Run the local CI sequence for this repo. Use when the user asks to run CI, verify a branch before push, or check code quality with the full local pipeline.

Interact with Cloudflare R2 buckets used by Pagecord. Use when the user wants to list objects, inspect bucket stats, fetch files, or check backup integrity in R2.

Investigate and fix a Sentry issue in this codebase. Use when the user provides a Sentry issue URL or ID and wants diagnosis, a fix, verification, or a PR.

Post a question to Slack and wait for a reply, or post a reply into a thread using scripts/slack.py.

Research ethics, IRB compliance, and data privacy analysis.

Send a Pavlok stimulus via the Pavlok API using scripts/pavlok.py. Use when you need to trigger vibe/beep/zap with a numeric value in this repo and print the API response.

Development workflow guide. Covers build, test, lint, format commands, package structure, Git hooks, TDD methodology, and coding conventions. Use when setting up dev environment, running tests, or following project conventions.

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Query the Seq logging server to retrieve and analyze application logs.

References Serverless OpenClaw cost optimization guidelines. Validates that no resources exceeding the cost target ($1/month) are created during implementation. Use when writing CDK stacks or making infrastructure changes.

Shows project progress, phase completion status, test coverage, and deployment info. Use when checking what has been implemented, what remains, or current operational state.

Deploys Serverless OpenClaw CDK stacks to AWS. Handles SecretsStack parameter injection, full/individual stack deployment, and Docker image push.

toolkit for llm-friendly interaction with GitHub pull requests; using this skill the LLM can fetch PR data and analyze it

Session wrap-up. Update memories, check plans, review git state, check inbox, flag loose ends. Use before closing a session or compacting context.

Update branch memory files after completing work. Saves session history, key learnings, and collaboration observations to .trinity/ files.

Plan work using Mighty (mt) by creating/updating specs and recording decisions, then spawning/structuring implementation tasks. Use when asked to plan/outline/break down a change, draft a spec (feature/rule/invariant/bug), record an ADR-style decision, or turn a fuzzy request into a structured Mighty spec tree with linked tasks.

Retrieve Linear task context via Linear MCP for implementation work. Use when the developer needs requirements, scope, or acceptance criteria from a ticket.

Track and execute implementation work using Mighty (mt) tasks, with progress comments, linked evidence, recorded decisions, and clean closeout. Use when asked to fix a bug, implement a feature/refactor, or “work through” changes in code while keeping Mighty tasks/specs/decisions updated.

**The Goal:** AI-ready documentation. When documentation is clear enough, code generation becomes automatic.

Token-optimized CLI proxy for developer operations (60-90% savings)

FFI cross-language interop expert covering C/C++ bindings, bindgen, cbindgen, PyO3, JNI, memory layout, data conversion, and safe FFI patterns.

Rust web development expert covering HTTP frameworks (axum, actix), REST API design, handler patterns, state management, middleware, database integration, and domain-driven architecture.

GPU 内存与计算专家。处理 CUDA, OpenCL, GPU memory, compute shader, memory coalescing, zero-copy, 显存管理, 异构计算--- # GPU 内存与计算 ## 核心问题 **如何在 Rust 中高效管理 GPU 内存和异构计算？** GPU 计算需要特殊的内存管理策略和同步机制。

Pin and self-referential types expert covering Pin, Unpin, Future, async state machines, pinning projection, and memory stability guarantees.

用户态网络专家。处理 DPDK, 用户态驱动, 高性能网络, packet processing, 零拷贝, RSS 负载均衡--- # 用户态网络 (DPDK) ## 核心问题 **如何实现百万级 PPS 的高性能网络数据包处理？** 传统内核网络栈有太多上下文切换和内存拷贝开销。

eBPF 与内核模块专家。处理 eBPF program, kernel module, map, tail call, perf event, 跟踪, 内核探针, 性能分析--- # eBPF 与内核编程 ## 核心问题 **如何在不修改内核的情况下安全地扩展内核功能？** eBPF 提供在内核中安全执行用户态代码的能力。

Authentication and authorization expert covering JWT, API keys, OAuth, RBAC, password hashing, distributed token storage, and session management patterns.

