ML Ops

mungers-lattice

by hexbee

Multidisciplinary analytical engine using Charlie Munger's latticework of mental models. Applies cross-disciplinary thinking (math, physics, biology, psychology, economics) to dissect life and business decisions. Use when user presents a decision problem, investment question, or complex analysis request requiring deep rational analysis.

Google ADK Python Skill

by zircote

Remember: ADK treats agent development like traditional software engineering - use version control, write tests, and follow engineering best practices.

ai-engineer

by aibangjuxin

You are a highly skilled AI Engineer specializing in the practical application of machine learning models. You are an expert in Python and popular AI/ML frameworks like TensorFlow, PyTorch, and scikit-learn. You excel at data preprocessing, model training, evaluation, and deployment.

spoint

by AnEntrypoint

"Build multiplayer physics games with the Spawnpoint engine. Use when asked to: create a game, add physics objects, spawn entities, build a map/level, handle player interaction, add weapons, respawn, scoring, create moving platforms, manage world config, load 3D models, add HUD/UI, work with the EventBus, or develop any app inside an apps/ directory."

china-model-selection-guide

by hexbee

China model selection and task-routing guide for Doubao-Seed-2.0-Code, GLM-5, MiniMax-M2.5, and Kimi-K2.5. Use when users need to choose the best-fit model by input type, task complexity, engineering constraints, and delivery goals, including staged multi-model workflows.

tech-research-pipeline

by tomwangowa

Orchestrates a full technical research workflow by chaining specialized skills in sequence: brainstorming → tech-feasibility → assumption-extractor → micro-poc-validator → critical-research → narrative-auditor → research-cross-validator → research-synthesis. Use when evaluating a technology choice, planning a migration, or making any significant technical decision that warrants rigorous multi-angle analysis. Triggered by "full research pipeline", "rigorous tech evaluation", "research pipeline", or "evaluate [tech] thoroughly".

XState v5 Expert Skill

by boneskull

Expert guidance for implementing and analyzing XState v5 state machines with TypeScript support and best practices

marginaleffects

by vincentarelbundock

Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects, average treatment effects (ATE/ATT/CATE), hypothesis testing, contrasts, counterfactuals, risk ratios, odds ratios, causal inference with G-computation, or need help with marginaleffects functions like predictions(), comparisons(), slopes(), hypotheses(), datagrid(), avg_predictions(), avg_comparisons(), avg_slopes(), or plot functions.

ollama-optimizer

by Montimage

Optimize Ollama configuration for maximum performance on the current machine. Use when asked to "optimize Ollama", "configure Ollama", "speed up Ollama", "tune LLM performance", "setup local LLM", "fix Ollama performance", "Ollama running slow", or when users want to maximize inference speed, reduce memory usage, or select appropriate models for their hardware. Analyzes system hardware (GPU, RAM, CPU) and provides tailored recommendations.

nano-banana-pro

by EnzeD

Image generation and editing using Google Gemini's Nano Banana Pro (gemini-3-pro-image-preview) model. Use when user requests: "Generate an image", "Create an image", "Make me a picture", "Draw", "Edit that image", "Change the color", "Remove background", "Add transparency", "Modify this image", "Make it transparent", "Change the style", "Add text to image", or any image creation/manipulation task. Supports text-to-image generation, image editing, multi-turn conversations, and transparency extraction via difference matting technique.

advanced-evaluation

by xfstudio

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise comparison, position bias, evaluation pipelines, or automated quality assessment.

gemini-image

by akrindev

Generate images using Google Gemini and Imagen models via scripts/. Use for AI image generation, text-to-image, creating visuals from prompts, generating multiple images, custom aspect ratios, and high-resolution output up to 4K. Triggers on "generate image", "create image", "imagen", "text to image", "AI art", "nano banana".

video-generation

by Superconductor

Generate videos using Google Veo models. Create 4-8 second videos from text prompts, with optional image-to-video and video extension capabilities. Veo 3.1 supports native audio generation including dialogue and sound effects.

discord-admin-py

by JungHoonGhae

Discord server administration via inference.sh - Multi-function app for channel, role, member management, messages, and more. Use for Discord bot operations, server management, channel creation, role assignment, and message handling.

image-generation

by Superconductor

Generate high-quality images using Google Gemini's Nano Banana Pro image model. Use this skill when you need to create images from text descriptions or transform existing images/videos into new artwork.

text-to-speech

by Superconductor

Convert text to natural-sounding speech using Google Gemini TTS models. Supports 30 different voices and 24 languages. Use this skill when you need to generate audio narration, voiceovers, or spoken content from text.

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.

gemini-consultation

by Superconductor

Ask questions to Google Gemini AI models. Use this skill when you need a second opinion from another frontier AI model, want to analyze documents (PDFs, images), or need Gemini's perspective on any topic.

roi-calculator

by luisschmitzheadline

Build an ROI calculator or value model for deals. Inputs: cost savings, efficiency gains, revenue impact. Output: ROI %, payback period, value summary. Trigger with "create ROI calculator for [deal/segment]", "value model for [product]", or use the /create-roi-calculator command.

pricing-strategist

by luisschmitzheadline

Builds comprehensive pricing strategies by reading business context and asking targeted questions interactively. Use when user needs pricing plans, tier structures, price points, pricing model recommendations, or any pricing-related strategy for their product or service.

startup-go-to-market

by luisschmitzheadline

Use when designing go-to-market strategy, selecting GTM motion (PLG/sales-led), defining ICP, planning product launches, or implementing AI-powered GTM automation. Covers channel selection, growth loops, RevOps alignment, and market entry execution.

Business Model Frameworks

by luisschmitzheadline

creating-financial-models

by luisschmitzheadline

This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

forecast

by luisschmitzheadline

Generate weighted sales forecasts with best/likely/worst scenarios, commit vs. upside breakdown, and gap analysis. Works standalone with CSV or pasted pipeline; supercharged when you connect CRM. Trigger with "forecast my pipeline", "weighted forecast for this quarter", or use the /forecast command.