Detect, monitor, and manage model drift in production GenAI and ML systems. Use when monitoring LLM output quality, detecting prompt regression, managing model version changes, implementing drift detection for traditional ML, or establishing model governance policies.
Use when a task needs the judgment of an Automotive Engineer — computing weight transfer and tire friction-circle limits for a braking-while-cornering maneuver to set brake-force distribution, sizing a powertrain and gear ratio against a 0-60 mph acceleration target while checking traction versus power limits, sizing…
Consolidated expert library for professional Godot 4.7+ game and application development. Orchestrates 92 Domain Skills through architectural workflows, anti-pattern catalogs, performance budgets, and Server API patterns. Use when: (1) starting a new Godot project, (2) designing game or app architecture, (3) building…
Edit eShell's SSH, ACP, and Ops Agent config files and understand .eshell-data. Use when the user asks to add/change an SSH server profile, adjust agent login or spawn settings, add an ACP agent, explain what a .eshell-data file does, or tune connection/agent behavior via one of the JSON config files. Covers the exact…
Turn a written script into an audio file using the local voices of Mnemosyne OS — including the human's own cloned voice. Use whenever the user asks for a voice-over, narration, podcast read, or TikTok/YouTube audio track and has Mnemosyne OS installed. Teaches the workflow (list voices, write for the ear, render as a…
Wenbo Xia's personal investment assistant Skill—activate when answering his questions about stock/fund picks, "what should I buy with X amount", daily buy/sell/hold decisions on price moves, current-events impact on his holdings, or applying famous-investor ideas to his positions; encodes his identity (Chinese…
Use BEFORE building or restyling anything a user will see — web/mobile UIs, landing pages, dashboards, components, emails, AND creative work like Three.js/WebGL/canvas/SVG scenes, data-viz, games, and animations — to make it look intentional and polished, not generic; covers tokens, type, color, layout, motion…
Render data into a standalone SVG chart file — bar, line, or pie. Use when the user provides numbers (inline, JSON, or CSV) and asks for a chart, graph, plot, trend, comparison, breakdown, or any visual summary of the data. Produces a self-contained .svg viewable in any browser; no external libraries required.
Sets up and maintains SafeAgentDB-style database safety infrastructure for AFK agentic development. Use when integrating isolated local, develop, preview, and production database workflows; configuring Supabase/Vercel/GitHub Actions previews; adding migration guardrails; packaging SafeAgentDB into a project; or…
Overview of all available Pinecone skills and what a user needs to get started. Invoke when a user asks what skills are available, how to get started with Pinecone, or what they need to set up before using any Pinecone skill.
Clean Architecture audit for Go services. Use when reviewing layered architecture, dependency rules, or gRPC/usecase/repository patterns. Ensures proper separation of concerns and dependency inversion.
Elite Business Intelligence, Data Analytics, Financial Analysis, and Executive Strategy consulting on uploaded spreadsheets (Excel/CSV). Triggers when the user uploads or references a tabular dataset and wants insights, KPIs, root-cause analysis, SWOT, opportunities, risks, forecasts, executive recommendations, or an…
Use when developing with NATS messaging, deploying or embedding a NATS server, working with JetStream streams/consumers/KV/object-store, configuring NATS security or clustering, or building microservices on the NATS protocol.
Use when performing threat modeling for a project, feature, or system architecture. Applies STRIDE threat categorization with DREAD risk rating to produce structured threat models in OTM JSON and markdown formats. Covers system decomposition, trust boundary mapping, data flow analysis, per-subsystem threat…
Primary local starter skill for a copied landscape project folder. Use when a designer starts a new project, asks what to do next, provides photos/measurements/client wishes, or needs guided onboarding through briefing, BDD-style site scenarios, and SDD-style spatial decisions.
Semantic and hybrid code and conversation search for intent-based queries. Use when exploring unfamiliar codebases, finding code by concept instead of exact text, or recalling past agent conversations about similar problems.
Battle-tested Playwright E2E testing patterns for Next.js/React apps. Use when writing, running, debugging, or fixing Playwright tests. Also triggers on 'e2e', 'end-to-end', 'playwright', 'browser test', 'UI test', 'integration test with browser', 'flaky test', 'test keeps failing'. Covers locators, assertions…
Interactive system flow tracing across CODE, API, AUTH, DATA, NETWORK layers with SQLite persistence and Mermaid export. Use for security audits, compliance documentation, flow tracing, feature ideation, brainstorming, debugging, architecture reviews, or incident post-mortems. Triggers on audit, trace flow, document…
Convert Android XML layouts to Jetpack Compose. Use when asked to migrate XML layouts, convert views to composables, or help with Compose migration. Handles layouts, widgets, attributes, styles, and resource references.
Generates atomic flashcards from technical/STEM source material. Supports three output modes: (1) interactive React artifacts with client-side KaTeX rendering, (2) Anki-ready TSV export with MathJax-compatible LaTeX, or (3) direct push to Anki via MCP Server (no export/import step). Use when users request flashcards…
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: