ML Ops
Machine learning operations
ai-product-advisor
by elliottrjacobs
Advise on building AI-powered products — architecture, evals, UX, pricing, and go-to-market. Use when the user says "AI product", "building with AI", "AI strategy", "evals", "AI UX", "LLM product", "AI architecture", or needs guidance on incorporating AI into a product.
image-generation
by Xiangyu-CAS
Gemini image generation and editing skill for text-to-image, image-to-image edits, multi-reference composition, and Google Search grounding. Use when creating or modifying images via Gemini (default model gemini-3-pro-image-preview) with the Python SDK.
aegis-router
by disi3r
"AEGIS — Neural Routing Engine for OpenClaw Agent Swarms. Dynamically routes prompts to optimal model tiers using 15-dimensional analysis."
video-generation
by Xiangyu-CAS
Gemini video generation with Veo 3.1 via the Python SDK. Use when generating videos from text or images, using reference images, first/last frame interpolation, or video extension, and when tuning Veo parameters (aspect ratio, resolution, duration, negative prompts, personGeneration, seed).
gtm-strategist
by elliottrjacobs
Build go-to-market plans including channel strategy, launch sequencing, and growth model. Use when the user says "go to market", "GTM plan", "launch strategy", "growth strategy", "how do we get customers", "distribution strategy", or needs to plan how a product reaches its market.
agent-tools
by Jackiexiao
"Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, claude api, image generation, video generation, openrouter, tavily, exa search, twitter api, grok"
backend-ai-agent
by Workshop-Ventures
Create AI agents using Vercel AI SDK with tool use, tracing, and failover. Use when asked to "create an AI agent", "add AI", "create LLM integration", or "build an assistant".
fundamentals
by pluginagentmarketplace
TypeScript type system fundamentals and basic typing patterns
applying-reasoning
by Git-Fg
"Applies structured mental models to solve complex problems. Use when solving architectural decisions, root cause analysis, or strategic planning."
slurm
by SerendipityOneInc
Submit, manage, and monitor GPU workloads on SRP's Slurm clusters with Apptainer containers
unity-shader
by cortexA233
Hand-write, debug, convert, and optimize Unity ShaderLab/HLSL shaders across URP, HDRP, and Built-in Render Pipeline with cross-platform targets (mobile, PC, console, WebGL). Use for shader authoring, pipeline migration, BRDF or lighting work, shader performance tuning, Custom Renderer Feature or Custom Pass integration, and shader artifact troubleshooting.
data-ai-guide
by pluginagentmarketplace
Comprehensive data science, machine learning, and AI guide covering Python, deep learning, NLP, LLMs, prompt engineering, and MLOps. Use when building AI models, data pipelines, or machine learning systems.
test-skill
by galligan
A test skill for validating the packager
langfuse-observation-view
by neuradex
View Langfuse observation (Generation/Span) details. Use when checking specific LLM call input/output, debugging issues, or analyzing costs.
ml-engineer
by jgarrison929
Use when building ML pipelines, training models, deploying to production, implementing feature engineering, MLOps workflows, experiment tracking, model monitoring, or any machine learning engineering task.
timecamp
by timecamp-org
Use when the user asks about time tracking, time entries, tasks, timers, or anything related to TimeCamp. Triggers on keywords like "timecamp", "time entries", "timer", "tracking", "hours", "timesheet", "tasks list", "start timer", "stop timer", "activities", "computer activities".
cost-aware-llm-pipeline
by shimo4228
"Use when building an LLM-powered app that needs cost control via model routing, budget tracking, retry, and prompt caching."
ai-engineer
by ncdevshiv
"Build production-ready LLM applications, advanced RAG systems, and
bench-new-skill
by elliottrjacobs
Create new skills for the bench-skills repo following all conventions. Use when the user says "create a new skill", "add a skill", "new slash command", or wants to extend bench-skills with additional capabilities.
mongodb-aggregation-pipeline
by pluginagentmarketplace
Master MongoDB aggregation pipeline for complex data transformations. Learn pipeline stages, grouping, filtering, and data transformation. Use when analyzing data, creating reports, or transforming documents.
code-analyzer
by sxg
Analyze GitHub repository to extract methodology and generate the Methods section. Fourth step of writer workflow. Requires scope.md and cloned code/ repository.
codex
by abpai
Run Codex CLI for code analysis and automated edits. Use when users ask to run codex exec/codex resume, continue a prior Codex session, or delegate software engineering work to OpenAI Codex.
together-api
by diskd-ai
Together AI API integration for building AI-powered applications with open-source models. Use when working with Together's Chat Completions API, Python SDK (together), TypeScript SDK (together-ai), CLI tool, tool use/function calling, vision/image understanding, image generation (FLUX, Stable Diffusion), video generation (Veo, Sora, Kling), audio transcription (Whisper), text-to-speech, streaming responses, embeddings, reranking, fine-tuning, or any Together AI API integration task. Triggers on mentions of Together AI, Together API, GroqCloud, open-source LLM inference, FLUX image generation, or Whisper transcription via Together.
image-gen
by maxgent-ai
AI image generation and editing. Use when users ask to generate, create, or draw images with AI, or edit and modify existing images.