[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FGDPGFQH9RDAYDCEDK73E6":3,"skill-same:01M6FGDPGFQH9RDAYDCEDK73E6":100},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":27,"publishedAt":47,"linkOnly":48,"markdownContent":49,"markdownBody":50,"frontMatter":51,"refName":59,"commitSha":60,"skillDirectory":61,"forksCount":62,"repositoryHtmlUrl":63,"repositoryHomepageUrl":6,"ownerHtmlUrl":64,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":65,"install":66,"resources":79},"01M6FGDPGFQH9RDAYDCEDK73E6","usage-export",null,"Export OpenClaw usage data to CSV for analytics tools like Power BI. Hourly aggregates by activity type, model, and channel.","kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fbobot-agent\u002Fusage-export\u002FSKILL.md",[17,22],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000013","分析与可视化","SCENARIO","使用场景",{"categoryNo":23,"categoryName":24,"taxonomyType":25,"taxonomyTypeDesc":26},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",[28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46],"usage export","usage","export","channel","activity","bi","type","aggregates","clawdhub","power","openclaw","python3","model","Tools","data","csv","https","power bi","analytics","2026-11-10 10:12:30",false,"---\nname: usage-export\nversion: 1.0.0\ndescription: Export OpenClaw usage data to CSV for analytics tools like Power BI. Hourly aggregates by activity type, model, and channel.\nhomepage: https:\u002F\u002Fclawdhub.com\u002Fskills\u002Fusage-export\nmetadata: {\"openclaw\":{\"emoji\":\"?\",\"category\":\"analytics\",\"requires\":{\"bins\":[\"python3\"]}}}\n---\n\n# Usage Export\n\nExport your OpenClaw usage data to CSV files for analytics in Power BI, Excel, or any BI tool.\n\n## What It Does\n\n- Scans session JSONL files for usage data\n- Aggregates by **hour** and **activity type**\n- Outputs one CSV per day\n- Tracks tokens, costs, and tool usage\n- Includes main session + subagent sessions\n\n## Output Format\n\nCSV files are written to `~\u002F.clawdbot\u002Fexports\u002Fusage\u002FYYYY-MM-DD.csv`:\n\n```csv\ntimestamp_hour,date,hour,session_key,channel,model,provider,activity_type,request_count,input_tokens,output_tokens,cache_read_tokens,cache_write_tokens,total_tokens,cost_usd\n2026-01-30T05:00:00Z,2026-01-30,5,agent:main:main,signal,claude-opus-4-5,anthropic,chat,3,24,892,14209,500,15625,0.12\n2026-01-30T05:00:00Z,2026-01-30,5,agent:main:main,signal,claude-opus-4-5,anthropic,tool:exec,8,80,450,0,0,530,0.02\n```\n\n**For detailed column definitions, see [SCHEMA.md](SCHEMA.md).**\n\n## Installation\n\n```bash\n# Via ClawdHub\nclawdhub install usage-export\n\n# Or manually\nmkdir -p ~\u002F.openclaw\u002Fskills\u002Fusage-export\n# Copy SKILL.md, SCHEMA.md, and scripts\u002F folder\n```\n\n## Usage\n\n### Manual Export\n\n```bash\n# Export today's data\npython3 {baseDir}\u002Fscripts\u002Fexport.py --today\n\n# Export specific date\npython3 {baseDir}\u002Fscripts\u002Fexport.py --date 2026-01-29\n\n# Export date range\npython3 {baseDir}\u002Fscripts\u002Fexport.py --from 2026-01-01 --to 2026-01-31\n```\n\n### Cron Setup (recommended)\n\nRun hourly to keep exports fresh:\n\n```bash\n# System crontab\n0 * * * * python3 ~\u002F.openclaw\u002Fskills\u002Fusage-export\u002Fscripts\u002Fexport.py --today\n```\n\nOr via OpenClaw config:\n\n```json\n{\n  \"cron\": {\n    \"jobs\": [{\n      \"name\": \"usage-export\",\n      \"schedule\": { \"kind\": \"cron\", \"expr\": \"0 * * * *\" },\n      \"payload\": { \n        \"kind\": \"systemEvent\", \n        \"text\": \"Run usage export: python3 ~\u002F.openclaw\u002Fskills\u002Fusage-export\u002Fscripts\u002Fexport.py --today --quiet\" \n      },\n      \"sessionTarget\": \"main\"\n    }]\n  }\n}\n```\n\n## Power BI Integration\n\n1. **Get Data** → Text\u002FCSV\n2. Point to `~\u002F.clawdbot\u002Fexports\u002Fusage\u002F` folder\n3. Combine files using Folder source\n4. Build your dashboard!