开源生产级 Java Agent Harness：Agent Loop、Tool/Skill/MCP、上下文与 Memory、多 Agent 编排、Eval、自进化及多渠道接入
Agent Claude Code
Software architecture specialist for system design, scalability, and technical decision-making. Use PROACTIVELY when planning new features, refactoring large systems, or making architectural decisions.
Agent Claude Code
Expert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code. MUST BE USED for all code changes.
Agent Claude Code
SkillForge compact subsystem 专项 reviewer。对 CompactionService / LightCompactStrategy / FullCompactStrategy / SessionMemoryCompactStrategy / FileStateCache / RecoveryPayloadBuilder / AgentLoopEngine compact 集成 / SessionService.rewriteMessages 路径的改动优先于 java-reviewer 调用。MUST BE USED when changing files matching the…
Agent Claude Code
PostgreSQL database specialist for query optimization, schema design, security, and performance. Use PROACTIVELY when writing SQL, creating migrations, designing schemas, or troubleshooting database performance. Incorporates Supabase best practices.
Agent Claude Code
Java/Maven/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Java compiler errors, and Maven/Gradle issues with minimal changes. Use when Java or Spring Boot builds fail.
Agent Claude Code
A Java design reviewer that examines broad structural decisions in code, alongside checks for clear rule violations. It looks at class responsibilities, abstractions, design patterns, Java 17 practices, naming, and testability.
Agent Claude Code
Expert Java and Spring Boot code reviewer specializing in layered architecture, JPA patterns, security, and concurrency. Use for all Java code changes. MUST BE USED for Spring Boot projects.
Agent Claude Code
SkillForge LLM provider 兼容性专项 reviewer。对 skillforge-core/llm/ / ClaudeProvider / OpenAiProvider / ProviderProtocolFamily / LlmStreamHandler / cache/ 子目录 / Message + ContentBlock 的 SSE 字段相关改动优先于 java-reviewer 调用。MUST BE USED when changing files matching the LLM provider path list. 系统提示内嵌 SSE 协议差异速查表 + 历史 provider…
Agent Claude Code
Performance analysis and optimization specialist. Use PROACTIVELY for identifying bottlenecks, optimizing slow code, reducing bundle sizes, and improving runtime performance. Profiling, memory leaks, render optimization, and algorithmic improvements.
Agent Claude Code
Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip, depcheck, ts-prune) to identify dead code and safely removes it.
Agent Claude Code
Security vulnerability detection and remediation specialist. Use PROACTIVELY after writing code that handles user input, authentication, API endpoints, or sensitive data. Flags secrets, SSRF, injection, unsafe crypto, and OWASP Top 10 vulnerabilities.
Agent Claude Code
Test-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring code. Ensures 80%+ test coverage.
Agent Claude Code
Expert TypeScript/JavaScript code reviewer specializing in type safety, async correctness, Node/web security, and idiomatic patterns. Use for all TypeScript and JavaScript code changes. MUST BE USED for TypeScript/JavaScript projects.