m09-domain
CRITICAL: Use for domain modeling. Triggers: domain model, DDD, domain-driven design, entity, value object, aggregate, repository pattern, business rules, validation, invariant, 领域模型, 领域驱动设计, 业务规则
m02-resource
CRITICAL: Use for smart pointers and resource management. Triggers: Box, Rc, Arc, Weak, RefCell, Cell, smart pointer, heap allocation, reference counting, RAII, Drop, should I use Box or Rc, when to use Arc vs Rc, 智能指针, 引用计数, 堆分配
rust-learner
Use when asking about Rust versions or crate info. Keywords: latest version, what's new, changelog, Rust 1.x, Rust release, stable, nightly, crate info, crates.io, lib.rs, docs.rs, API documentation, crate features, dependencies, which crate, what version, Rust edition, edition 2021, edition 2024, cargo add, cargo update, 最新版本, 版本号, 稳定版, 最新, 哪个版本, crate 信息, 文档, 依赖, Rust 版本, 新特性, 有什么特性
m01-ownership
CRITICAL: Use for ownership/borrow/lifetime issues. Triggers: E0382, E0597, E0506, E0507, E0515, E0716, E0106, value moved, borrowed value does not live long enough, cannot move out of, use of moved value, ownership, borrow, lifetime, 'a, 'static, move, clone, Copy, 所有权, 借用, 生命周期
m04-zero-cost
CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization, static dispatch, dynamic dispatch, impl Trait, trait bound not satisfied, 泛型, 特征, 零成本抽象, 单态化
m11-ecosystem
Use when integrating crates or ecosystem questions. Keywords: E0425, E0433, E0603, crate, cargo, dependency, feature flag, workspace, which crate to use, using external C libraries, creating Python extensions, PyO3, wasm, WebAssembly, bindgen, cbindgen, napi-rs, cannot find, private, crate recommendation, best crate for, Cargo.toml, features, crate 推荐, 依赖管理, 特性标志, 工作空间, Python 绑定
m12-lifecycle
Use when designing resource lifecycles. Keywords: RAII, Drop, resource lifecycle, connection pool, lazy initialization, connection pool design, resource cleanup patterns, cleanup, scope, OnceCell, Lazy, once_cell, OnceLock, transaction, session management, when is Drop called, cleanup on error, guard pattern, scope guard, 资源生命周期, 连接池, 惰性初始化, 资源清理, RAII 模式
domain-fintech
Use when building fintech apps. Keywords: fintech, trading, decimal, currency, financial, money, transaction, ledger, payment, exchange rate, precision, rounding, accounting, 金融, 交易系统, 货币, 支付
m03-mutability
CRITICAL: Use for mutability issues. Triggers: E0596, E0499, E0502, cannot borrow as mutable, already borrowed as immutable, mut, &mut, interior mutability, Cell, RefCell, Mutex, RwLock, 可变性, 内部可变性, 借用冲突
unsafe-checker
CRITICAL: Use for unsafe Rust code review and FFI. Triggers on: unsafe, raw pointer, FFI, extern, transmute, *mut, *const, union, #[repr(C)], libc, std::ffi, MaybeUninit, NonNull, SAFETY comment, soundness, undefined behavior, UB, safe wrapper, memory layout, bindgen, cbindgen, CString, CStr, 安全抽象, 裸指针, 外部函数接口, 内存布局, 不安全代码, FFI 绑定, 未定义行为
domain-embedded
Use when developing embedded/no_std Rust. Keywords: embedded, no_std, microcontroller, MCU, ARM, RISC-V, bare metal, firmware, HAL, PAC, RTIC, embassy, interrupt, DMA, peripheral, GPIO, SPI, I2C, UART, embedded-hal, cortex-m, esp32, stm32, nrf, 嵌入式, 单片机, 固件, 裸机
m05-type-driven
CRITICAL: Use for type-driven design. Triggers: type state, PhantomData, newtype, marker trait, builder pattern, make invalid states unrepresentable, compile-time validation, sealed trait, ZST, 类型状态, 新类型模式, 类型驱动设计
m07-concurrency
CRITICAL: Use for concurrency/async. Triggers: E0277 Send Sync, cannot be sent between threads, thread, spawn, channel, mpsc, Mutex, RwLock, Atomic, async, await, Future, tokio, deadlock, race condition, 并发, 线程, 异步, 死锁
m10-performance
CRITICAL: Use for performance optimization. Triggers: performance, optimization, benchmark, profiling, flamegraph, criterion, slow, fast, allocation, cache, SIMD, make it faster, 性能优化, 基准测试
rust-call-graph
