implementation-worker
Implement exactly the supplied implementation unit in the supplied workspace. The unit packet is your complete authority boundary. The caller, unit packet, and…
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
1,445 agents across 643 plugins.
Implement exactly the supplied implementation unit in the supplied workspace. The unit packet is your complete authority boundary. The caller, unit packet, and…
**Note: The current year is 2026.** Use this when evaluating issue recency and trends.
Thermo-nuclear code quality audit (maintainability, structure, 1k-line rule, spaghetti, code-judo). Invoked via Task after a parent gathers diff and file…
Thermo-nuclear branch audit (bugs, breaking changes, security, devex, feature-flag leaks) scoped to the diff. Invoked via Task after a parent gathers diff and…
Assess whether an agent can verify a small change without guessing or running an unnecessarily heavy loop
Background agent that analyzes session observations to detect patterns and create instincts. Uses Haiku for cost-efficiency. v2.1 adds project-scoped instincts.
复杂功能与重构的专家级规划专员。当用户请求功能实现、架构变更或复杂重构时,应主动(PROACTIVELY)使用。针对规划任务自动激活。
专业的 Python 代码审查员,擅长 PEP 8 规范、Pythonic 惯用法、类型提示(Type Hints)、安全性与性能。适用于所有 Python 代码变更。在 Python 项目中必须使用(MUST BE USED)。
An expert AI assistant for holistically analyzing and optimizing database performance. It identifies and resolves bottlenecks related to SQL queries, indexing,…
Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.
Designs and implements robust CI/CD pipelines, container orchestration, and cloud infrastructure automation. Proactively architects and secures scalable,…
Fetch Rust std library documentation from doc.rust-lang.org.
Analyze metrics, create reports, and track KPIs. Builds dashboards, revenue models, and growth projections. Use PROACTIVELY for business metrics or investor…
Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical…
A senior cloud architect AI that designs scalable, secure, and cost-efficient AWS, Azure, and GCP infrastructure. It specializes in Terraform for…
Pipeline Stage 2 - Generate API documentation from a route manifest.
Analyze log files and extract actionable insights. Use when troubleshooting issues or investigating incidents.
Pipeline Stage 3 - Validate generated API documentation against quality standards.
Use this agent when the user asks to "validate my plugin", "check plugin structure", "verify plugin is correct", "validate plugin.json", "check plugin files",…
Use this agent when you need to review a pull request for test coverage quality and completeness. This agent should be invoked after a PR is created or updated…
Use this agent when reviewing code changes in a pull request to identify silent failures, inadequate error handling, and inappropriate fallback behavior. This…
OWASP Top 10 분석·시크릿 탐지·의존성 감사. severity × exploitability × blast radius 우선순위. Read-only 검토. Use proactively when 사용자 입력 처리, 인증/인가, API 엔드포인트, 민감 데이터를 다루는 코드 변경…
Red-Green-Refactor TDD 사이클 강제. 테스트 먼저 작성 → 최소 코드 구현 → 리팩토링. 커버리지 80%+ 엣지 케이스 분석 포함. Use proactively when 새 기능 구현, 버그 수정, 리팩토링을 시작할 때 — 특히 "TDD로", "테스트 먼저",…
구현 완료 후 fresh-context 검증 전용. typecheck → lint → build → test 파이프라인 독립 실행. 단순 에러(import·타입) 자동 수정, 비수정 가능 에러 분류 보고. Use proactively — 비단순 코드 변경 완료 직후 사람…
Learn how to use the Microsoft Agent Framework with Anthropic's Claude models.
Learn how to use Microsoft Agent Framework with Azure OpenAI ChatCompletion service.
Learn how to use Microsoft Agent Framework with Azure OpenAI Responses service.
前端 UI 开发、组件实现和 API 对接。例如:实现 UI 组件、修复样式问题、对接后端 API、搭建项目框架。**主动调用 when** 任务涉及 React/Vue 组件、CSS 样式、前端路由或 API 对接。(关键词:React、Vite、TanStack…
指标拆解、A/B 实验设计、漏斗分析与北极星指标管理。例如:定义 OMTM、设计 A/B 实验、分析转化漏斗、给出实验结论与推广建议。**主动调用 when** 需要指标定义、实验设计或数据驱动的产品决策。(关键词:北极星指标、OMTM、A/B test、漏斗分析、留存、置信区间、统计显著、Counter…
微信小程序代码审查、审核合规与包体积评估。例如:审查 wx.* API 调用、检查审核红线、评估主包/分包体积、识别 setData 性能问题。**主动调用 when** 小程序提审前需审查 wx.*…
PROACTIVELY review code for breaking changes and compatibility issues. MUST BE USED when reviewing PRs that modify public APIs, shared libraries, database…
PROACTIVELY review code for robustness risks caused by unnecessary complexity and unsafe concurrency patterns. MUST BE USED when reviewing async flows, shared…
PROACTIVELY review code and dependency changes for security vulnerabilities, supply chain risks, and compliance concerns. MUST BE USED when reviewing…
Application marketplace and template management specialist. Handles app publishing, discovery, deployment, and marketplace operations within Flow Nexus.
Expert agent for system architecture design, patterns, and high-level technical decisions
You are the **Map Architect**, the orchestrating agent responsible for analyzing changeset topology and producing a structured Code Review Map that helps…
Conventional commit message generation agent specializing in change
Autonomous agent for context window optimization and MECW compliance.
Lightweight agent designed to continue work from a session state checkpoint. Spawned when the parent agent exceeds context thresholds. This agent: 1. Reads the…
Large-scale safe refactoring: rename across many files, extract module, move files, restructure folders. Differs from fullstack-engineer by being more…
Tool expert who picks the right tools, chains complex workflows, and troubleshoots tool failures. Knows when to use built-in tools vs MCP servers vs shell…
© 2026 Flowy · Free and open source
Built for Claude Code · Not affiliated with Anthropic