cost-optimization
wshobsonOptimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.
backtesting-frameworks
wshobsonBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.
skypilot-multi-cloud-orchestration
davila7Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.
agent-tool-builder
davila7Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling. JSON Schema best practices, description writing that actually helps the LLM, validation, and the emerging MCP standard that's becoming the lingua franca for AI tools. Key insight: Tool descriptions are more important than tool implementa
knowledge-distillation
davila7Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to open-source models, or reducing inference costs. Covers temperature scaling, soft targets, reverse KLD, logit distillation, and MiniLLM training strategies.
backtesting-frameworks
sickn33Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.
startup-business-analyst-financial-projections
sickn33Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios
context-optimization
muratcankoylanThis skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context capacity.
agent-session-monitor
alibabaReal-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage. Supports web interface for viewing complete conversation history and costs. Use when users ask about current session token consumption, conversation history, or cost statistics.
tldr-stats
parcadeiShow full session token usage, costs, TLDR savings, and hook activity
aws-solution-architect
alirezarezvaniDesign AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.
alpha-finder
openclawMarket Oracle for prediction market intelligence - Polymarket and Kalshi research, probability assessments, market sentiment analysis, and arbitrage opportunity identification. Use when users want to research prediction markets, analyze betting odds, or find market inefficiencies. Costs $0.03 USDC per request via x402 protocol on Base network.
ethereum-gas-tracker
openclawMonitor Ethereum gas prices in real-time - get current gwei rates, estimate transaction costs, find optimal times to transact, and track gas trends.
whisper-mlx-local
openclawFree local speech-to-text for Telegram and WhatsApp using MLX Whisper on Apple Silicon. Private, no API costs.
save-money
openclawAuto-detect task complexity for Claude models (Haiku + Sonnet). Route simple tasks to Haiku, escalate complex ones to Sonnet. Save 50%+ on API costs. — RULES: Before responding, classify the task. If it matches an escalation trigger, call sessions_spawn with the full task and model anthropic/claude-sonnet-4-20250514 IMMEDIATELY. Do NOT answer complex tasks yourself. ESCALATE: analysis, comparisons, planning, strategy, code >10 lines, reports, proposals, multi-step reasoning, tables, outlines, charts, long writing >3 paragraphs, summarization, long translation. NEVER on Haiku: comparison tables, code >10 lines, multi-step analysis, reports, complex reasoning. STAY on Haiku: factual Q&A, definitions, greetings, reminders, short lookups, casual chat, 1-2 sentence tasks. When in doubt, escalate. Keep Haiku replies concise.
gas-tracker
openclawMonitor Ethereum gas prices in real-time - get current gwei rates, estimate transaction costs, find optimal times to transact, and track gas trends.
clawdbot-logs
openclawAnalyze Clawdbot logs and diagnostics. Use when the user asks about bot performance, response times, errors, session stats, token usage, API costs, or wants to debug slow responses.
lmstudio-subagents
openclawReduces token usage from paid providers by offloading work to local LM Studio models. Use when: (1) Cutting costs—use local models for summarization, extraction, classification, rewriting, first-pass review, brainstorming when quality suffices, (2) Avoiding paid API calls for high-volume or repetitive tasks, (3) No extra model configuration—JIT loading and REST API work with existing LM Studio setup, (4) Local-only or privacy-sensitive work. Requires LM Studio 0.4+ with server (default :1234). No CLI required.
pamela-call
openclawMake AI-powered phone calls instantly with Pamela. No lag, no phone setup, no big upfront costs—just automatic calling.
claude-code-wingman
openclawYour Claude Code wingman - dispatch coding tasks via tmux for free/work-paid coding while keeping Clawdbot API costs minimal
find-people
openclawOpen Source Intelligence (OSINT) tool for researching individuals - professional backgrounds, career timelines, due diligence, competitive intelligence, and investor research. Use when users need to research people, verify credentials, or gather professional information. Costs $0.15 USDC per request via x402 protocol on Base network.
openclaw-cost-tracker
openclawTrack OpenClaw usage costs and provide detailed reports by date and model. Supports daily, weekly, and monthly report formats for Discord and other messaging channels.