Visualize Rust function call graphs using LSP. Triggers on: /call-graph, call hierarchy, who calls, what calls, 调用图, 调用关系, 谁调用了, 调用了谁
m13-domain-error
Use when designing domain error handling. Keywords: domain error, error categorization, recovery strategy, retry, fallback, domain error hierarchy, user-facing vs internal errors, error code design, circuit breaker, graceful degradation, resilience, error context, backoff, retry with backoff, error recovery, transient vs permanent error, 领域错误, 错误分类, 恢复策略, 重试, 熔断器, 优雅降级
m14-mental-model
Use when learning Rust concepts. Keywords: mental model, how to think about ownership, understanding borrow checker, visualizing memory layout, analogy, misconception, explaining ownership, why does Rust, help me understand, confused about, learning Rust, explain like I'm, ELI5, intuition for, coming from Java, coming from Python, 心智模型, 如何理解所有权, 学习 Rust, Rust 入门, 为什么 Rust
m15-anti-pattern
Use when reviewing code for anti-patterns. Keywords: anti-pattern, common mistake, pitfall, code smell, bad practice, code review, is this an anti-pattern, better way to do this, common mistake to avoid, why is this bad, idiomatic way, beginner mistake, fighting borrow checker, clone everywhere, unwrap in production, should I refactor, 反模式, 常见错误, 代码异味, 最佳实践, 地道写法
coding-guidelines
Use when asking about Rust code style or best practices. Keywords: naming, formatting, comment, clippy, rustfmt, lint, code style, best practice, P.NAM, G.FMT, code review, naming convention, variable naming, function naming, type naming, 命名规范, 代码风格, 格式化, 最佳实践, 代码审查, 怎么命名
m06-error-handling
CRITICAL: Use for error handling. Triggers: Result, Option, Error, ?, unwrap, expect, panic, anyhow, thiserror, when to panic vs return Result, custom error, error propagation, 错误处理, Result 用法, 什么时候用 panic
rust-skill-creator
Use when creating skills for Rust crates or std library documentation. Keywords: create rust skill, create crate skill, create std skill, 创建 rust skill, 创建 crate skill, 创建 std skill, 动态 rust skill, 动态 crate skill, skill for tokio, skill for serde, skill for axum, generate rust skill, rust 技能, crate 技能, 从文档创建skill, from docs create skill
domain-cloud-native
Use when building cloud-native apps. Keywords: kubernetes, k8s, docker, container, grpc, tonic, microservice, service mesh, observability, tracing, metrics, health check, cloud, deployment, 云原生, 微服务, 容器
rust-code-navigator
Navigate Rust code using LSP. Triggers on: /navigate, go to definition, find references, where is defined, 跳转定义, 查找引用, 定义在哪, 谁用了这个
rust-trait-explorer
Explore Rust trait implementations using LSP. Triggers on: /trait-impl, find implementations, who implements, trait 实现, 谁实现了, 实现了哪些trait
rust-deps-visualizer
Visualize Rust project dependencies as ASCII art. Triggers on: /deps-viz, dependency graph, show dependencies, visualize deps, 依赖图, 依赖可视化, 显示依赖
rust-refactor-helper
Safe Rust refactoring with LSP analysis. Triggers on: /refactor, rename symbol, move function, extract, 重构, 重命名, 提取函数, 安全重构
rust-symbol-analyzer
Analyze Rust project structure using LSP symbols. Triggers on: /symbols, project structure, list structs, list traits, list functions, 符号分析, 项目结构, 列出所有, 有哪些struct
meta-cognition-parallel
EXPERIMENTAL: Three-layer parallel meta-cognition analysis. Triggers on: /meta-parallel, 三层分析, parallel analysis, 并行元认知
remotion-video
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rust-daily
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rust-router
"CRITICAL: Use for ALL Rust questions including errors, design, and coding.
apply-tdd
Use when implementing a non-trivial, observable behavior change with TDD under explicit ecosystem production-path and test-isolation boundaries. Do not apply red-first mechanically to static configuration, wiring, metadata, or production code outside the defined boundary.
