ML Ops
Machine learning operations
convert-erlang-elm
by aRustyDev
Convert Erlang code to idiomatic Elm. Use when migrating Erlang backend logic to Elm frontend applications, translating BEAM VM patterns to functional frontend code, or refactoring distributed systems to type-safe UIs. Extends meta-convert-dev with Erlang-to-Elm specific patterns.
explore-dnn-model
by igamenovoer
Manual invocation only; use only when the user explicitly requests explore-dnn-model by name. Explore how to run a given DNN model checkpoint in the current Python environment by locating weights + upstream source code, resolving dependencies with user confirmation, running reproducible experiments under tmp/, and producing reports about I/O contracts, timing, and profiling.
convert-elm-elixir
by aRustyDev
Convert Elm code to idiomatic Elixir. Use when migrating Elm frontend applications to Elixir (Phoenix LiveView), translating Elm's functional patterns to Elixir, or refactoring Elm codebases to leverage OTP. Extends meta-convert-dev with Elm-to-Elixir specific patterns.
context-engineering
by Zpankz
Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.
thermal-assessment
by LunCoSim
Perform detailed thermal analysis for spacecraft and rovers across various celestial environments. Use this skill to calculate heat balance, size radiators, determine MLI requirements, predict nodal temperatures, and plan thermal hardware. Trigger this for "thermal modeling," "radiator sizing," "temperature prediction," "heater sizing," or "thermal control."
rails-model-patterns
by ag0os
ActiveRecord model patterns and conventions for Rails. Automatically invoked when working with models, associations, validations, scopes, callbacks, or database schema design. Triggers on "model", "ActiveRecord", "association", "has_many", "belongs_to", "validation", "validates", "scope", "callback", "migration", "schema", "index", "foreign key".
gemini-imagegen
by drshailesh88
Generate and edit images using the Gemini API (Nano Banana Pro). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.
perplexity-search
by drshailesh88
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model's knowledge cutoff. Provides access to multiple Perplexity models including Sonar Pro, Sonar Pro Search (advanced agentic search), and Sonar Reasoning Pro through a single OpenRouter API key.
Knowledge Pipeline Skill
by drshailesh88
```
multi-model-writer
by drshailesh88
"Unified writing system with intelligent model routing. Default: Claude. Options: GLM-4.7 (cheapest), GPT-4o/mini, Gemini, Grok. Includes browser automation for web interfaces. Cost-aware routing based on task complexity."
speech-to-text
by martinholovsky
"Expert skill for implementing speech-to-text with Faster Whisper. Covers audio processing, transcription optimization, privacy protection, and secure handling of voice data for JARVIS voice assistant."
rusty-page-indexer
by Algiras
High-performance semantic indexing and retrieval of local PDF and Markdown files with multi-repo support.
Networking Essentials
by zebbern
The assistant provides comprehensive networking fundamentals including OSI model, TCP/IP, cabling, VLAN configuration, and Cisco router/switch commands. Activate when users ask about "network basics," "OSI model," "TCP/IP addressing," "subnetting," "VLAN configuration," "Cisco commands," or "network infrastructure."
BMAD Method
by daffy0208
Business Model and Architecture Design methodology for aligning technical architecture with business model sustainability and scalability
vllm-deployment
by stakpak
Deploy vLLM for high-performance LLM inference. Covers Docker CPU/GPU deployments and cloud VM provisioning with OpenAI-compatible API endpoints.
punderstruck
by alexgreensh
Pun expert and comedy brainstorming partner. Discovers wordplay through Datamuse phonetic analysis and structured comedy theory. Use when asking for puns, dad jokes, wordplay, brainstorming creative angles, shower thoughts, roasts, jargon translations, quote remixes, or pun compositions of any length.
tavus-replica
by Tavus-Engineering
Create and manage Tavus replicas (AI digital twins). Use when training custom replicas from video, listing stock replicas, or managing replica assets. Covers training video requirements, consent statements, and the Phoenix-3 model.
tavus-overview
by Tavus-Engineering
Overview of Tavus, the AI research lab pioneering human computing. Use when you need context about what Tavus is, their mission, core concepts like CVI and Human Computing, the model stack (Phoenix, Raven, Sparrow), or links to docs/platform/resources.
context-engineering
by breethomas
"[ARCHIVED] Full 4D Context Canvas reference. For new AI features, use /spec --ai. For debugging, use /ai-debug. For quality checks, use /context-check."
prompt-engineer
by repo-phuocdt
Transform rough prompts/ideas into production-ready LLM prompts. Use when crafting, refining, or optimizing prompts for any AI model (Claude, GPT, Llama, etc.) with advanced techniques like CoT, constitutional AI, RAG optimization.
four-fits
by breethomas
Find which fit is broken before you burn cash scaling. Brian Balfour's framework for validating sustainable growth readiness.
ai-cost-check
by breethomas
Calculate AI feature costs and challenge if you actually need it. Invokes ai-cost-analyzer agent for detailed economics modeling.
ai-health-check
by breethomas
Pre-launch health check that blocks you from shipping broken AI features. Grades 6 dimensions (model selection, data quality, cost, monitoring, failure UX, optimization).
pm-frameworks
by breethomas
Expert knowledge of proven product management frameworks for discovery, growth, measurement, planning, and AI-era practices.