\n\n### Suggested Visualizations\n\n- **Daily cost trend** — Line chart by date\n- **Model breakdown** — Pie chart by model\n- **Activity heatmap** — Matrix of hour × activity_type\n- **Channel comparison** — Bar chart by channel\n- **Tool usage ranking** — Top 10 tools by request count\n\n## Configuration\n\nEnvironment variables (optional):\n\n| Variable | Default | Description |\n|----------|---------|-------------|\n| `USAGE_EXPORT_DIR` | `~\u002F.clawdbot\u002Fexports\u002Fusage` | Output directory |\n| `USAGE_EXPORT_SESSIONS` | `~\u002F.clawdbot\u002Fagents` | Sessions directory |\n\n## Notes\n\n- All timestamps are UTC\n- Cost column is an **estimate** based on configured pricing (see SCHEMA.md for details)\n- Cache tokens are Anthropic-specific; other providers show 0\n- New sessions are picked up automatically on next export run\n","# Usage Export\n\nExport your OpenClaw usage data to CSV files for analytics in Power BI, Excel, or any BI tool.\n\n## What It Does\n\n- Scans session JSONL files for usage data\n- Aggregates by **hour** and **activity type**\n- Outputs one CSV per day\n- Tracks tokens, costs, and tool usage\n- Includes main session + subagent sessions\n\n## Output Format\n\nCSV files are written to `~\u002F.clawdbot\u002Fexports\u002Fusage\u002FYYYY-MM-DD.csv`:\n\n```csv\ntimestamp_hour,date,hour,session_key,channel,model,provider,activity_type,request_count,input_tokens,output_tokens,cache_read_tokens,cache_write_tokens,total_tokens,cost_usd\n2026-01-30T05:00:00Z,2026-01-30,5,agent:main:main,signal,claude-opus-4-5,anthropic,chat,3,24,892,14209,500,15625,0.12\n2026-01-30T05:00:00Z,2026-01-30,5,agent:main:main,signal,claude-opus-4-5,anthropic,tool:exec,8,80,450,0,0,530,0.02\n```\n\n**For detailed column definitions, see [SCHEMA.md](SCHEMA.md).**\n\n## Installation\n\n```bash\n# Via ClawdHub\nclawdhub install usage-export\n\n# Or manually\nmkdir -p ~\u002F.openclaw\u002Fskills\u002Fusage-export\n# Copy SKILL.md, SCHEMA.md, and scripts\u002F folder\n```\n\n## Usage\n\n### Manual Export\n\n```bash\n# Export today's data\npython3 {baseDir}\u002Fscripts\u002Fexport.py --today\n\n# Export specific date\npython3 {baseDir}\u002Fscripts\u002Fexport.py --date 2026-01-29\n\n# Export date range\npython3 {baseDir}\u002Fscripts\u002Fexport.py --from 2026-01-01 --to 2026-01-31\n```\n\n### Cron Setup (recommended)\n\nRun hourly to keep exports fresh:\n\n```bash\n# System crontab\n0 * * * * python3 ~\u002F.openclaw\u002Fskills\u002Fusage-export\u002Fscripts\u002Fexport.py --today\n```\n\nOr via OpenClaw config:\n\n```json\n{\n  \"cron\": {\n    \"jobs\": [{\n      \"name\": \"usage-export\",\n      \"schedule\": { \"kind\": \"cron\", \"expr\": \"0 * * * *\" },\n      \"payload\": { \n        \"kind\": \"systemEvent\", \n        \"text\": \"Run usage export: python3 ~\u002F.openclaw\u002Fskills\u002Fusage-export\u002Fscripts\u002Fexport.py --today --quiet\" \n      },\n      \"sessionTarget\": \"main\"\n    }]\n  }\n}\n```\n\n## Power BI Integration\n\n1. **Get Data** → Text\u002FCSV\n2. Point to `~\u002F.clawdbot\u002Fexports\u002Fusage\u002F` folder\n3. Combine files using Folder source\n4. Build your dashboard!\n\n### Suggested Visualizations\n\n- **Daily cost trend** — Line chart by date\n- **Model breakdown** — Pie chart by model\n- **Activity heatmap** — Matrix of hour × activity_type\n- **Channel comparison** — Bar chart by channel\n- **Tool usage ranking** — Top 10 tools by request count\n\n## Configuration\n\nEnvironment variables (optional):\n\n| Variable | Default | Description |\n|----------|---------|-------------|\n| `USAGE_EXPORT_DIR` | `~\u002F.clawdbot\u002Fexports\u002Fusage` | Output directory |\n| `USAGE_EXPORT_SESSIONS` | `~\u002F.clawdbot\u002Fagents` | Sessions directory |\n\n## Notes\n\n- All timestamps are UTC\n- Cost column is an **estimate** based on configured pricing (see SCHEMA.md for details)\n- Cache tokens are Anthropic-specific; other providers show 0\n- New sessions are picked up automatically on next export run\n",{"name":5,"version":52,"homepage":53,"metadata":54,"description":7},"1.0.0","https:\u002F\u002Fclawdhub.com\u002Fskills\u002Fusage-export",{"openclaw":55},{"emoji":56,"category":46,"requires":57},"?",{"bins":58},[39],"main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Fbobot-agent\u002Fusage-export",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":8,"skillName":5,"commands":67,"prompt":77,"zipAvailable":78},[68,71,74],{"tool":69,"command":70},"npx","npx skills add kbarbel640-del\u002Fskills --skill usage-export",{"tool":72,"command":73},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill usage-export",{"tool":75,"command":76},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill usage-export","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fbobot-agent\u002Fusage-export\u002FSKILL.md",true,[80,86,90,94],{"path":81,"resourceType":82,"resourceTypeDesc":83,"sizeBytes":84,"sourceHtmlUrl":85},"_meta.json","REFERENCE","参考文档",281,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fbobot-agent\u002Fusage-export\u002F_meta.json",{"path":87,"resourceType":82,"resourceTypeDesc":83,"sizeBytes":88,"sourceHtmlUrl":89},"package.json",654,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fbobot-agent\u002Fusage-export\u002Fpackage.json",{"path":91,"resourceType":82,"resourceTypeDesc":83,"sizeBytes":92,"sourceHtmlUrl":93},"SCHEMA.md",6976,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fbobot-agent\u002Fusage-export\u002FSCHEMA.md",{"path":95,"resourceType":96,"resourceTypeDesc":97,"sizeBytes":98,"sourceHtmlUrl":99},"scripts\u002Fexport.py","SCRIPT","脚本",13704,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fbobot-agent\u002Fusage-export\u002Fscripts\u002Fexport.py",[101,129,155,176,182,202],{"skillNo":102,"name":103,"nameZh":6,"description":104,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":105,"categories":106,"keywords":110,"publishedAt":47},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[107],{"categoryNo":108,"categoryName":109,"taxonomyType":25,"taxonomyTypeDesc":26},"01JBSEEDCAT000000000000036","内容创作者",[111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,44,127,128],"crowd prompting","prompting","api","with","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","content","ai agents",{"skillNo":130,"name":131,"nameZh":6,"description":132,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":133,"categories":134,"keywords":138,"publishedAt":47},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze historical matches and leaderboards, and iterate on bot strategy. Requires headless browser automation (no API available yet).","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzyori\u002Fdilemm-ai\u002FSKILL.md",[135],{"categoryNo":136,"categoryName":137,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",[139,113,140,141,142,143,144,145,146,147,38,148,149,150,151,152,153,118,154],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","design","strategy","headless","compete","submit","matchmaking","use",{"skillNo":156,"name":157,"nameZh":6,"description":158,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":159,"categories":160,"keywords":164,"publishedAt":47},"01M6G8HWAF3K9SW7NP3Z83CPJ6","arxiv-paper-reviews","Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date\u002Fcategory\u002Finterest, viewing paper details with comments, or submitting paper reviews via API at http:\u002F\u002F150.158.152.82:8000.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Fweak-accept\u002FSKILL.md",[161],{"categoryNo":162,"categoryName":163,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000021","资料检索与研究",[165,166,167,168,169,170,171,114,172,152,154,173,113,174,175],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":177,"name":157,"nameZh":6,"description":158,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":178,"categories":179,"keywords":181,"publishedAt":47},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[180],{"categoryNo":162,"categoryName":163,"taxonomyType":20,"taxonomyTypeDesc":21},[168,167,166,165,175,170,171,114,169,152,154,172,173,113,174],{"skillNo":183,"name":184,"nameZh":6,"description":185,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":186,"categories":187,"keywords":188,"publishedAt":47},"01M6G8HM95Y64JNVFC2HN4E2BG","git-summary","Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzweack\u002Fgit-summary\u002FSKILL.md",[],[189,190,191,192,193,194,195,196,197,198,199,200,201],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","get","branches",{"skillNo":203,"name":204,"nameZh":6,"description":205,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":206,"categories":207,"keywords":212,"publishedAt":47},"01M6G8HGEGF05CNEJCGVYFSC4R","agent-constitution","Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[208,209],{"categoryNo":136,"categoryName":137,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":210,"categoryName":211,"taxonomyType":25,"taxonomyTypeDesc":26},"01JBSEEDCAT000000000000037","律师与法务",[213,214,215,216,114,217,218,59,219,173,220,221,222,223,224,44,225,226,227],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]