Memory Manager
Manage cross-agent persistent memory using a three-layer model (Identity/Session/Knowledge). Use when you need to search past decisions, actions, or learnings across conversations, or when you need to persist important information for future sessions. 当用户提到"记忆""memory""whiteboard""历史决策""跨会话""保存决策""查找历史"时触发。Prefer this for cross-session memory persistence; use brain-link or conversation-distiller…
Mcp Export
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Continuous Learning V2
Automatically learn reusable behaviors from agent sessions and evolve them into skills, commands, or agents. Use when the user wants to enable, tune, or review the newer automatic learning workflow, and prefer this over `continuous-learning` by default.
Skill Security Audit
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Runtime Bridge Sync
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Skill Observability
Record skill execution logs, generate usage statistics, find unused skills, and produce observability reports. Use when the user wants to track which skills are being used, find unused or high-failure-rate skills, or generate a monthly usage report. NOT for security scanning (use skill-security-audit), NOT for skill format validation (use skill-lint). 当用户提到"可观测""执行日志""使用统计""未使用 skill""月度报告""obser…
Skill Lint
Repository-wide lint workflow for skill frontmatter, description routing quality, and high-risk body inconsistencies. Use when the user wants to lint a shared skills repository, enforce skill metadata conventions, or review skills after a bulk refactor or cleanup.
Agent Orchestrator
Validate and plan linear skill chains defined in YAML. Reads IO contracts from skill frontmatter, verifies type compatibility between chained steps, and outputs step-by-step execution plans. Use when the user wants to orchestrate multiple skills in sequence, validate a chain definition, or see an execution plan for a multi-skill pipeline. 当用户提到"编排""orchestrate""chain""pipeline""串联 skill""执行链"时触发。…
Knowledge Search
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Scheduled Tasks
Manage and run scheduled periodic tasks using cron. Supports two levels - Level 1 for agent-free script execution and Level 2 for agent-assisted intelligent tasks. Use when the user wants to automate periodic tasks, install/remove cron jobs, list scheduled tasks, or run a task manually. NOT for one-off task execution (just run the command), NOT for skill orchestration chains (use agent-orchestrat…
Skill Admission
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Conversation Distiller
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Sync To Brain
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L2 Capture
Capture concise L2 Whiteboard memory entries on top of memory-manager. Use when the user says "记到L2", "写入白板", "提炼成 L2 记忆", "记下这个决策", or wants 1-3 shared decision/action/learning entries extracted from the current task or conversation. Prefer this over calling memory-update.py directly for normal L2 writes.
L3 Sync
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Runtime Doctor
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