Skills for your AI
Designs coordination strategies for multi-agent systems, covering workflow analysis, inter-agent communication, dependency and execution control, fault tolerance, and performance monitoring. Use when mapping agent dependencies, specifying message channels, pla
Generates music, sound effects, and conditioned audio from text descriptions using AudioCraft models. Use when the user asks to create a music clip, sound effect, stereo track, melody- or style-conditioned track, or to continue an existing audio clip.
Automate document workflows with n8n - 7800+ workflow templates
Analyzes code names for vagueness, misleading behavior, unclear abbreviations, boolean and magic-number issues, and convention violations, then suggests better names and produces a structured report. Use when reviewing naming in a file, snippet, or directory,
Guides owners through customizing a NanoClaw assistant by planning changes to channels, MCP integrations, behavior, commands, and deployment, and providing the exact steps and commands to run. Use when the owner wants to add a channel or MCP integration, chang
Designs and implements network automation workflows, scripts, and chat-based tools for monitoring, provisioning, security, troubleshooting, documentation, optimization, change, capacity, reporting, compliance, configuration management, and testing. Use when a
Designs and tunes neural network architectures, covering architecture selection, layer configuration, hyperparameters, preprocessing, transfer learning, connectivity, interpretability, blueprints, and NAS. Use when a user needs help choosing or configuring a n
Browser automation skill for controlling Google's NotebookLM. Use when the user wants anything done in NotebookLM (e.g., 'open NotebookLM', 'check my [name] notebook', 'ask my notebook about X', 'add [source] to NotebookLM', 'generate a Video Overview from my
Notion database automation - sync, templates, workflows, and cross-platform integrations
Implements the NOWAIT technique for efficient reasoning in R1-style LLMs by suppressing self-reflection tokens to cut chain-of-thought length 27-51% while preserving accuracy. Use when assessing model suitability, configuring the logit processor for HuggingFac
MCP server with 39 tools for Word, Excel, PowerPoint, PDF, OCR operations
Sets up and verifies an MCP server that exposes local Ollama models to the container agent, covering pre-flight checks, file placement, registration, env wiring, validation, and inference testing. Use when the user wants to connect Ollama, enable local model i
Handles new hire onboarding end to end — documents, welcome emails, forms, profiles, IT access, orientation, training, progress tracking, surveys and engagement content — drafting everything for coordinator approval. Use when a coordinator needs onboarding pap
Turns operational data and process descriptions into prioritized efficiency recommendations, covering process mapping, resource allocation, benchmarking, cost savings, automation, risk, productivity, customer feedback, tracking systems and continuous improveme
Quantizes LLMs to 8-bit or 4-bit with bitsandbytes to cut memory 50-75%, covering memory estimates, loading configs, QLoRA fine-tuning, 8-bit optimizers and troubleshooting. Use when a user asks about model memory requirements, loading a model in 8-bit or 4-bi
Converts HuggingFace models to GGUF format and quantizes them with llama.cpp for efficient CPU/GPU inference. Use when the user wants to convert a model to GGUF, quantize a GGUF file, generate an importance matrix, build llama.cpp for their hardware, run llama
Guides 4-bit GPTQ quantization of large language models, including configuration, loading pre-quantized models, kernel backends, and QLoRA fine-tuning. Use when the user asks to quantize a model, load a GPTQ model, choose quantization settings or backends, or
Selects, optimizes, and troubleshoots packaging automation for packaging engineers, covering solution selection, cost analysis, integration, compliance, maintenance, training, sustainability, and specific technologies. Use when choosing automation for a produc
Loads, preprocesses, analyzes, and models whole-slide pathology and multiplex imaging data with PathML. Use when the user provides a slide path, asks for stain normalization or tissue detection, wants spatial graphs, nucleus detection, model training, CODEX/Ve
Generates PennyLane code for building, training, and running quantum circuits across simulators and hardware, including variational algorithms, quantum machine learning, and molecular simulations. Use when the user asks for circuit construction, hybrid quantum
Guides building PHP 8.2+ MCP servers with the official PHP MCP SDK and attribute-based discovery, covering tools, resources, prompts, transports, schema validation, error handling, testing, and Laravel/Symfony integration. Use when implementing MCP tools, reso
Plans and builds Playwright E2E test suites with Page Object Model, auth state persistence, custom fixtures, visual regression, and CI integration. Use when starting a new Playwright project, adding tests for a new flow, or setting up CI for E2E tests.
Production-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end testing, browser automation, fixing flaky tests, test migration, CI/CD testing, or test suites. Generate tests, fix flaky failures, migrate from Cypress/Seleni
Explores websites with Playwright and generates, runs, and refines maintainable TypeScript Playwright tests from identified user flows. Use when asked to explore a site, write or update Playwright tests, fix failing tests, or document a test suite.
