Universal LLM Token Manager - Monitor usage and provide cost-saving recommendations for Kimi, OpenAI, Anthropic, Gemini, and local models. Features scheduled monitoring, cross-session tracking, and pr
Real data. Real impact.
Emerging
Developers
Per week
Open source
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Universal LLM Token Manager with proactive monitoring and analytics.
Use this skill when you need to:
cd /path/to/token-manager export MOONSHOT_API_KEY="your-api-key"Generate report
node scripts/manager.js report 11000 146 42000 200000 off 9.26 moonshot kimi-k2.5
Real-time session analysis with cost-saving suggestions.
Automatic balance monitoring with proactive notifications.
Register as OpenClaw tool for seamless usage.
Track spending patterns and generate reports.
| Provider | Balance Query | Token Estimate | Pricing |
|---|---|---|---|
| Kimi/Moonshot | ✅ API | ✅ API | ¥12/1M tokens |
| OpenAI | ❌ Console | ❌ Approx | USD/1M tokens |
| Anthropic/Claude | ❌ Console | ❌ Approx | USD/1M tokens |
| Google/Gemini | ❌ Console | ❌ Approx | USD/1M tokens |
| Ollama/Local | N/A Free | N/A | FREE |
| Scenario | Recommendation | Action |
|---|---|---|
| Context > 80% | 🚨 Critical: Must compact immediately | |
| Context > 50% | 📊 Suggest: Consider compacting | |
| Session > 50k tokens | ⚠️ Warning: Split tasks now | |
| Session > 20k tokens | 💡 Tip: Use sub-agents for large tasks | |
| Scenario | Recommendation | Action |
|---|---|---|
| Reasoning ON + small task (<5k tokens) | 💡 Can disable to save 20-30% | |
| Reasoning ON + complex task | ✅ Keep on for quality | Keep |
| Scenario | Recommendation |
|---|---|
| Balance < ¥5 | 🚨 Enable save mode, avoid large tasks |
| Using GPT-4 | 💡 Consider GPT-4o-mini for 10x savings |
| Using Claude Opus | 💡 Consider Claude Sonnet for 5x savings |
| Running Ollama | 🎉 Free! No API costs |
node scripts/manager.js report <tokensIn> <tokensOut> <contextUsed> <contextMax> <thinking> [balance] [provider] [model] [apiKey] node scripts/manager.js balance [provider] [apiKey] node scripts/manager.js estimate <provider> <inputTokens> <outputTokens> [model] node scripts/manager.js providers node scripts/manager.js history
# Check balance and alert if below threshold node scripts/scheduler.js check <provider> <threshold>View alert statistics
node scripts/scheduler.js stats
# Record session for tracking node scripts/session-tracker.js record <provider> <model> <tokensIn> <tokensOut> <cost> [currency]Generate reports
node scripts/session-tracker.js daily [date] node scripts/session-tracker.js weekly node scripts/session-tracker.js recommend
Setup automatic balance monitoring with cron jobs.
# Check every hour, alert if below ¥5 openclaw cron add \ --name "token-balance-check" \ --schedule "0 * * * *" \ --command "cd /path/to/token-manager && node scripts/scheduler.js check moonshot 5"
| Condition | Action | Cooldown |
|---|---|---|
| Balance < threshold | Send alert | 1 hour |
| Balance < ¥1 | Send urgent alert | 30 min |
| 3 alerts in 24h | Suggest adding funds | - |
When triggered, outputs JSON:
{ "alert": true, "balance": 3.50, "threshold": 5, "messages": { "en": "🚨 [URGENT] Token Manager Alert...", "cn": "🚨 [紧急] Token 管家提醒..." } }
Register as OpenClaw tool for direct usage.
Add to
openclaw.json{ "tools": { "token_status": { "command": "cd /path/to/token-manager && node scripts/manager.js report", "description": "Check current token usage and costs" }, "token_balance": { "command": "cd /path/to/token-manager && node scripts/manager.js balance", "description": "Query account balance" } } }
# Direct commands openclaw tool token_status 11000 146 42000 200000 off 9.26 moonshot openclaw tool token_balance moonshot
Track usage patterns across multiple sessions.
