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Token Consumer Optimizer

智能推荐最经济高效的AI模型组合，实时比价、成本估算及预算规划，优化Token消费方案与使用效果。

MMX Cost Optimizer

智能AI成本优化系统，集成Token预算管理、边际收益检测、多维度成本统计。当用户要求优化AI调用成本、控制Token使用、监控预算消耗、生成成本报告、降低API费用时使用。

hqhq1025/skill-optimizer

Diagnose and optimize your Agent Skills (SKILL.md) with real session data + research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent.

OpenClaw Token Optimizer

Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session prunin...

Qmd Memory 1.0.0

Enables local hybrid memory search using QMD with optimized collections, automatic indexing, and multi-agent sharing to reduce API costs by $50-300/month.

TokenMail

TokenMail skill for AI agent email communication using a Node.js CLI (no Python cryptography dependency). Optimized for sandbox usage with no mandatory npm i...

Parallel

High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations. Supports agentic mode for token-efficien...

proxy-token-optimizer

Optimize LLM token usage and API costs for the openclaw-manager proxy platform. Provides model-tier routing (route simple prompts to glm-4.7-flashx instead o...

Precise T Trading

Professional T+0 intraday trading system for Chinese A-shares. Uses Bayesian inference, Kelly criterion, and VaR risk management to optimize day-trading deci...

Openclaw Optimizer Pro

OpenClaw token cost reduction, performance tuning, and security hardening guide. Use when asked to optimize OpenClaw, reduce token costs, fix missing capabil...

LLM Cost Tracker

Track, analyze, and optimize LLM API spending across providers (OpenAI, Anthropic, Google, DeepSeek, etc.). Use when the user asks about API costs, token usa...

Onboarding CRO

Optimize post-signup onboarding by defining activation, mapping flows, removing friction, redesigning steps, and measuring activation rates to boost user ret...

Anthropic Token Optimizer

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

Context Memory Optimizer

v3.1 (ClawHub-safe, source-verified): OpenClaw context memory optimizer. Prevents context overflow, memory drift, and token waste in long agent sessions. Bas...

iOS Simulator Skill

21 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build automation, accessibility testing, and simulator lifecycle management. Optimized for AI agents with minimal token output.

Robot Resources

Reduce LLM API costs by 60-90% with intelligent local routing + compress web content by 70-80% with token-optimized scraping. Free, runs locally, no markup....

Inception Token Optimizer

Optimize Inception Labs token usage to minimize costs. Use when choosing Inception models (Mercury, etc.), crafting prompts for Inception, analyzing token co...

Openclaw Ai Cost Calc

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

Skill Search Optimizer

Optimize agent skills for discoverability on ClawdHub/MoltHub. Use when improving search ranking, writing descriptions for semantic search, understanding how the registry indexes skills, testing search visibility, or analyzing why a skill isn't being found.

OC Context Optimizer

Optimize conversation context by deduplicating, compressing messages, summarizing long chats, and parallelizing tool calls to save tokens and speed execution.

🦐 Shrink — Three-Tier Multimodal Context Optimizer

Replace base64 images in session history with context-aware text descriptions, reducing image token cost by 96-99%. Use when: (1) user says /shrink, /shrink,...

Trunkate AI

Semantically optimizes context history and large text blocks via the Trunkate AI API. Includes proactive context pruning hooks for automated token management.

Token Cost Optimizer

OpenClaw Token 成本优化与 API 用量控制专家。当用户提到 token 消耗过高、API 费用上涨、 模型调用太贵、上下文太长、死循环、定时任务频率、多 Agent 重复请求、模型路由、 或任何与降低 OpenClaw 运行成本相关的话题时，立即使用此 Skill。 也适用于用户说"帮我省钱"、"...

Smart Model Router

Optimize Your API Costs - Route tasks to cost-effective models via TokenRouter. Dynamically builds model tiers from live pricing, classifies tasks into 6 cat...

TaskMaster - AI Cost Optimizer

Project manager and task delegation system. Use when you need to break down complex work into smaller tasks, assign appropriate AI models based on complexity, spawn sub-agents for parallel execution, track progress, and manage token budgets. Ideal for research projects, multi-step workflows, or when you want to delegate routine tasks to cheaper models while handling complex coordination yourself.