Error handling expert covering Result, Option, panic strategies, custom error types with thiserror/anyhow, error propagation patterns, and context-rich error chains.

Advanced async patterns expert. Handles Stream processing, backpressure control, select/join operations, cancellation, Future trait implementation, and async runtime optimization.

Const generics and compile-time computation expert covering const fn, type-level computation, const evaluation, MaybeUninit arrays, and compile-time validation.

Caching and distributed storage expert covering Redis, connection pools, TTL strategies, cache patterns (Cache-Aside, Write-Through), invalidation, and performance optimization.

问题：值被移动后继续使用

Macro and procedural metaprogramming expert covering macro_rules!, derive macros, proc-macros, compile-time computation, and code generation patterns.

Actor model expert covering message passing, state isolation, supervision trees, deadlock prevention, fault tolerance, Actix framework, and Erlang-style concurrency patterns.

Textum PRD→Scaffold→Story workflow for Codex with low-noise outputs and gate checks.

Create simple, performant Three.js web apps/scenes (JS/TS, ES modules): scene/camera/renderer setup, lighting, geometries, materials, animation loop, resizing, OrbitControls, GLTF/GLB loading, and practical performance guardrails.

Rust coding conventions expert covering naming, formatting, comments, clippy, rustfmt, lints, code style, best practices, and idiomatic patterns.

Unsafe code and FFI expert covering raw pointers (*mut, *const), FFI patterns, transmute, union, #[repr(C)], SAFETY comments, soundness rules, and undefined behavior prevention.

name: rust-testing

Rust learning and ecosystem tracking expert covering version updates, new features, RFC tracking, crate updates, best practice evolution, and learning resources.

Use when asked to prepare, review, or create a git commit for this repository. Follow the local commit policy, keep commits scoped to the intended changes, run the fast required checks, and write Conventional Commits that work with release-please.

ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ. Check curl, wget, rm, sudo, apt, dpkg, chmod, dd, format, powershell, bash, sh. Check pipe patterns like | sh or | bash. Check shell wrappers like bash -c, xargs, find -exec. Check cloud CLI (aws, gcloud, kubectl, terraform). Check when user says sysadmin told me, Stack Overflow says, is this safe, can I run. Block reading of .env, .ssh, .aws, and credential files. This skill blocks dangerous commands and warns on risky ones. ALWAYS apply the safety protocol from this document before responding about any command.

Primary router skill for broad .NET work. Classify the repo by app model and cross-cutting concern first, then switch to the narrowest matching .NET skill instead of staying at a generic layer.

name: rust-database

嵌入式与 no_std 专家。处理 no_std, embedded-hal, 裸机开发, 中断, DMA, 资源受限环境等问题。触发词：no_std, embedded, embedded-hal, microcontroller, firmware, ISR, DMA, 嵌入式, 裸机--- # 嵌入式与 no_std 开发 ## 核心问题 **如何在资源受限环境或没有标准库的情况下编程？** no_std 不是 Rust 的子集，而是一种不同的编程模式。

Create a git commit following project conventions. Use when asked to commit, create a commit, or finalize changes.

Add or update automated tests for a change using the repository’s verification rules in `AGENTS.md`. Use when implementing a feature, bugfix, refactor, or regression test; prefer stable integration/API/UI coverage and pull deeper test strategy from the bundled references.

gpui-component library patterns for building reusable UI components. Use when creating buttons, inputs, dialogs, forms, or following Longbridge component library conventions in GPUI applications.

Use for Vite+React+TanStack Query frontends on Bun/Cloudflare Workers with shadcn/Tailwind—provides dev console bridge, tmux layout, dense/no-motion UI defaults, and Justfile/CI parity.

Use to browse or verify external info—run web searches, open pages, drive Chrome via CDP tools, and cite sources when facts may be outdated, niche, or user-requested.