pipeline-guide
MaaEnd Pipeline JSON 编写指南。基于 MaaFramework Pipeline 协议,提供节点命名、识别算法、动作类型、流程控制、可复用节点等编码规范与模式参考。在编写、修改或审查 Pipeline JSON、设计节点流程、使用 TemplateMatch/OCR/Custom 识别或 Click/Swipe 动作时使用。
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
MaaEnd Pipeline JSON 编写指南。基于 MaaFramework Pipeline 协议,提供节点命名、识别算法、动作类型、流程控制、可复用节点等编码规范与模式参考。在编写、修改或审查 Pipeline JSON、设计节点流程、使用 TemplateMatch/OCR/Custom 识别或 Click/Swipe 动作时使用。
Generate a synthetic evaluation dataset from your RAG knowledge base. Creates diverse Q&A pairs with expected answers and relevant context, ready for LangWatch experiments and platform import. Use when you need test data for your RAG pipeline.
Expert AI engineering consultant for your LangWatch setup. Audits your codebase, traces, evaluations, and scenarios, then guides you to improve — starting from low-hanging fruit and going deeper. Use when you want to level up your agent's engineering quality.
Version and manage your agent's prompts with LangWatch Prompts CLI. Use for both onboarding (set up prompt versioning for an entire codebase) and targeted operations (version a specific prompt, create a new prompt version). Supports Python and TypeScript.
触发:在每次新的顶层对话开始时自动调用,用于建立“实事求是”的总原则,并在明确适用时为后续任务选择下游 skill;如果你是被派遣执行单一具体任务的子 agent,则跳过此 skill。 English: Trigger at the start of each new top-level conversation to establish the core methodology and select downstream skills only when clearly useful. Skip this skill when you are a delegated sub-agent handling a narrow, concrete task.
Audit the linq2db `.agents/` instruction corpus (docs, skills, agents, hooks, scripts) + the per-agent entry points `AGENTS.md` / `CLAUDE.md` / `.github/copilot-instructions.md` for duplicated rules, dead references, terminology drift, retired-path mentions, SKILL template gaps, `linq2db.slnx` mismatches, and auto-memory entries that would be better as project-level rules. Reports findings in severity order and offers per-finding patches after explicit user confirmation. Read-only until confirmation.
Sync the /.agents/* virtual folders in linq2db.slnx with the actual on-disk contents of the .agents/ directory. Use after adding, removing, or renaming files or subdirectories under .agents/ (skills, hooks, docs, local settings, etc.).