When to activate: Rust security, unsafe code, input validation, secret handling, cryptography, supply chain, audit, injection prevention
When to activate: Rust serde, JSON, serialization, deserialization, custom serialize, rename, flatten, skip, default, serde_json, toml…
Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage.
Explore Rust trait implementations using LSP.
When to activate: Rust web development, axum, actix-web, HTTP server, REST API, middleware, routing, handlers
Diagnoses RustDesk connection failures, network routing errors, and proxy interference for self-hosted and public remote desktop setups.
ESP32-S3 / ESP32-C6 firmware build, flash, WiFi provisioning, and serial monitoring for RuView CSI sensing nodes.
Create, edit, and analyze Word documents with tracked changes support
Operate the Ryuumonbuchi MCP server for headless Ghidra reverse engineering.
Continue working on an OpenSpec change by creating the next artifact.
Release new versions of changed packages
Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns.
Deploy and configure Microsoft's SaaS Accelerator for marketplace offers.
SaaS analytics event taxonomy, metric formulas (MRR, churn, LTV), provider-agnostic tracking, funnel analysis, cohort setup, and…
Build production-ready multi-tenant SaaS applications with serverless architecture, integrated billing, and enterprise-grade security.
Audit and safely harden authorized SaaS web applications across frameworks and hosting providers.
Saas Operations Readiness Judge skill
Analyze SaaS company valuation compression between funding rounds.
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into…
.NET MAUI safe area and edge-to-edge layout guidance for .NET 10+.
Make any code/UI change reversibly with a rollback-first checkpoint system.