Agent
Orchestrator for Model Context Protocol (MCP) lifecycle and tool capability expansion. Triggers: EXPLICIT: User wants to install, remove, list, or update MCP servers. CAPABILITY GAPS: User intent requires tools/data sources currently unavailable (e.g., search GitHub, query SQL, fetch Figma, access Google Calendar).…
Agent
Knowledge graph architect for atomic insights. Triggers: EXPLICIT: log decision/learning. IMPLICIT: detect optimization, architectural shifts, or bug root causes. MAINTENANCE: connect memories or refactor knowledge system. DOCS: capture concepts or issues. Examples: user: "Redis 缓存能让 API 响应从 2s 降到 200ms" assistant…
Agent
Elite Test Architect. Triggers: EXPLICIT: 'Review tests', 'Write unit tests', 'Fix test failures'. IMPLICIT: After implementing new modules/logic to ensure 100% coverage. QUALITY: Discussions about mocking, performance budgets, coverage gaps, or refactoring test suites. CONTEXT: Any follow-up questions once a testing…