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.
Turn settled decisions into an implementation plan for requested planning, handoffs, or multi-session work.
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…
Make any code/UI change reversibly with a rollback-first checkpoint system.
Safely remove code patterns from multiple files with validation and rollback (project)
Change or refactor shared, high-impact, or branch-sensitive code while preserving established behavior.
Publish a Webflow site with a plan-confirm-publish workflow.
Protects AI agent sessions from content inspection failures and 400 error loops during external web research on moderated model backends.