Agent skills

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.

RNN+Transformer hybrid with O(n) inference.

Turn settled decisions into an implementation plan for requested planning, handoffs, or multi-session work.

Reviews code diffs, identifies bugs and style deviations, and outputs actionable feedback organized by severity.

Summarizes the current session into a concise handoff document tailored for seamless context transfer to the next AI agent.

Guides test-first implementation through disciplined red-green cycles and vertical slice iterations.

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

Audit an estate of AWS S3 buckets for the one bucket that is genuinely publicly or cross-account exposed, without over-flagging the many…

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 Deployment Stamp Design skill

Saas Networking Design skill

Train sparse autoencoders to interpret model features.

Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into…