Find the Right AI Skill for Any Job

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...

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...

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...

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...

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...

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,...

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"、"...

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.

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...

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...

Read Optimizer

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

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.

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...

SQL Query Optimizer

Analyze and optimize SQL queries by providing performance analysis, index recommendations, execution plan interpretation, and optimization suggestions.

Huizai Context Optimizer

This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentio...

context-engineer

Context window optimizer — analyze, audit, and optimize your agent's context utilization. Know exactly where your tokens go before they're sent.

Token Optimizer

Automatically analyze and reduce OpenClaw token waste through context compression, tool-call deduplication insights, model selection guidance, and session hygiene checks. Use when sessions are nearing context limits, costs are climbing, or you want proactive token optimization before expensive tasks.

Openclaw Context Optimizer

Intelligently compresses and optimizes context to reduce token usage by 40-60%, using deduplication, pruning, summarization, and adaptive learning.

Openclaw Token Memory Optimizer

Optimization suite for OpenClaw agents to prevent token leaks and context bloat. Use when an agent needs to implement background task isolation (Cron) or a Reset & Summarize workflow (RAG).

StartClaw-Optimizer

Master optimization system - APPLIES TO EVERY RESPONSE. Before responding, classify task complexity (simple question vs analysis vs coding). Use Haiku for simple/navigation/extraction/status. Use Sonnet ONLY for writing/analysis/planning/debugging. Monitor context size - if >50k tokens, recommend /compact. For automations, use scheduler wrapper. Never load full conversation history for simple tasks. Heartbeats always Haiku, single-line only. Never use Opus. This skill MUST run before every respo

Tokenguard Pro

Token cost optimizer for OpenClaw agents. Scan usage patterns, identify waste (excessive context, repeated queries, inefficient tool use), and get actionable...

Aggressive Context Optimizer

Slash OpenClaw token costs and prevent context overflow. Use whenever the user mentions high API costs, expensive tokens, context truncation, context overflo...

AI Assistant Optimizer

从AI内部视角诊断并优化OpenClaw配置，提升响应速度，降低token消耗，设计高效工作流，提升AI助手整体效率和质量。

Context Optimizer Pro

Monitors token usage in long sessions, extracts key info, and creates continuation sessions to manage context limits automatically.

Oktk

LLM Token Optimizer - Reduce AI API costs by 60-90%. Compresses CLI outputs (git, docker, kubectl) before sending to GPT-4/Claude. AI auto-learning included. By Buba Draugelis 🇱🇹

token-use-optimizer

AI Agent 项目的 Token 消耗审计与系统性优化。提供四层诊断框架、六步优化 SOP、 自动化审计脚本。适用于任何使用 Rules + Memory + Knowledge + Skills 架构的 AI Agent 项目（如 CodeBuddy、Cursor、Windsurf 等）。 This ski...

Overkill Token Optimizer

Optimize and manage session tokens for workspace memory with commands to check usage, reset, index, search, and compress tokens.

TollboothLabs/ai-tool-optimizer

[](https://glama.ai/mcp/servers/@TollboothLabs/ai-tool-optimizer) 🐍 - Reduces MCP tool description token costs by 40-70% through pure text schema distillation.

token-optimizer-off

自动压缩会话输入token，智能管理上下文和任务记忆，将token数量从10万+压缩至8,000以内，降低成本。

Claude Code API Optimizer Skill

Reduce LLM API token consumption by 20-35% through pre-send estimation, memory extraction, and context compression.

Mem Optimizer

记忆优化与压缩工具。结合 self-improving 机制，自动统计、压缩和优化记忆文件，减少 token 消耗。支持多智能体优化和24小时工作检测。触发关键词：优化记忆、记忆优化、总结你自己、MemOptimizer、memopt、执行多智能体记忆优化流程

Token Optimizer Pro

Monitor OpenClaw token usage, analyze usage patterns, estimate cost, and provide practical optimization suggestions. Use when reviewing token consumption by...

Crypto Executor Optimizer

Autonomous optimizer skill for Wesley — reads Binance trading performance every 6 hours, analyzes win rate and strategy metrics, then safely tunes executor.p...

Token Usage Optimizer

Maximize your Claude Code subscription value with smart usage monitoring and burn rate optimization. Track 5-hour session and 7-day weekly quotas, get one-ti...

OpenClaw Token Optimizer

Optimize OpenClaw token usage and cost by auditing context injection, trimming workspace files (AGENTS.md/SOUL.md/MEMORY.md and daily memory), enabling promp...

Prompt Optimizer Chinese

专为 Claude 用户打造的提示词优化工具，节省 30% Token，内置 4 大角色预设，全场景自动结构化，降本提效

OpenClaw ElonTools Optimizer v3 — Safe Edition

Otimizações SEGURAS para OpenClaw — apenas configurações que economizam tokens sem NENHUM risco de perda de contexto ou loops infinitos. QUANDO USAR: - Setup...

Token Optimizer 1.0.0

✂️ TOKEN节约器 - 工作流程控制器。通过问题预检、路径验证、进度检查、错误快速定位，防止重复无效工作，节约TOKEN消耗。兼容Windows/Mac/Linux/MaxClaw/ClawHub。