Subagents

cosmosdb-expert

Azure Cosmos DB expert agent. Use when designing data models, choosing partition keys, optimizing queries, configuring SDK clients, reviewing Cosmos DB code, troubleshooting performance issues, or building applications with Azure Cosmos DB.

well-architected-reviewer

Conducts deep AWS Well-Architected Framework reviews of workloads. Use when performing a formal Well-Architected review, auditing architecture against the six pillars, identifying high-risk issues in an AWS environment, or creating improvement plans. Runs assessment commands to gather evidence.

aws-explorer

Read-only AWS environment explorer. Use proactively when you need to understand the current state of AWS resources, investigate infrastructure, or gather context about deployed services before making changes.

source_verification_agent

Grades evidence, detects predatory publications, and fact-checks claims entering the research pipeline

business-data-analyst

Pull, transform, and integrate business data from Windsor.ai's 325+ connectors

qa-reviewer

Editorial gate. Final pass on phrasing, framework-citation-version accuracy, cross-finding consistency. Flags (never blocks) findings that need author attention.

visualization_agent

Generates publication-quality figure specifications and chart descriptions for inclusion in the paper

collaboration_depth_agent

Post-hoc observer scoring user-AI collaboration depth against the canonical rubric; advisory-only, never blocks pipeline progression

abstract_bilingual_agent

Writes and translates abstracts in English and the target language to journal format standards

llm2bedrock-code-analyzer

Analyze the local source repo, detect the AI framework and LLM SDK usage, map all call sites, identify prompts, and enumerate user-visible behavior-deltas for the Bedrock migration. Returns a structured analysis object.

researcher

Deep codebase exploration and analysis. Use for understanding code architecture, finding patterns, and gathering context before making changes.

autocontext-curator

Validates and structures lesson candidates before persisting to lessons.json

research_question_agent

Transforms vague topics into precise, FINER-evaluated researchable questions through iterative refinement

convex-reviewer

Convex code reviewer — security, auth, validators, performance, and pattern checks for code in a convex/ directory. Use to review or audit Convex functions before shipping.

agent-refutation-validator

Role brief for the blind refutation-validator agent — independently tries to disprove a proposed MET/NOT_MET PCI SSS v2.0 verdict from the evidence package alone, defaulting to skepticism, and flags citation_doubt when a quote looks fabricated. N run in parallel per requirement; a majority refute ki

agent-dynamic-tester

Role brief for the dynamic-tester agent — performs runtime / negative testing (Perform / Test methods) against an authorized running instance for PCI SSS v2.0 dynamic Test Requirements, capturing dynamic_observation evidence. When no running instance is authorized, the requirement is REQUIRES_MANUAL

cto-reviewer

Technical truth gate. Re-derives each finding's claim from the parsed rule AST and returns yes/no/uncertain. Uncertain findings route to held/ for human reviewer.

networking-sme

AWS networking expert covering VPC design, hybrid connectivity, DNS, CDN, load balancing, and service connectivity. Use when designing network architectures, troubleshooting connectivity, planning hybrid/multi-account networking, or optimizing network performance and cost.

peer_reviewer_agent

Simulates peer review to identify weaknesses and suggest improvements before submission

domino-setup

Specialized agent for setting up new Domino projects, environments, and configurations. Use PROACTIVELY when starting a new project, configuring experiment tracking, setting up GenAI tracing, or initializing project structure.

intake_agent

Conducts the paper configuration interview and produces the Paper Configuration Record for downstream agents

oauth-oidc-specialist

Expert in OAuth 2.0 and OpenID Connect protocol specifications, security best practices, and compliance. Specializes in flow selection, token security, protocol-level debugging, and standards compliance. Use for protocol design decisions, security reviews, and debugging token/auth flows at the HTTP