[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6GSXV7PEYHGPMERAP6X667M":3,"skill-same:01M6GSXV7PEYHGPMERAP6X667M":83},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":16,"sourceHtmlUrl":17,"categories":18,"keywords":24,"publishedAt":34,"linkOnly":35,"markdownContent":36,"markdownBody":37,"frontMatter":38,"refName":46,"commitSha":47,"skillDirectory":48,"forksCount":49,"repositoryHtmlUrl":50,"repositoryHomepageUrl":6,"ownerHtmlUrl":51,"ownerBlogUrl":52,"ownerDescription":53,"updatedAt":54,"install":55,"resources":68},"01M6GSXV7PEYHGPMERAP6X667M","recipe-paper-strategy-backtest",null,"Backtest a trading strategy using paper trading against live prices.","jiayaoqijia\u002Fcryptoskill","jiayaoqijia","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1453879?v=4","01M6GMYTX7Q7S504VC6E756ENR","YQ","01M6GMYV1QKJ1CC75MTTGT9PR0",81,"MIT","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fkraken-official-recipe-paper-strategy-backtest\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fkraken-official-recipe-paper-strategy-backtest\u002FSKILL.md",[19],{"categoryNo":20,"categoryName":21,"taxonomyType":22,"taxonomyTypeDesc":23},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[25,26,27,28,29,30,31,32,33],"strategy","backtest","paper","recipe","recipe paper strategy backtest","trading","kraken","live","prices","2026-11-10 10:12:30",false,"---\nname: recipe-paper-strategy-backtest\nversion: 1.0.0\ndescription: \"Backtest a trading strategy using paper trading against live prices.\"\nmetadata:\n  openclaw:\n    category: \"recipe\"\n    domain: \"strategy\"\n  requires:\n    bins: [\"kraken\"]\n    skills: [\"kraken-paper-strategy\"]\n---\n\n# Paper Strategy Backtest\n\n> **PREREQUISITE:** Load the following skill to execute this recipe: `kraken-paper-strategy`\n\nRun a strategy through multiple paper runs to validate consistency before live deployment.\n\n## Important: Paper Results May Overstate Live Performance\n\nPaper trading applies configurable fees (default 0.26% taker) and optional flat-rate slippage to market orders. However, it does not simulate partial fills, order book depth, or latency. Live trading on Kraken has variable maker\u002Ftaker fees by volume tier, depth-dependent slippage, and possible partial fills on limit orders. Enable `--slippage-rate` (e.g., `0.001` for 0.1%) at `workspace create` for more conservative estimates. A strategy that is only marginally profitable on paper with fees and slippage enabled is likely unprofitable live.\n\n## Steps\n\n1. Define strategy parameters (pair, entry\u002Fexit rules, position size)\n2. Initialize paper account: `kraken workspace create sandbox --capital 10000 --mode paper --slippage-rate 0.001 -o json 2>\u002Fdev\u002Fnull`\n3. Round 1: execute strategy logic with `kraken --workspace sandbox paper buy ...` and `kraken --workspace sandbox paper sell ...`\n4. Record round 1 results: `kraken workspace status sandbox -o json 2>\u002Fdev\u002Fnull` + `kraken --workspace sandbox paper history -o json 2>\u002Fdev\u002Fnull`\n5. Reset: `kraken workspace reset sandbox -o json --yes 2>\u002Fdev\u002Fnull`\n6. Round 2 with same parameters at a different time (different market conditions)\n7. Record round 2 results\n8. Repeat for 3-5 rounds minimum\n9. Compare results: win rate, average P&L per trade, max drawdown, Sharpe-like ratio\n10. If results are consistent and positive, the strategy is a candidate for live promotion\n11. If results vary wildly, adjust parameters and re-test\n\nIf you hit a mismatch between what you are trying to do and the CLI's interface or responses — including a mismatch between this skill and the installed CLI version's contract — feel free to submit feedback with `kraken feedback`.\n","# Paper Strategy Backtest\n\n> **PREREQUISITE:** Load the following skill to execute this recipe: `kraken-paper-strategy`\n\nRun a strategy through multiple paper runs to validate consistency before live deployment.\n\n## Important: Paper Results May Overstate Live Performance\n\nPaper trading applies configurable fees (default 0.26% taker) and optional flat-rate slippage to market orders. However, it does not simulate partial fills, order book depth, or latency. Live trading on Kraken has variable maker\u002Ftaker fees by volume tier, depth-dependent slippage, and possible partial fills on limit orders. Enable `--slippage-rate` (e.g., `0.001` for 0.1%) at `workspace create` for more conservative estimates. A strategy that is only marginally profitable on paper with fees and slippage enabled is likely unprofitable live.\n\n## Steps\n\n1. Define strategy parameters (pair, entry\u002Fexit rules, position size)\n2. Initialize paper account: `kraken workspace create sandbox --capital 10000 --mode paper --slippage-rate 0.001 -o json 2>\u002Fdev\u002Fnull`\n3. Round 1: execute strategy logic with `kraken --workspace sandbox paper buy ...` and `kraken --workspace sandbox paper sell ...`\n4. Record round 1 results: `kraken workspace status sandbox -o json 2>\u002Fdev\u002Fnull` + `kraken --workspace sandbox paper history -o json 2>\u002Fdev\u002Fnull`\n5. Reset: `kraken workspace reset sandbox -o json --yes 2>\u002Fdev\u002Fnull`\n6. Round 2 with same parameters at a different time (different market conditions)\n7. Record round 2 results\n8. Repeat for 3-5 rounds minimum\n9. Compare results: win rate, average P&L per trade, max drawdown, Sharpe-like ratio\n10. If results are consistent and positive, the strategy is a candidate for live promotion\n11. If results vary wildly, adjust parameters and re-test\n\nIf you hit a mismatch between what you are trying to do and the CLI's interface or responses — including a mismatch between this skill and the installed CLI version's contract — feel free to submit feedback with `kraken feedback`.\n",{"name":5,"version":39,"metadata":40,"description":7},"1.0.0",{"openclaw":41,"requires":42},{"domain":25,"category":28},{"bins":43,"skills":44},[31],[45],"kraken-paper-strategy","main","3df1d0d67b30ff15236561f8c0f9f06d33f42dfd","skills\u002Fexchanges\u002Fkraken-official-recipe-paper-strategy-backtest",17,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia","https:\u002F\u002Feth2030.com","Hardcore infra. Building @alt-research and applied cryptography.","2026-11-13 02:31:19",{"source":8,"skillName":5,"commands":56,"prompt":66,"zipAvailable":67},[57,60,63],{"tool":58,"command":59},"npx","npx skills add jiayaoqijia\u002Fcryptoskill --skill recipe-paper-strategy-backtest",{"tool":61,"command":62},"bunx","bunx skills add jiayaoqijia\u002Fcryptoskill --skill recipe-paper-strategy-backtest",{"tool":64,"command":65},"pnpm","pnpm dlx skills add jiayaoqijia\u002Fcryptoskill --skill recipe-paper-strategy-backtest","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fkraken-official-recipe-paper-strategy-backtest\u002FSKILL.md",true,[69,73,79],{"path":70,"resourceType":70,"resourceTypeDesc":71,"sizeBytes":72,"sourceHtmlUrl":16},"LICENSE","许可证",1074,{"path":74,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":77,"sourceHtmlUrl":78},"SOURCE.md","REFERENCE","参考文档",171,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fkraken-official-recipe-paper-strategy-backtest\u002FSOURCE.md",{"path":80,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":81,"sourceHtmlUrl":82},"TRUST.auto.yaml",2217,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fkraken-official-recipe-paper-strategy-backtest\u002FTRUST.auto.yaml",[84,111,134,152,165,175],{"skillNo":85,"name":86,"nameZh":6,"description":87,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":88,"sourceHtmlUrl":89,"categories":90,"keywords":91,"publishedAt":34},"01M712C436EQYE43342Q4E7GG1","recipe-performance","Diagnose a specific MetaMask user flow's real-app performance and Sentry critical-user-flow telemetry with deterministic mm-harness recipes. Use for CUF boundaries, cold\u002Fwarm\u002Fbackground-resume behavior, latency regressions, lifecycle tags, duplicate or blocking network requests, long tasks, layout\u002Fpaint cost, screen redraws, React