ML Ops

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.

pricing-strategy-architect

by luisschmitzheadline

Value-based pricing framework with Van Westendorp PSM analysis. Designs tier structure, packaging strategy, and unit economics. Produces comprehensive pricing strategy with Good-Better-Best model, competitive positioning, and implementation roadmap.

lookup

by nweii

"Explain the meaning of selected text using surrounding context. Identifies unclear words, phrases, idioms, or colloquialisms and provides concise definitions with cultural context and usage notes."

faion-ai-agents

by faionfaion

"AI agents: autonomous agents, multi-agent systems, LangChain, LlamaIndex, MCP."

faion-ml-ops

by faionfaion

"ML operations: fine-tuning (LoRA, QLoRA), model evaluation, cost optimization, observability."

ollama-launch

by richfrem

Start and verify the local Ollama LLM server. Use when Ollama is needed for RLM distillation, seal snapshots, embeddings, or any local LLM inference — and it's not already running. Checks if Ollama is running, starts it if not, and verifies the health endpoint.

token-optimizer

by Asif2BD

Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.

ai-engineer

by ngxtm

"Build production-ready LLM applications, advanced RAG systems, and"

3d-web-experience

by ngxtm

"Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."

MCP 工具集成专家

by valkryhx

"集成 Model Context Protocol (MCP) 工具，通过 HTTP 连接与外部 MCP 服务交互，提供参数管理、工单生成等功能。"

参数 MCP 工具集成专家

by valkryhx

"集成参数 Model Context Protocol (MCP) 工具，通过 HTTP 连接与外部参数 MCP 服务交互，提供参数管理、工单生成等功能。"

agentic-ui-contract

by phrazzld

Design and implement agentic product flows using the contract: model decides what to do, tools decide how it is done, UI schema decides how it is rendered. Use for chat-first apps, tool-calling agents, generative UI systems, and planner/tool architecture decisions. Keywords: agentic UX, tool calling, planner, generative UI, function tools.

autoinfo-manager

by wuhongchen

OpenClaw 自动化运营平台总控中心。负责从选题分析、内容改写、AI 生图到微信发布的全链路调度。

announce

by phrazzld

Launch post generator for multiple platforms. Creates Twitter, HN, Reddit, and Indie Hackers announcements. Use for product launches, major updates, or milestone announcements.

config-sync-overview

by CsHeng

Provide structured config-sync system and directory overview. Use when config-sync architecture guidance is required.

business-model-preferences

by phrazzld

Pricing philosophy and business model constraints. Auto-invoke when: evaluating pricing, checkout flows, subscription logic, tier structures.

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.

Business Model Frameworks

by luisschmitzheadline

model-builder

by armanzeroeight

Creates dbt models with proper layering (staging, marts), incremental strategies, and documentation. Use when creating dbt models, organizing data transformations, or implementing incremental models.

webgpu

by cazala

WebGPU/WGSL guidance for initialization, render/compute pipelines, shader authoring, debugging, and performance; use when building or troubleshooting WebGPU apps, GPU compute workloads, or WGSL shaders.

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.

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.