x-search
openclawAI-powered X/Twitter search for real-time trends, breaking news, sentiment analysis, and social media insights. Use when users want to search Twitter/X for topics, hashtags, viral content, or public opinion. Costs $0.05 USDC per request via x402 protocol on Base network.
mechanic
openclawVehicle maintenance tracker and mechanic advisor. Tracks mileage, service intervals, fuel economy, costs, warranties, and recalls. Researches manufacturer schedules, estimates costs, projects service dates, tracks providers, and proactively reminds about upcoming/overdue services. Supports VIN decode and auto-population of vehicle specs, NHTSA recall monitoring, MPG tracking with anomaly detection, warranty expiration alerts, pre-trip/seasonal checklists, mileage projection, service provider history, tax deduction integration, emergency info cards, and cost-per-mile analysis. Use when discussing vehicle maintenance, oil changes, service intervals, mileage tracking, fuel economy, warranties, recalls, RV maintenance, roof sealing, generator service, slide-outs, winterization, or anything mechanic-related. Supports any vehicle type including trucks, cars, motorcycles, dirt bikes, ATVs, RVs, and boats.
azure-cost-optimization
microsoftIdentify and quantify cost savings across Azure subscriptions by analyzing actual costs, utilization metrics, and generating actionable optimization recommendations. USE FOR: optimize Azure costs, reduce Azure spending, reduce Azure expenses, analyze Azure costs, find cost savings, generate cost optimization report, find orphaned resources, rightsize VMs, cost analysis, reduce waste, Azure spending analysis, find unused resources, optimize Redis costs. DO NOT USE FOR: deploying resources (use azure-deploy), general Azure diagnostics (use azure-diagnostics), security issues (use azure-security)
linear-cost-tuning
Optimize Linear API usage and manage costs effectively. Use when reducing API calls, managing rate limits efficiently, or optimizing integration costs. Trigger with phrases like "linear cost", "reduce linear API calls", "linear efficiency", "linear API usage", "optimize linear costs".
maintainx-cost-tuning
Optimize MaintainX API usage for cost efficiency. Use when managing API costs, optimizing request volume, or implementing cost-effective integration patterns with MaintainX. Trigger with phrases like "maintainx cost", "maintainx billing", "reduce maintainx usage", "maintainx api costs", "maintainx optimization".
ideogram-cost-tuning
Optimize Ideogram costs through tier selection, sampling, and usage monitoring. Use when analyzing Ideogram billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "ideogram cost", "ideogram billing", "reduce ideogram costs", "ideogram pricing", "ideogram expensive", "ideogram budget".
lindy-cost-tuning
Optimize Lindy AI costs and manage usage efficiently. Use when reducing costs, analyzing usage patterns, or optimizing budget allocation. Trigger with phrases like "lindy cost", "lindy billing", "reduce lindy spend", "lindy budget".
twinmind-cost-tuning
Optimize TwinMind costs across Free, Pro, and Enterprise tiers. Use when analyzing usage patterns, reducing costs, or choosing the right pricing tier for your needs. Trigger with phrases like "twinmind cost", "reduce twinmind spending", "twinmind pricing optimization", "twinmind budget".
sentry-rate-limits
jeremylongshoreManage Sentry rate limits and quota optimization. Use when hitting rate limits, optimizing event volume, or managing Sentry costs. Trigger with phrases like "sentry rate limit", "sentry quota", "reduce sentry events", "sentry 429".
groq-cost-tuning
jeremylongshoreOptimize Groq costs through tier selection, sampling, and usage monitoring. Use when analyzing Groq billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "groq cost", "groq billing", "reduce groq costs", "groq pricing", "groq expensive", "groq budget".
vastai-cost-tuning
Optimize Vast.ai costs through tier selection, sampling, and usage monitoring. Use when analyzing Vast.ai billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "vastai cost", "vastai billing", "reduce vastai costs", "vastai pricing", "vastai expensive", "vastai budget".
langchain-cost-tuning
jeremylongshoreOptimize LangChain API costs and token usage. Use when reducing LLM API expenses, implementing cost controls, or optimizing token consumption in production. Trigger with phrases like "langchain cost", "langchain tokens", "reduce langchain cost", "langchain billing", "langchain budget".
openrouter-pricing-basics
Execute understanding OpenRouter pricing and cost estimation. Use when budgeting or optimizing costs. Trigger with phrases like 'openrouter pricing', 'openrouter costs', 'openrouter budget', 'openrouter token pricing'.
customerio-cost-tuning
Optimize Customer.io costs and usage. Use when reducing expenses, optimizing usage, or right-sizing your Customer.io plan. Trigger with phrases like "customer.io cost", "reduce customer.io spend", "customer.io billing", "customer.io pricing".
routing-dex-trades
Route trades across multiple DEXs to find optimal prices with minimal slippage and gas costs. Use when comparing DEX prices, finding optimal swap routes, analyzing price impact, splitting large orders, or assessing MEV risk. Trigger with phrases like "find best swap", "compare DEX prices", "route trade", "optimal swap route", "split order", "DEX aggregator", "check slippage", or "MEV protection".
optimizing-gas-fees
Optimize blockchain gas costs by analyzing prices, patterns, and timing. Use when checking gas prices, estimating costs, or finding optimal windows. Trigger with phrases like "gas prices", "optimize gas", "transaction cost", "when to transact".
firecrawl-cost-tuning
Optimize FireCrawl costs through tier selection, sampling, and usage monitoring. Use when analyzing FireCrawl billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "firecrawl cost", "firecrawl billing", "reduce firecrawl costs", "firecrawl pricing", "firecrawl expensive", "firecrawl budget".
exa-cost-tuning
Optimize Exa costs through tier selection, sampling, and usage monitoring. Use when analyzing Exa billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "exa cost", "exa billing", "reduce exa costs", "exa pricing", "exa expensive", "exa budget".
fireflies-cost-tuning
jeremylongshoreOptimize Fireflies.ai costs through tier selection, sampling, and usage monitoring. Use when analyzing Fireflies.ai billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "fireflies cost", "fireflies billing", "reduce fireflies costs", "fireflies pricing", "fireflies expensive", "fireflies budget".
juicebox-cost-tuning
Optimize Juicebox costs and usage. Use when reducing API costs, optimizing quota usage, or implementing cost-effective Juicebox patterns. Trigger with phrases like "juicebox cost", "juicebox budget", "optimize juicebox usage", "juicebox pricing".
openrouter-usage-analytics
Track and analyze OpenRouter usage patterns. Use when optimizing costs or understanding usage. Trigger with phrases like 'openrouter analytics', 'openrouter usage', 'openrouter metrics', 'track openrouter'.
coderabbit-cost-tuning
Optimize CodeRabbit costs through tier selection, sampling, and usage monitoring. Use when analyzing CodeRabbit billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "coderabbit cost", "coderabbit billing", "reduce coderabbit costs", "coderabbit pricing", "coderabbit expensive", "coderabbit budget".
databricks-cost-tuning
Optimize Databricks costs with cluster policies, spot instances, and monitoring. Use when reducing cloud spend, implementing cost controls, or analyzing Databricks usage costs. Trigger with phrases like "databricks cost", "reduce databricks spend", "databricks billing", "databricks cost optimization", "cluster cost".
apollo-cost-tuning
jeremylongshoreOptimize Apollo.io costs and credit usage. Use when managing Apollo credits, reducing API costs, or optimizing subscription usage. Trigger with phrases like "apollo cost", "apollo credits", "apollo billing", "reduce apollo costs", "apollo usage".
supabase-cost-tuning
Optimize Supabase costs through tier selection, sampling, and usage monitoring. Use when analyzing Supabase billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "supabase cost", "supabase billing", "reduce supabase costs", "supabase pricing", "supabase expensive", "supabase budget".
gamma-cost-tuning
jeremylongshoreOptimize Gamma usage costs and manage API spending. Use when reducing API costs, implementing usage quotas, or planning for scale with budget constraints. Trigger with phrases like "gamma cost", "gamma billing", "gamma budget", "gamma expensive", "gamma pricing".