Automatically or manually record each session:
node scripts/session-tracker.js record moonshot kimi-k2.5 5000 500 0.06 CNY
node scripts/session-tracker.js daily # Output: Total tokens, cost, session count, provider breakdown
node scripts/session-tracker.js weekly # Output: 7-day summary with trend analysis
node scripts/session-tracker.js recommend # Analyzes patterns and suggests optimizations
MOONSHOT_API_KEYOPENAI_API_KEYANTHROPIC_API_KEY.data/通用 LLM Token 管理工具，支持主动监控和数据分析。
在以下情况使用此 skill：
cd /path/to/token-manager export MOONSHOT_API_KEY="your-api-key"生成报告
node scripts/manager.js report 11000 146 42000 200000 off 9.26 moonshot kimi-k2.5
实时会话分析，提供省钱建议。
自动余额监控，主动通知。
注册为 OpenClaw 工具，无缝使用。
追踪消费模式，生成报告。
| 提供商 | 余额查询 | Token 估算 | 价格 |
|---|---|---|---|
| Kimi/Moonshot | ✅ API | ✅ API | ¥12/百万 |
| OpenAI | ❌ 控制台 | ❌ 估算 | USD/百万 |
| Anthropic/Claude | ❌ 控制台 | ❌ 估算 | USD/百万 |
| Google/Gemini | ❌ 控制台 | ❌ 估算 | USD/百万 |
| Ollama/本地 | N/A 免费 | N/A | 免费 |
| 场景 | 建议 | 操作 |
|---|---|---|
| 上下文 > 80% | 🚨 紧急：必须立即压缩 | |
| 上下文 > 50% | 📊 建议：适时压缩 | |
| 会话 > 50k tokens | ⚠️ 警告：立即拆分任务 | |
| 会话 > 20k tokens | 💡 提示：大任务使用子代理 | |
| 场景 | 建议 | 操作 |
|---|---|---|
| Reasoning 开启 + 小任务 (<5k tokens) | 💡 可关闭节省 20-30% | |
| Reasoning 开启 + 复杂任务 | ✅ 保持开启确保质量 | 保持 |
| 场景 | 建议 |
|---|---|
| 余额 < ¥5 | 🚨 开启省钱模式，避免大任务 |
| 使用 GPT-4 | 💡 考虑 GPT-4o-mini 省 10 倍 |
| 使用 Claude Opus | 💡 考虑 Claude Sonnet 省 5 倍 |
| 运行 Ollama | 🎉 免费！无 API 费用 |
node scripts/manager.js report <输入tokens> <输出tokens> <上下文已用> <上下文上限> <推理状态> [余额] [提供商] [模型] [apiKey] node scripts/manager.js balance [提供商] [apiKey] node scripts/manager.js estimate <提供商> <输入tokens> <输出tokens> [模型] node scripts/manager.js providers node scripts/manager.js history
# 检查余额，低于阈值时提醒 node scripts/scheduler.js check <提供商> <阈值>查看提醒统计
node scripts/scheduler.js stats
# 记录会话 node scripts/session-tracker.js record <提供商> <模型> <输入tokens> <输出tokens> <费用> [货币]生成报告
node scripts/session-tracker.js daily [日期] node scripts/session-tracker.js weekly node scripts/session-tracker.js recommend
使用 cron 设置自动余额监控。
# 每小时检查，低于 ¥5 时提醒 openclaw cron add \ --name "token-balance-check" \ --schedule "0 * * * *" \ --command "cd /path/to/token-manager && node scripts/scheduler.js check moonshot 5"
| 条件 | 动作 | 冷却时间 |
|---|---|---|
| 余额 < 阈值 | 发送提醒 | 1 小时 |
| 余额 < ¥1 | 发送紧急提醒 | 30 分钟 |
| 24 小时内 3 次提醒 | 建议充值 | - |
触发时输出 JSON：
{ "alert": true, "balance": 3.50, "threshold": 5, "messages": { "en": "🚨 [URGENT] Token Manager Alert...", "cn": "🚨 [紧急] Token 管家提醒..." } }
注册为 OpenClaw 工具直接使用。
添加到
openclaw.json{ "tools": { "token_status": { "command": "cd /path/to/token-manager && node scripts/manager.js report", "description": "Check current token usage and costs" }, "token_balance": { "command": "cd /path/to/token-manager && node scripts/manager.js balance", "description": "Query account balance" } } }
# 直接命令 openclaw tool token_status 11000 146 42000 200000 off 9.26 moonshot openclaw tool token_balance moonshot
追踪多会话使用模式。
自动或手动记录每个会话：
node scripts/session-tracker.js record moonshot kimi-k2.5 5000 500 0.06 CNY
node scripts/session-tracker.js daily # 输出：总 token、费用、会话数、提供商分布
node scripts/session-tracker.js weekly # 输出：7 天摘要及趋势分析
node scripts/session-tracker.js recommend # 分析模式并提供优化建议
MOONSHOT_API_KEYOPENAI_API_KEYANTHROPIC_API_KEY.data/No automatic installation available. Please visit the source repository for installation instructions.
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