Sophie Optimizer

Automated context health management for OpenClaw. Monitors token usage, snapshots memory, and resets sessions to maintain performance. Authored by Sophie.

prompt-token-analyzer

A Node.js CLI tool that analyzes prompt token usage using a GPT-compatible tokenizer. Helps agents estimate prompt size, debug context overflow, and optimize...

SushiSwap API

REST API for optimized token swapping (including executable transaction generation), swap quoting, and pricing using the SushiSwap Aggregator. Use this skill when the user wants to: - Get a swap quote between two tokens on 40+ evm networks - Generate executable swap transaction data - Fetch token prices for a specific network or token - Retrieve token metadata - Discover supported AMM liquidity sources - Integrate SushiSwap swapping or pricing logic via HTTP/REST (and not the SushiSwap Javascrip

Low Token Usage

Optimizes for minimal token usage. Removes fluff, eliminates step-by-step narration, and delivers results-only communication.

Context Switch Token Optimizer

智能对话上下文切换与 Token 优化。分析对话主题连续性以管理上下文、在话题间切换并节省 Token。 适用于多任务对话、项目工作流、学习研究等需管理上下文与 Token 使用的场景。

Amazon Sif Optimizer

Amazon Listing, keyword, and advertising deep optimization agent. Comprehensive SIF (Search-Index-Funnel) optimization — audit and improve listings for searc...

Polymarket Trader 1.0.0

Develop and optimize a Polymarket BTC 1h Up/Down trading strategy using Binance BTCUSDT data to identify fair probabilities and manage trade entries and exits.

Tokenoptimizer

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...

Elite CLI Tools

Elite CLI tooling for efficient shell operations with optimized token usage. Use when executing shell commands, traversing directories, or manipulating files...

Read Optimizer

Optimizes file reading by smartly extracting head/tail lines, matching patterns, or showing git diffs to minimize token use and latency.

Mdnew

Fetch clean, token-efficient Markdown from any URL using markdown.new, optimized for deep analysis with JS support and stripped of boilerplate content.

Context Budget Optimizer

Audits your agent’s context token usage to identify waste and provides a 3-week actionable roadmap to reduce AI cost by 30-40% without quality loss.

SQL Toolkit

Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.

article-page-generator

When the user wants to create, optimize, or audit a single article/post page (not the blog index). Also use when the user mentions "article page," "blog post...

Shadows Context Optimizer

Token and context window optimization — compact prompts, reduce redundancy, prioritize critical context. Use when hitting context limits or to improve agent...

OpenClaw Model Optimizer

Optimize OpenClaw model configuration by declaring missing model capabilities (vision/multimodal input, context window, max output tokens, reasoning). Use wh...

Markdown Fetch

Optimizes web fetching by using Cloudflare's Markdown for Agents, reducing token consumption by ~80%

ghostbot-uniswap-v4

GhostBot ACLM — AI-powered Automated Concentrated Liquidity Manager for Uniswap v4. Manage liquidity positions, auto-rebalance out-of-range positions, optimize LP fees dynamically, execute limit orders (stop-loss, take-profit), and monitor oracle signals — all from chat. Deployed on Ethereum Sepolia with verified contracts. Use this skill when users ask about DeFi liquidity provision, Uniswap v4 hooks, pool management, LP positions, impermanent loss, or automated market making.

Agent Cost Monitor

Monitor token usage and estimated costs across all OpenClaw agents in real-time, with alerts and recommendations to stay within budgets and optimize spending.

Agent Docs

Create documentation optimized for AI agent consumption. Use when writing SKILL.md files, README files, API docs, or any documentation that will be read by LLMs in context windows. Helps structure content for RAG retrieval, token efficiency, and the Hybrid Context Hierarchy.

Cost Guardian

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

Memory Audit Guardian

Weekly memory governance audit for OpenClaw. Use when user asks to audit/optimize memory quality, reduce token overhead, verify MEMORY/TOOLS/AGENTS role boun...

Context Slimmer

Audit and slim down always-loaded context files (AGENTS.md, TOOLS.md, USER.md, MEMORY.md, HEARTBEAT.md, SOUL.md, IDENTITY.md). Use when asked to reduce token usage, audit context files, optimize context window, or slim down workspace files. Measures current token cost and identifies what to move, remove, or compress.