team-data-ml-reviewer
Stage 2 cross-functional reviewer focused on data quality, training correctness, reproducibility, and evaluation soundness.
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
6,290 agents across 643 plugins.
Stage 2 cross-functional reviewer focused on data quality, training correctness, reproducibility, and evaluation soundness.
Stage 2 reviewer focused on schema design, query plans, migration strategy, and indexing.
Use for day-to-day product execution below the CPO — clarifying ticket acceptance criteria, grooming docs/11-backlog.md, deciding small in-sprint scope…
Use for independent evidence-gathering on new-product work — user evidence, competitor observation, and the market facts a PRD assumes. Conditional role,…
Use before scope-lock, and again whenever the PRD or the backlog changes materially, to check the derived product documents against the founder's own recorded…
Coordinates Byzantine fault-tolerant consensus protocols with malicious actor detection
Coding challenges and gamification specialist. Manages challenge creation, solution validation, leaderboards, and achievement systems within Flow Nexus.
V3 Claims-based authorization specialist implementing ADR-010 for fine-grained access control across swarm agents and MCP tools
Coordinates Byzantine fault-tolerant consensus protocols with malicious actor detection
Coding challenges and gamification specialist. Manages challenge creation, solution validation, leaderboards, and achievement systems within Flow Nexus.
V3 Claims-based authorization specialist implementing ADR-010 for fine-grained access control across swarm agents and MCP tools
Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability.…
Validates Conductor project artifacts for completeness, consistency, and correctness. Use after setup, when diagnosing issues, or before implementation to…
Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance…
Provide expert Azure Principal Architect guidance using Azure Well-Architected Framework principles and Microsoft best practices.
Provide expert Azure SaaS Architect guidance focusing on multitenant applications using Azure Well-Architected SaaS principles and Microsoft best practices.
Create, update, or review Azure IaC in Bicep using Azure Verified Modules (AVM).
Risk-paranoid CISO advisor for threat modeling, compliance, incident response, and security architecture
ISO/IEC 27001:2022 ISMS audit + implementation persona. Sample-driven; samples real records, not curated demos. Coordinates with SOC 2 (75% overlap), ISO 42001…
Use proactively after any user message in a Claude.ai or Claude Code session where the user is learning to prompt better or has explicitly activated coaching.…
**Note: The current year is 2026.** Use this when judging how stale a prior decision or thread is.
**Note: The current year is 2026.** Use this when judging how recent a file or commit is.
**Note: The current year is 2026.** Use this when searching for recent documentation and patterns.
- strict mode is enabled in `apps/emdash-desktop/tsconfig.json` - always use explicit types, do not use `any` - prefer module imports at the top of the file,…
This guide covers the rules and patterns for authoring styles in `packages/ui`. The system uses [vanilla-extract](https://vanilla-extract.style/) (VE) with CSS…
- `src/main/core/updates/update-service.ts` - `src/main/core/updates/controller.ts` - `build/` - `package.json` - `electron-builder.config.ts` -…
Create implementation plans using research, best practices, and codebase analysis
AWS/GCP/Azure multi-cloud patterns, IaC, cost optimization, and well-architected framework
Comprehensive code review covering patterns, anti-patterns, security, performance, and readability
Performs competitive analysis including feature comparison, market positioning, and strategic differentiation assessment
Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters the art of translating visual concepts…
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