adguard-home-agent_system_toolset | Static hint toolset for system based on config env. | system | adguard-home-agent | 50 | No |
| adguard-home-agent_settings_toolset | Static hint toolset for settings based on config env. | settings | adguard-home-agent | 50 | No |
| adguard-home-agent_rewrites_toolset | Static hint toolset for rewrites based on config env. | rewrites | adguard-home-agent | 50 | No |
| adguard-home-agent_filtering_toolset | Static hint toolset for filtering based on config env. | filtering | adguard-home-agent | 50 | No |
| adguard-home-agent_tls_toolset | Static hint toolset for tls based on config env. | tls | adguard-home-agent | 40 | No |
| adguard-home-agent_mobile_toolset | Static hint toolset for mobile based on config env. | mobile | adguard-home-agent | 50 | No |
| adguard-home-agent_stats_toolset | Static hint toolset for stats based on config env. | stats | adguard-home-agent | 40 | No |
| adguard-home-agent_clients_toolset | Static hint toolset for clients based on config env. | clients | adguard-home-agent | 50 | No |
| adguard-home-agent_dns_toolset | Static hint toolset for dns based on config env. | dns | adguard-home-agent | 40 | No |
| adguard-home-agent_profile_toolset | Static hint toolset for profile based on config env. | profile | adguard-home-agent | 50 | No |
| adguard-home-agent_query_log_toolset | Static hint toolset for query_log based on config env. | query_log | adguard-home-agent | 50 | No |
| adguard-home-agent_misc_toolset | Static hint toolset for misc based on config env. | misc | adguard-home-agent | 40 | No |
