Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Checklist for adding or changing a statistics table/dimension in the collector. Use whenever touching SQLite schema, traffic write paths, retention, ClickHouse parity, or stats query APIs — several places must change together or data silently drifts.
Develop, test and ship the Go agent probe (apps/agent) — build/test commands, protocol versioning, the nekoagent service wrapper, and constraints of router environments (OpenWrt/tmpfs). Use for any change under apps/agent.
Hub 内嵌浏览器预览 localhost 应用。 Use when: 写前端代码、跑 dev server、需要看页面效果、调 UI、operator说"看看效果"。 Not for: 后端纯 API 开发、不涉及页面的工作。 Output: 前端页面在 Hub browser panel 中实时预览。
Console 前端交付范式：4 道门禁驱动的前端开发流程。Use when: 新增前端能力、settings section 迁移、新增页面、重构布局、或 F190/Console 级前端流程需要 Product/Design/Implementation/Verification gate。 Not for: 小样式点改、纯后端 API、纯计算逻辑、独立 Design System token 定义。 Output: 通过 Product / Design-System / Implementation / Verification gate 的前端代码与证据。
约定图发现方法论：进一个 repo 先识别 repo-specific conventions，再定义 domain/extractor 接 Convention Graph 引擎。Use when: 进入陌生 repo、要画约定图、要找“改 X 影响谁”的约定层关联、 F242/Convention Graph Layer 工作。Not for: 普通符号跳转/LSP、文档索引检索、记忆图谱、直接使用 codegraph/GitNexus。Output: domain 定义 + extractor 计划 + gap/freshness/provenance 报告。 GOTCHA: 沉淀的是“怎么画图”的方法，不是把 cat-cafe 的 extractor 硬搬到所有 repo。
合入 main 的完整流程：门禁检查 → PR → remote review → Feature Doc Truth 核对(pre-merge) → squash merge → 记录已合入(post-merge) → 清理。 Use when: reviewer 放行后准备合入、开 PR、触发remote review、准备 merge。 Not for: 开发中、review 未通过、自检未完成。 Output: PR merged + worktree cleaned。
Executes one PRD task end-to-end uninterrupted — resolves spec conflicts autonomously, implements, validates, and updates tracking without pausing for questions. Use when a prompt includes a task specification that must be implemented, validated, and reflected in task tracking files. Do not use for PR review batches, generic coding tasks without a PRD task file, or standalone verification-only work.
Guide for adding a new model (e.g., Llama4, DeepSeek V3) to the MPK persistent kernel. Covers prerequisites check, demo structure, layer wiring, and testing.
Step-by-step guide for adding a new task implementation to Mirage Persistent Kernel (MPK). Use this when adding a new GPU operator (e.g., a new attention variant, normalization, activation) to the MPK megakernel.