audit-code-security
Perform read-only security audits, vulnerability assessments, or threat-focused reviews of diffs, pull requests, code paths, or explicitly scoped repositories when security is the primary objective or acceptance criterion. Use review-code for ordinary review with baseline security coverage and harden-code-paths for fixing confirmed findings.
author-marp-slides
Write, revise, structure, or validate Marp/Marpit Markdown slides, including directives, layouts, themes, templates, and rendered-deck checks. Use for slide authoring when palette or illustration design is not the primary task.
calibrate-writing-style
Use only when the user explicitly invokes `$calibrate-writing-style` to build or refine reusable English and Taiwan Traditional Chinese writing-style prompts through a multiple-choice preference interview.
create-mermaid-diagrams
Create, revise, convert, or validate Mermaid diagrams, including flowcharts, sequence, ER, class, state, Gantt, and optional SVG rendering for documents or slides.
create-slide-decks
Create or revise complete Marp/Marpit slide decks, coordinating narrative, slide authoring, color systems, and Mermaid or SVG visuals with rendered validation.
create-svg-illustrations
Create, revise, embed, or troubleshoot accessible SVG diagrams and illustrations for slide decks, documents, and other static artifacts, with portable sizing, layout, style, and validation guidance.
create-telegraph-pages
Prepare and publish one explicitly authorized public Telegra.ph article through the official Telegraph API, including safe node conversion, optional account setup, credential handling, and page verification.
design-slide-colors
Design, adapt, generate, or validate slide color systems and semantic palettes, including brand-color integration, usage roles, contrast evidence, and presentation-environment caveats.
design-user-experiences
Design, review, or implement accessible user interfaces and end-to-end digital experiences, including screens, components, navigation, information architecture, workflows, system states, and interaction behavior. Use bounded surface mode for focused UI work; substantial cross-surface or product-level experience changes require an approved proposal before implementation.
explain-step-by-step
Use when the user asks for a detailed, beginner-friendly, or step-by-step explanation; wants to understand how or why something works; asks to unpack a concept, issue, PR, code change, system, error, document, or technical decision; or says to explain it like teaching a child.
grill-designs
Interview the user one decision at a time to stress-test a plan or design until goals, constraints, assumptions, tradeoffs, risks, and verification are explicit. Use only when the user asks to be grilled or names “grilling designs.”
ground-with-google-genai
Run one-shot Google Gemini research through the official Google GenAI Interactions API with Google Search, Google Maps, or URL Context grounding and inspect citation evidence. Use when Codex needs current web grounding, place or local recommendations, answers about specific public HTTP(S) URLs, or an explicit Gemini/Google GenAI grounded response.
harden-code-paths
Use when asked to proactively harden a specific code path by confirming and fixing plausible edge-case, boundary, failure-mode, or lifecycle bugs; to fix a confirmed security finding; or to check nearby same-pattern regression risks. Use audit-code-security first for broad threat analysis or unverified security alerts.
improve-codebase-architecture
Assess or improve an existing codebase's architecture when the user asks about module boundaries, coupling, scattered ownership, testability, change locality, deep modules, seams, or behavior-preserving structural refactoring. Use for cross-module design rather than ordinary diff review or a confirmed edge-case bug fix.
manage-python-with-uv
Manage Python projects and standalone scripts with uv, including setup, dependencies, execution, quality gates, locking, builds, and release preparation. Use for `uv run`, `uv add`, inline script metadata, packaging, or an explicitly requested publish workflow.
review-code
Review diffs, pull requests, commits, patches, or source files for correctness, baseline security, performance, maintainability, tests, and integration risk. Use for ordinary read-only review, edge-case audits, PR preflight, and reviewer simulation; use audit-code-security when security is the primary objective, and harden-code-paths to fix confirmed failure modes.
use-jira-cli
Inspect Jira or prepare and perform precisely authorized Jira mutations with ankitpokhrel/jira-cli (`jira`), including issues, comments, worklogs, epics, sprints, releases, projects, boards, and script-friendly output.
write-git-commits
Inspect local Git changes, draft or validate Conventional Commit messages, choose types/scopes, explain breaking changes, or create a focused commit from the actual selected diff.
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