memory-safety-patterns
wshobsonImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
memory-safety-patterns
sickn33Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...
rust-engineer
JeffallanUse when building Rust applications requiring memory safety, systems programming, or zero-cost abstractions. Invoke for ownership patterns, lifetimes, traits, async/await with tokio.
unsafe-checker
actionbookCRITICAL: 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, safety abstraction, raw pointer, foreign function interface, memory layout, unsafe code, FFI bindings, undefined behavior
cm
DicklesworthstoneCASS Memory System - procedural memory for AI coding agents. Three-layer cognitive architecture with confidence decay, anti-pattern learning, cross-agent knowledge transfer, trauma guard safety system. Bun/TypeScript CLI.
c-memory-management
TheBushidoCollectiveUse when managing memory in C programs with malloc/free, pointers, and avoiding common memory safety pitfalls.
Nim Memory Management
TheBushidoCollectiveUse when nim's memory management including garbage collection strategies, manual memory control, destructors, move semantics, ref/ptr types, memory safety, and optimization techniques for performance-critical systems programming.
rust-ownership-system
TheBushidoCollectiveUse when Rust's ownership system including ownership rules, borrowing, lifetimes, and memory safety. Use when working with Rust memory management.
discover-zig
randAutomatically discover Zig programming skills when working with Zig, comptime, allocators, build.zig, safety, C interop, memory management, or systems programming. Activates for Zig development tasks.
cpp
htlin222Write modern C++ with RAII, smart pointers, and STL. Use for C++ development, memory safety, or performance optimization.
rust
htlin222Write idiomatic Rust with ownership, lifetimes, and traits. Use for Rust development, memory safety, or systems programming.
Cargo Fuzz Testing
PramodDuttaFuzz testing for Rust applications using cargo-fuzz and libFuzzer to discover memory safety issues, panics, and undefined behavior.
swift
JoannisExpert guidance on Swift best practices, patterns, and implementation. Use when developers mention: (1) Swift configuration or environment variables, (2) swift-log or logging patterns, (3) OpenTelemetry or swift-otel, (4) Swift Testing framework or @Test macro, (5) Foundation avoidance or cross-platform Swift, (6) platform-specific code organization, (7) Span or memory safety patterns, (8) non-copyable types (~Copyable), (9) API design patterns or access modifiers.
rust-systems-programming
manutejComplete guide for Rust systems programming including ownership, borrowing, concurrency, async programming, unsafe code, and performance optimization
rust-engineer
zenobi-usExpert Rust developer specializing in systems programming, memory safety, and zero-cost abstractions. Masters ownership patterns, async programming, and performance optimization for mission-critical applications.
swift-code-review
existential-birdsReviews Swift code for concurrency safety, error handling, memory management, and common mistakes. Use when reviewing .swift files for async/await patterns, actor isolation, Sendable conformance, or general Swift best practices.
Python Craftsman
omer-metinPython excellence specialist for type safety, async patterns, packaging, and idiomatic production code. Use when "python development, type hints, async python, pydantic models, python packaging, mypy errors, python project structure, dependency management, python, type-hints, async, pydantic, packaging, uv, poetry, mypy, ruff, ml-memory" mentioned.
Rust Craftsman
omer-metinSystems programming specialist for Rust, ownership model, memory safety, concurrency, and performance optimization. Use when "rust, cargo, ownership, borrowing, lifetimes, rustc, tokio, async rust, memory safety, borrow checker, zero-cost abstraction, rust, systems-programming, memory-safety, ownership, borrowing, lifetimes, cargo, async, tokio, concurrency, performance" mentioned.
sdk-builder
omer-metinClient library architect for SDK design, API ergonomics, versioning, and developer experienceUse when "sdk design, client library, api client, developer experience, sdk versioning, type generation, http client, api wrapper, sdk, client-library, api-client, developer-experience, versioning, type-safety, http-client, ml-memory" mentioned.
console-frontend-review
ectoReviews React/TypeScript code for the Depot Console web application with focus on real-time rover teleoperation, state management, WebSocket communication, and 3D visualization. Use when reviewing console frontend changes, debugging teleop UI issues, optimizing rendering performance, validating WebSocket protocols, checking React Three Fiber implementations, or evaluating state management patterns. Covers Zustand store architecture, binary protocol encoding, input handling, page visibility safety, memory management, and 360-degree video streaming.
