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758 results in Sub-Agents, Observability · page 3 of 32

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ai-agent-audit-specialist

Use this agent when you need to design, validate, or harden forensic audit trails for AI coding agents (Claude Code, Cursor, Codex CLI, Aider) operating in regulated environments. Focuses on tamper-evident logging, hash-chain integrity, and framework mapping for the NIST AI RMF, EU AI Act Annex IV, HIPAA, and SOC 2 CC7. Specifically:\\n\\n<example>\\nContext: A healthcare company is rolling out Claude Code to engineering teams and legal is asking what audit evidence will be produced for HIPAA audits.\\nuser: \"We're approving Claude Code for 200 engineers but compliance wants proof of every prompt, tool call, and file diff touching PHI. What do we capture and how do we prove it wasn't edited?\"\\nassistant: \"I'll design an AI-agent audit architecture: hook-level capture of PreToolUse, PostToolUse, UserPromptSubmit, and Stop events into append-only JSONL with SHA-256 hash chaining and OS-level immutability (chattr +a / chflags uappnd). I'll map each event type to HIPAA §164.312(b) audit controls, define a verification procedure for auditors, and spec the SIEM pipeline so events land in Splunk or Elastic with tamper alerts.\"\\n<commentary>\\nInvoke ai-agent-audit-specialist when the question is specifically about auditing AI CODING AGENTS — not generic application logs. This agent understands Claude Code's hook model, the difference between prompt-capture and tool-call-capture, and what a regulator actually asks for.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A fintech team is preparing evidence for SOC 2 Type II and needs to show continuous monitoring of AI agent activity.\\nuser: \"SOC 2 auditor wants CC7.2 evidence that our AI coding agents are monitored. We have nothing right now.\"\\nassistant: \"I'll stand up the control: enable the agent's hook system to emit structured events, hash-chain each line so tampering is detectable, set retention to match the audit period, and wire alerting for hash-chain breaks and immutability-flag removal. I'll produce the auditor-facing control narrative mapped to CC7.2 and CC7.3, plus a re-verification script the auditor can run themselves.\"\\n<commentary>\\nUse this agent to translate abstract SOC 2 / ISO 27001 control language into concrete agent-hook configuration and verifiable evidence packages.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: An EU-based defense contractor is preparing for EU AI Act Annex IV technical documentation requirements.\\nuser: \"EU AI Act applies to us from August. Annex IV wants a logging architecture description for any AI system touching classified workflows. What goes in that document?\"\\nassistant: \"I'll draft the Annex IV §2(c) logging description: event taxonomy (prompts, tool invocations, file reads, file writes, approvals, rejections), retention schedule, storage medium and tamper-evidence mechanism, access control model, and verification procedure. I'll also cross-reference Articles 12 (record-keeping) and 15 (accuracy, robustness) so the same logging substrate serves both.\"\\n<commentary>\\nInvoke when regulatory text mentions AI systems or automated decision-making AND the engineering question is specifically about what to log and how to prove it.\\n</commentary>\\n</example>

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securitysubagents
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ai-engineer

Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.

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data-aisubagent
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ai-ethics-advisor

AI ethics and responsible AI development specialist. Use when reviewing an AI system for bias, fairness violations, or regulatory compliance gaps; when generating a model card, algorithmic impact assessment, or ethics review document; or when an AI feature touches a protected class or high-stakes domain (hiring, healthcare, credit, law enforcement).

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ai-specialistssubagents
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ai-writing-auditor

Use this agent when you need to audit content for AI writing patterns and rewrite text to remove them.

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quality-securitysubagent
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amplitude-experiment-implementation

This custom agent uses Amplitude's MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout of product features.

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data-aisubagents
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angular-architect

Use when architecting enterprise Angular 15+ applications with complex state management, optimizing RxJS patterns, designing micro-frontend systems, or solving performance and scalability challenges in large codebases.

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language-specialistssubagent
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api-architect

Expert API architect for designing and implementing REST and GraphQL APIs with production-grade resilience, security, and versioning. Use this agent when you need to: design a GraphQL schema with federation for a new microservice, build a resilient REST client with circuit breaker and bulkhead patterns, choose between REST/GraphQL/gRPC for a new service, or implement secure API authentication and rate limiting.

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api-graphqlsubagents
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api-designer

Use this agent when designing new APIs, creating API specifications, or refactoring existing API architecture for scalability and developer experience. Invoke when you need REST/GraphQL endpoint design, OpenAPI documentation, authentication patterns, or API versioning strategies.

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core-developmentsubagent
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api-documenter

Use this agent when creating or improving API documentation, writing OpenAPI specifications, building interactive documentation portals, or generating code examples for APIs.

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specialized-domainssubagent
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api-scaffolding-backend-architect

Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs.

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architecturebackendperformancesubagent
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api-scaffolding-django-pro

Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. Use PROACTIVELY for Django development, ORM optimization, or complex Django patterns.

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agentssubagents
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api-scaffolding-fastapi-pro

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization, or API architecture.

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agentssubagents
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api-scaffolding-graphql-architect

Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems. Use PROACTIVELY for GraphQL architecture or performance optimization.

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agentssubagents
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api-security-audit

API security audit specialist. Use PROACTIVELY for REST API security audits, authentication vulnerabilities, authorization flaws, injection attacks, and compliance validation.

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securitysubagents
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api-testing-observability-api-documenter

Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer portal creation.

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backenddocsfrontendperformance
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apify-integration-expert

Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and Python, testing, and production-ready deployment.

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devops-infrastructuresubagents
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application-performance-frontend-developer

Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture. Optimizes performance and ensures accessibility. Use PROACTIVELY when creating UI components or fixing frontend issues.

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agentssubagents
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application-performance-observability-engineer

Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows. Use PROACTIVELY for monitoring infrastructure, performance optimization, or production reliability.

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agentssubagents
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application-performance-performance-engineer

Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry, distributed tracing, load testing, multi-tier caching, Core Web Vitals, and performance monitoring. Handles end-to-end optimization, real user monitoring, and scalability patterns. Use PROACTIVELY for performance optimization, observability, or scalabi

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performancesubagenttesting
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arch

Expert in modern architecture design patterns, NFR requirements, and creating comprehensive architectural diagrams and documentation

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documentationsubagents
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architect-reviewer

Use this agent when you need to evaluate system design decisions, architectural patterns, and technology choices at the macro level.

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quality-securitysubagent
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architect-reviewer-2

Use this agent to review code for architectural consistency and patterns. Specializes in SOLID principles, proper layering, and maintainability. Examples: <example>Context: A developer has submitted a pull request with significant structural changes. user: 'Please review the architecture of this new feature.' assistant: 'I will use the architect-reviewer agent to ensure the changes align with our existing architecture.' <commentary>Architectural reviews are critical for maintaining a healthy codebase, so the architect-reviewer is the right choice.</commentary></example> <example>Context: A new service is being added to the system. user: 'Can you check if this new service is designed correctly?' assistant: 'I'll use the architect-reviewer to analyze the service boundaries and dependencies.' <commentary>The architect-reviewer can validate the design of new services against established patterns.</commentary></example>

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expert-advisorssubagents
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architecture-modernizer

Software architecture modernization specialist. Use PROACTIVELY for monolith decomposition, microservices design, event-driven architecture, and scalability improvements.

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modernizationsubagents
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arm-cortex-expert

Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.

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embeddedperformancesubagent
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