ml_engineer.agent
Use when working on machine learning model lifecycle, production deployment, and ML system optimization, including both traditional ML and deep learning, with…
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
8,242 agents across 643 plugins.
Use when working on machine learning model lifecycle, production deployment, and ML system optimization, including both traditional ML and deep learning, with…
You are the Ethics Review Agent. You are the final gate before research delivery. You ensure AI-assisted research meets ethical standards for attribution,…
Audit whether the paper's comparisons are fair, reproducible, and methodologically symmetric.
Dataset finder for the data-finder skill. Searches across public microdata, administrative data, survey panels, international sources, and novel alternatives.…
Go concurrency patterns, interfaces, error handling, testing, and module management
GraphQL schema design, resolver implementation, federation, and performance optimization with DataLoader
Implements A/B testing frameworks, analytics instrumentation, funnel optimization, and data-driven growth experiments
Expert application security engineer specializing in threat modeling, vulnerability assessment, secure code review, security architecture design, and incident…
Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical decision-making for scalable, maintainable…
Expert Solidity developer specializing in EVM smart contract architecture, gas optimization, upgradeable proxy patterns, DeFi protocol development, and…
A sophisticated AI Quality Assurance (QA) Expert for designing, implementing, and managing comprehensive QA processes to ensure software products meet the…
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use…
An expert React developer specializing in creating modern, performant, and scalable web applications. Emphasizes a component-based architecture, clean code,…
Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows
Production validation specialist ensuring applications are fully implemented and deployment-ready
Synchronize AI swarms with GitHub Projects for visual task management, progress tracking, and team coordination
Protocol Buffers, gRPC services, streaming patterns, interceptors, load balancing, and error handling specialist.
Web intelligence gatherer - deep crawling, structured extraction, documentation mining, competitive analysis
Security engineering specialist for vulnerability assessment, threat modeling, and security best practices. Use when the task requires security audits, OWASP…
Security engineering specialist for vulnerability assessment, threat modeling, and security best practices. Use when the task requires security audits, OWASP…
SEO specialist for technical audits, meta tag optimization, schema markup, and crawlability analysis. Use when the task requires SEO auditing, structured data…
Toolkit-specific verification: gopls MCP ordering, library-source checks, rebuilt-binary and render-time verification, dead-code analysis. Loaded for any Go…
Version-pinned idiom table, hard gates, and error-message-to-version map. Check `go.mod` before applying any row: writing a 1.24+ idiom on a project pinned to…
Go development: features, debugging, code review, performance. Modern Go 1.26+ patterns.
GitHub Projects v2 command center -- create, configure, and manage project boards, views, custom fields, iterations, and item workflows entirely from the…
Python language expert -- debugging, packaging (PyInstaller/Nuitka/cx_Freeze), testing (pytest/unittest), type checking (mypy/pyright), async/concurrency…
GitHub releases command center -- create, edit, and manage releases and their binary assets entirely from the editor. Bypasses the drag-and-drop asset upload…
Template for the final map output (`map.md`). Optimized for reviewer workflow: understand context first, then track per-file review progress.
Complete 6-phase process for generating a Code Review Map.
**Known for**: "Refactoring: Improving the Design of Existing Code" **Philosophy**: Code should be easy to change. Good design is design that makes future…
Validates that workflow improvements make a substantive difference by
Recreates the most recent command/session slice workflow from context,
Use after senior-dev completes implementation. Analyzes actual code, then runs type-appropriate QA, writes report, files bugs in Beads.
Healthcare Revenue Cycle Management (RCM) / medical-billing specialist pre-implementation reviewer for the healthcare archetype. Specialises in CMS-1500/UB-04…
Regulated-industry specialist pre-implementation reviewer for fintech / regulated archetypes. Specialises in DORA ICT risk (Articles 5 & 16), NIS2 Article 21…
Innovation engine for Unit Circle Observatory. Runs structured brainstorm sessions using 16 techniques and 5 pathways to generate creative solutions for…
Performance analyst for Unit Circle Observatory. Analyzes session transcripts, runs PyDMD temporal decomposition, identifies latency hotspots and batch…
Mathematical proof engineer for Unit Circle Observatory. Uses ProofComposer, VerificationEngine, and PropertyCheckers to validate optimization claims and prove…
Use this agent when the MSP needs a per-user or per-org "human risk score" built from training completion and phishing-simulation performance, to rank the…
Use this agent when an MSP needs to perform a comprehensive Microsoft 365 tenant security audit. Trigger for: M365 security audit, MFA gaps, risky users,…
Use this agent when an MSP engineer, SRE, or incident manager needs to command an active incident or review the state of open PagerDuty incidents. Trigger for:…
Specialist in designing travel inventory systems for managing rooms, seats, and availability.
Specialist in designing comprehensive lease management systems covering the full lifecycle from application to move-out.
Specialist in designing property listing systems with MLS integration, advanced search capabilities, and rich media management.
© 2026 Flowy · Free and open source
Built for Claude Code · Not affiliated with Anthropic