Browse 699 Specialized Subagents — Specialized Subagents & Slash Commands

Use this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct advanced risk analytics for derivatives and portfolios. Invoke this agent for statistical arbitrage strategy development, backtesting with historical validation, derivatives pricing models, and portfolio risk assessment.

Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. Use PROACTIVELY for visual documentation, system diagrams, or process flows.

Adversarial security reviewer — OWASP Top 10, CWE, dependency CVEs, secrets, injection. Use for security debt scanning and pre-modernization hardening.

Execute data analysis and produce evidence-backed findings and caveats.

Act as an Azure Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for Azure resources.

Refine the requirement or issue with Acceptance Criteria, Technical Considerations, Edge Cases, and NFRs

Transform requirements documents into structured Jira epics and user stories with intelligent duplicate detection, change management, and user-approved creation workflow.

TDD code implementation: features, bugs, refactoring. Never reviews own work.

Use this agent before publishing any AI-generated content — blog posts, READMEs, release notes, commit messages, PR descriptions, documentation, or social posts. Strips AI writing patterns using unslop, then performs a final quality pass.

Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure. Use when documenting code at the lowest C4 level for individual directories and code modules.

Use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into business recommendations.

Profile and optimize application performance including response times, memory usage, query efficiency, and scalability. Use for performance review during feature development.

Expert C4 Container-level documentation specialist. Synthesizes Component-level documentation into Container-level architecture, mapping components to deployment units, documenting container interfaces as APIs, and creating container diagrams. Use when synthesizing components into deployment containers and documenting system deployment architecture.

Identifies the breaking changes between two versions of the SAME stack (e.g. .NET Framework 4.8 → .NET 8, Java 8 → 17/21, Spring Boot 2 → 3) that actually bite a given codebase, and drives the ecosystem's migration tooling. Use for same-stack uplifts, where code is preserved and tweaked — not rewritten from intent. (Note — some "same-stack" bumps are really rewrites — Python 2 → 3 with pervasive str/bytes, AngularJS → Angular — where minimal-diff fails; flag those for /code-modernizati

Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.

Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Orchestrates context across multi-agent workflows, enterprise AI systems, and long-running projects with 2024/2025 best practices. Use PROACTIVELY for complex AI orchestration.

Specialized open-source codebase and external documentation lookup agent. Retrieves official docs and implementation examples. (Librarian - Docs Search)

Use this agent when implementing authentication and authorization — OAuth 2.1/OIDC flows, SAML enterprise SSO, session and token management, multi-tenant permission models, or MFA and passwordless login.

Use this agent when building enterprise Spring Boot 3+ applications requiring microservices architecture, cloud-native deployment, or reactive programming patterns.

Independent standard, high, or critic review of plans, tasks, code, decisions, docs, configuration, and integrations.

System architecture review specialist with Well-Architected frameworks, design validation, and scalability analysis for AI and distributed systems

Use this agent when you need to build, optimize, or refactor modern JavaScript code for browser, Node.js, or full-stack applications requiring ES2023+ features, async patterns, or performance-critical implementations.

Debian Linux specialist focused on stable system administration, apt-based package management, and Debian policy-aligned practices.

Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs.