AI Agent Cost Optimization Cookbook: Cut Your Agent Bills by 60% Without Sacrificing Quality. Practical recipes for reducing AI agent operational costs. Cove...

A comprehensive AI agent skill for understanding, managing, and reducing costs in business. Helps you build cost visibility across your operation, identify w...

Huawei Cloud CCE cost optimization analysis skill. Identifies idle resources, oversized CPU/memory requests, low-utilization nodes, 24h/7d utilization trends...

Token savings and API cost optimization. Provides token calculator, three-tier optimization strategies (prompt compression / cache reuse / model downgrade),...

Analyze multi-cloud spend data to identify waste, rightsizing, reserved instance savings, and generate a prioritized 90-day cost optimization roadmap.

Activate when: an importer has recurring, material duty spend; evaluating FTZ, duty drawback, first-sale valuation, bonded warehouse, or FTA use; 'are we lea...

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Indexed by skills.sh from aj-geddes/useful-ai-prompts

Estimate token usage and approximate API cost of AI agents by analyzing model, reasoning steps, tools, and output size before deployment.

Track OpenClaw/Clawdbot token and cost usage from session JSONL logs (prefer real usage.cost when present), generate daily/weekly summaries and top expensive sessions, and run budget checks (exit code on breach). Use to monitor spend, enforce budgets via cron/alerts, and apply…

Analyzes Claw AI workflows to estimate token usage, cost, detect runaway loops, and suggest optimizations to prevent unexpected API expenses.

Track, analyze, and optimize AI and infrastructure costs with budgeting, spend forecasts, token usage scans, and optimization suggestions.

Monitor, budget, and optimize AI API spending across any provider. Tracks every call, enforces budgets, detects waste, provides optimization recommendations.

Compare AI API pricing across 18 models from 6 providers — find the cheapest model for your use case (coding, chat, writing, reasoning) and track your API sp...

Tiered model selection and cost optimization for multi-agent AI workflows. Use this skill whenever you are choosing a model for a task, spinning up a sub-age...

Zero-setup token cost analyzer for OpenClaw. Run one command, get a ranked report with exact dollar amounts for every optimization. No Python dependencies, n...

Ultimate cost optimization toolkit for OpenClaw/Claude Code. Smart model routing, context compression, heartbeat tuning, usage reports, config generation — s...

Deploy a cloud cost optimization pipeline with 4 agents. Use this skill when: 1. User wants to set up a FinOps or cloud cost optimization pipeline 2. User is...

Estimate infrastructure costs from Terraform plans — analyze resource changes, predict monthly spend, compare alternatives, and identify cost optimization op...

Monitor OpenClaw API costs in real-time, set budget alerts, and optimize model spending. Track token usage by session and model, get cost optimization tips,...

Huawei Cloud EIP (Elastic IP) cost optimization skill using Python SDK v2. Use this skill when the user wants to: (1) list and query EIPs across regions with...

Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation

Pre-process prompts through 3 compression layers before sending to paid APIs. Uses a local Ollama model to intelligently compress messages and summarize hist...

Track AI API costs across OpenAI, Anthropic, Google AI with budget alerts, analytics, and optimization tips

Track and report OpenClaw API usage, model costs, token consumption, and forecast spending with optimization recommendations.

Use when diagnosing or improving frontend performance, Core Web Vitals, bundle size, runtime rendering cost, network waterfalls, memory leaks, long tasks, Li...

Supply Chain Bottleneck Analyzer for TikTok Shop sellers. Diagnose cash flow, inventory turnover, affiliate commissions, and return rates. Includes FBT cost...

Real-time AI model capability tracking via leaderboards (LMSYS Arena, HuggingFace, etc.) for intelligent compute routing and cost optimization

Agent ops layer for OpenClaw — observability, governance, and cost optimization with automatic failover. Never breaks your setup.

Diagnose OpenClaw agent failures, cost spikes, and performance issues with 14 pattern detectors. Use when: task failed unexpectedly, costs seem high, agent b...

Route each incoming message to the right Bankr/OpenClaw model or to a zero-LLM path based on task type, risk, and cost. Use when you need per-message model s...

Analyze OpenClaw configs and session data to recommend specific, cost-effective token usage and model tuning changes with clear trade-offs and explanations.

Automatically selects the best AI model for queries by analyzing complexity to optimize cost and performance across multiple providers.

Agent token usage optimizer. Input usage logs, transcript excerpts, model bills, or runtime traces; output token/cost breakdown, waste patterns, context comp...

Reduce Anthropic API costs (cache read, compaction, context bloat) for OpenClaw agents. Use when users ask about token optimization, reducing API costs, cach...

ClawDef — Self-hosted Token optimization dashboard for OpenClaw. Tracks token usage, estimates costs, auto-switches to cheapest model, provides one-click pro...

Expertise-aware model router with semantic domain scoring, context-overflow protection, and security redaction. Automatically selects the optimal AI model using weighted expertise scoring (Feb 2026 benchmarks). Supports Claude, GPT, Gemini, Grok with automatic fallback chains,…

Regex-based routing sends simple tasks to local AI, medium to mid-tier, complex to premium — saving 60%+ on API costs.

Use when: user wants to select architecture patterns, compile a spec, iterate on constraints/NFRs, audit why patterns were selected/rejected, or finalise an...

See exactly what's eating your context window. Analyzes prompts, conversations, and system instructions to show where every token goes. Actionable compressio...

Adds an intent layer to OpenClaw agents, ensuring subagents optimize for your actual priorities via INTENT.md and context-aware task spawning.

Search and share verified local Agent solutions for task failures and successes, with automatic content desensitization and community-driven improvements.

Token-efficient context format using LLMCOM specification - reduces token usage by 70-80% through compact object notation.

Intelligent Model Routing - Save 60% on AI Costs / 智能路由系统 - 节省 60% 成本

Track AI agent costs in real-time, set budget limits, and auto-detect runaway loops. Smart routing reduces costs 40-60%. Works with OpenAI, Anthropic, and Go...

Audit, track, and optimize your organization's software licenses by identifying waste, compliance risks, and managing a renewal calendar with alerts.

Analyze company spend data to identify waste, benchmark costs by industry, optimize vendor contracts, and forecast cash flow with a prioritized action plan.

Smart AI router — automatically picks the best & cheapest LLM for every prompt. BYOK, tracks costs, enforces budgets. Supports 25+ providers.

Theta EdgeCloud API-key-first runtime scaffold with secure command-scoped auth and dry-run safety.

Automatically manages and compresses context to optimize token usage by summarizing, selectively loading, and budgeting for tool schemas, history, and tasks.

Reduce OpenClaw costs by 60-80% using cheap-first model routing, bounded context sizes, zero-token heartbeats, and token auditing with budget guardrails.

Monitor and display token usage metrics for AI models. Use when you need to track token consumption rates, view historical usage data, or get alerts about hi...

Reduce OpenClaw AI costs by 97%. Haiku model routing, free Ollama heartbeats, prompt caching, and budget controls. Go from $1,500/month to $50/month in 5 min...

Optimizes OpenClaw token usage via multi-level compression, semantic deduplication, and adaptive token budgeting to reduce API costs and memory footprint.

Provides detailed information on LLC formation and ongoing fees, state filing costs, registered agent expenses, and cost comparisons with links to official g...

Real-time API cost tracking, context bloat detection, and budget enforcement for OpenClaw agents. Use when setting up cost guardrails, checking daily spend,...

The AI Agent FinOps Playbook: Budget Enforcement, Cost Allocation & Spend Analytics for Multi-Agent Systems. Complete guide to cost governance for multi-agen...

Analyze any task and recommend the most cost-effective LLM — with live pricing data from 30+ models, tier analysis, token estimation, and projected cost. Per...

Before starting any AI task, find the most cost-effective model and estimated cost. 4 modes (value, quality, balanced, local). Task profiling + model matchin...

Guides local businesses through a 7-day AI search optimization with media content creation, strategy, competitor analysis, and publishing recommendations.

Comprehensive memory management optimization for AI agents. Use when: (1) Agent experiences context compression amnesia, (2) Need to rebuild context quickly...

Specializes in semiconductor industry text optimization and standardized writing

Track LLM API spending per agent/session with budget alerts and CSV export

Track and log LLM API costs with automatic token counting and cache exact responses locally using SQLite to reduce expenses and boost efficiency.

Prevent runaway API costs with 3-tier protection: caution, emergency, and hard cap. Works for ANY expensive API GPT-4, Claude Opus, Gemini, cloud services.

Track OpenClaw usage costs and provide detailed reports by date and model. Supports daily, weekly, and monthly report formats for Discord and other messaging channels.

Add cheap model aliases to your OpenRouter setup for tasks from simple to complex, cutting API costs 50-90% without changing your default model.

Automatic waste detection and cost optimization for every LLM and tool call

Analyze and identify AI token usage risks and runaway loops to understand potential overspending and learn how to set real-time cost protections.

Run only when the user explicitly asks for a monthly Azure subscription cost analysis — lists all accessible subscriptions, lets the user choose which to ana...

Analyzes AWS infrastructure for cost savings. Right-sizing, Reserved Instances, Savings Plans, unused resources.

Agent Token Cost Signal Kit — Find token waste, repeated calls, and risky routing changes before they become real cost.

Alibaba Cloud MaxCompute Cost Analysis Skill. Analyze MaxCompute pay-as-you-go costs including billing, storage metrics, and compute metrics. Triggers: "maxc...

Analyze OpenClaw agent configuration and API usage patterns to identify cost-saving opportunities. Diagnose inefficient heartbeat configs, estimate daily/wee...

Automated cost estimation from BIM models using DDC CWICR database with 55,719 work items. AI classification + vector search for accurate pricing.

Review a bill of materials for cost, risk, and supply exposure — cost rollup, top-10 cost drivers, single-source and EOL risk, MOQ vs forecast mismatch, cost...

Minimize Anthropic Claude API costs through model selection, prompt caching, batching, and cost tracking. ⚠️ Enables local caching and cost logging — review...

Query Claude API usage and cost reports from the command line. Secure macOS Keychain storage for Admin API key. Table/JSON output.

Pre-flight cost estimation for subagent spawns and approval gates. Prevents API overspend and surprise billing. Budget control for sessions_spawn calls. Dail...

Real-time token usage and cost tracking for OpenClaw agents. Supports MiMo Token Plan (Credits) and DeepSeek pay-as-you-go (RMB). Shows per-turn consumption...

Cloud cost review: rightsizing, reservations, waste. Use when reducing infra spend.

Predict construction project costs using Machine Learning. Use Linear Regression, K-Nearest Neighbors, and Random Forest models on historical project data. Train, evaluate, and deploy cost prediction models.

Provides structured analysis, templates, and actionable recommendations to identify cost reduction opportunities using best-practice financial frameworks.

Audit AI agent cron jobs for token cost risks, model-switch loops, and session isolation failures. Use when setting up new cron jobs, debugging unexpected to...

Generate detailed daily OpenClaw cost reports by agent, model, and channel, with HTML email formatting and optional automated delivery.

Call GET /api/douyin-xingtu/get-kol-cp-info/v1 for Douyin Creator Marketplace (Xingtu) Cost Performance Analysis through JustOneAPI with kolId.

Monitors and enforces real-time LLM API spending with per-user quotas, alerts, daily reports, and budget limits to prevent cost overruns.

Analyze LLM API usage logs and suggest cost optimizations. Use when you need to reduce LLM spending, compare model costs, find downgrade opportunities, detec...

This skill should be used when the user asks to reduce OpenClaw token spend, audit model and cron cost risk, prevent denial-of-wallet incidents, add budget g...

AI model cost calculator. Compare pricing across Claude, GPT, DeepSeek, and other AI models. Calculate token costs, optimize API spending, and find the best...

Track OpenClaw token usage and API costs from local session data. Prefer openclaw-cost-diff for current cost analysis and window-over-window comparison acros...

Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expens...

Activate when: user says "what could we have done instead," "what's the next-best alternative," "is this worth the cost," "what are we giving up by choosing...