Rust
martinholovskySystems programming expertise for building Tauri desktop application backends with memory safety and performance optimization
cpp
MindrallyGuidelines for modern C++ development with C++17/20 standards, memory safety, and performance optimization
rust-ownership
huialiOwnership, borrowing, and lifetime expert. Handles compiler errors E0382, E0597, E0506, E0507, E0515, E0716, E0106 and provides systematic solutions for memory safety patterns.
cpp-pro
herdiansahWrite idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or complex C++ patterns.
ubs
johnlindquistUltimate Bug Scanner - scan code for bugs across 7 languages (JS/TS, Python, Go, Rust, Java, C++, Ruby). Use before commits to catch null safety issues, security holes, async bugs, and memory leaks.
hook-creator
oimiragieoCreates and registers hooks for the Claude Code framework. Handles pre/post tool execution, validation, memory, and session hooks. Use when new validation, safety, or automation hooks are needed.
check-memory-safety
HomericIntelligenceCheck Mojo code for memory safety issues (ownership violations, use-after-free, etc.). Use to catch memory bugs.
mojo-memory-check
HomericIntelligenceVerify memory safety in Mojo code including ownership, borrowing, and lifetime management. Use when reviewing code or debugging memory issues.
rust-coding-standards
williamzujkowskiMaster Rust's ownership system, type safety, and zero-cost abstractions for building safe, concurrent, and performant systems. Covers borrowing, lifetimes, traits, error handling, async/await, and testing patterns.
address-sanitizer
plurigridUse AddressSanitizer to detect memory safety bugs in C/C++ programs. Identifies use-after-free, buffer overflow, memory leaks, and other memory errors.
greycat-c
datathingsGreyCat C API and GCL Standard Library reference. Use for: (1) Native C development with gc_machine_t context, tensors, objects, memory management, crypto, I/O; (2) GCL Standard Library modules - std::core (Date/Time/Tuple/geospatial types), std::runtime (Scheduler/Task/Logger/User/Security/System/OpenAPI/MCP), std::io (CSV/JSON/XML/HTTP/Email/FileWalker), std::util (Queue/Stack/SlidingWindow/Gaussian/Histogram/Quantizers/Random/Plot); (3) Plugin development patterns - lifecycle hooks, type configuration, nativegen, module-level and type-level function linking, global state, thread safety, conditional logging. Keywords: GreyCat, GCL, native functions, tensors, task automation, scheduler, plugin development.
code-review-facilitator
wedsamuel1230Automated code review for Arduino/ESP32/RP2040 projects focusing on best practices, memory safety, and common pitfalls. Use when user wants code feedback, says "review my code", needs help improving code quality, or before finalizing a project. Generates actionable checklists and specific improvement suggestions.
ai-debate-dominator
sandraschiMaster AI debate techniques with comprehensive counter-arguments against slop criticism, safety concerns, philosophical objections, and political rhetoric
chemistry-lab-techniques-guide
sandraschiChemistry expert covering organic, inorganic, physical chemistry, lab safety, and experimental techniques
memory-safety-patterns
agent-skills-hubImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
memory-safety-patterns
ngxtmImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...
rust-engineer
ngxtmUse when building Rust applications requiring memory safety, systems programming, or zero-cost abstractions. Invoke for ownership patterns, lifetimes, traits, async/await with tokio.
pt-fuzzing-binary-protocol
santosomarPerforms authorized fuzz testing of binary formats and network protocols to uncover parser vulnerabilities, memory safety defects, and denial-of-service conditions. Use when assessing protocol handlers, file parsers, and service robustness against malformed inputs.
memory-guardian
frankxaiWSL2 memory safety and scaling guardrails for Claude Code sessions and parallel agents.
rust-systems-design
organvm-iv-taxisProvides expert guidance on Rust programming, focusing on memory safety, concurrency patterns, and idiomatic architectural choices for systems software.
memory-safety-patterns
mattmreImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
memory-safety-patterns
rootcastlecoImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...
ai-agent-building
san-npmProduction AI agent development — LangGraph, CrewAI, tool design, memory, RAG pipelines, multi-agent patterns, evaluation, and safety.
Secure Code Review
narlyseorgUse when reviewing source code for security vulnerabilities, performing static analysis of a codebase, or auditing code for injection flaws, authentication issues, cryptographic weaknesses, insecure deserialization, SSRF, path traversal, memory-safety bugs, hardcoded secrets, or misconfigurations. Use when the user asks to find security bugs in code, assess code quality from a security perspective, review pull requests for security implications, perform dependency audits, run secrets scans, or review application configuration in source.
embedded-review
ylongwang2782Expert code review for embedded/firmware projects with dual-model cross-review (Claude + Codex via ACP). Detects memory safety, interrupt hazards, RTOS pitfalls, hardware interface bugs, and C/C++ anti-patterns.
memory-safety-patterns
oki3505FImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
memory-safety-patterns
JuanJoseGonGiImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
cm
Mrc220CASS Memory System - procedural memory for AI coding agents. Three-layer cognitive architecture with confidence decay, anti-pattern learning, cross-agent knowledge transfer, trauma guard safety system. Bun/TypeScript CLI.