rerenders, or browser trace analysis where tests alone cannot prove the real app.","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fwallets\u002Fmetamask-official-recipe-performance\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fwallets\u002Fmetamask-official-recipe-performance\u002FSKILL.md",[],[92,93,28,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110],"performance","recipe performance","mm","sentry","harness","app","deterministic","recipes","flow","cold","critical","analysis","tasks","react","browser","layout","screen","network","metamask",{"skillNo":112,"name":113,"nameZh":6,"description":114,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":115,"licenseFileUrl":116,"sourceHtmlUrl":117,"categories":118,"keywords":119,"publishedAt":34},"01M70XT2F8A5CQZ81JBP98KSW3","mexc-spot-websocket","MEXC Spot WebSocket workflows for public streams, protobuf handling, depth maintenance, listen keys, and private streams without exposing API keys.","Apache-2.0","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-spot-websocket\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-spot-websocket\u002FSKILL.md",[],[120,121,122,123,124,125,126,127,128,129,130,131,132,133],"mexc spot websocket","spot","websocket","api","workflows","public","listen","streams","depth","keys","for","api keys","maintenance","protobuf",{"skillNo":135,"name":136,"nameZh":6,"description":137,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":115,"licenseFileUrl":138,"sourceHtmlUrl":139,"categories":140,"keywords":141,"publishedAt":34},"01M70XT0MBXN3WZY1BKN0CPNKR","mexc-spot-rest","MEXC Spot REST workflows for public data, signed account requests, orders, wallet\u002Fadmin actions, and secure signing without exposing API keys.","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-spot-rest\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-spot-rest\u002FSKILL.md",[],[142,121,143,144,145,146,147,131,130,129,148,149,150,125,151,124,123],"mexc spot rest","REST","admin","signing","Wallet","requests","actions","secure","data","orders",{"skillNo":153,"name":154,"nameZh":6,"description":155,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":115,"licenseFileUrl":156,"sourceHtmlUrl":157,"categories":158,"keywords":159,"publishedAt":34},"01M70XSYSVZ2N0N91XCAR2CAK0","mexc-futures-websocket","MEXC Futures WebSocket workflows for public streams, private account\u002Forder\u002Fposition streams, ping\u002Fpong, subscriptions, and depth maintenance.","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-futures-websocket\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-futures-websocket\u002FSKILL.md",[],[160,161,122,162,163,132,130,164,128,127,125,124],"mexc futures websocket","futures","position","ping","subscriptions",{"skillNo":166,"name":167,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":168,"sourceHtmlUrl":169,"categories":170,"keywords":171,"publishedAt":34},"01M6H0ZWHVE5W04WG2DKQE2SQC","0xklen-version-and-refresh-sanctions-lists","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-version-and-refresh-sanctions-lists\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-version-and-refresh-sanctions-lists\u002FSKILL.md",[],[172,173,174],"refresh","0xklen version and refresh sanctions lists","version",{"skillNo":176,"name":177,"nameZh":6,"description":178,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":179,"sourceHtmlUrl":180,"categories":181,"keywords":182,"publishedAt":34},"01M6H0Z28Q3R8J0S799GJQWXM3","verify-tests-cover-changed-lines","Use when a PR adds code that the existing suite may not exercise. Measures patch coverage — the share of newly changed lines hit by tests — before approving.","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-verify-tests-cover-changed-lines\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-verify-tests-cover-changed-lines\u002FSKILL.md",[],[183,184,185,186,187,188,189,190,191,192,193],"tests","cover","verify tests cover changed lines","verify","coverage","pr","exercise","use","patch","code","share"]