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values | description stringlengths 0 300 | timeout int64 120 900 | skills_allowed bool 2
classes | tags stringlengths 21 96 | capabilities stringclasses 31
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values | required_actions stringclasses 19
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data-004 | data-004 | data-analysis/data-004 | Create Pivot Table from Transactions | data-analysis | L2 | Create a pivot table with months as rows, categories as columns, and sum of amounts as values | 180 | true | ["pivot", "aggregation", "csv", "transform"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Create Pivot Table from Transactions
You are given a CSV file at `workspace/transactions.csv` with columns: `date`, `category`, `amount`.
## Requirements
1. Read `workspace/transactions.csv`.
2. Create a pivot table where:
- Rows are months (format: `YYYY-MM`)
- Columns are categories
- Values are t... | id = "data-004"
title = "Create Pivot Table from Transactions"
domain = "data-analysis"
level = "L2"
description = "Create a pivot table with months as rows, categories as columns, and sum of amounts as values"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["pivot", "aggregation"... | H4sIAAAAAAAC/+1WTW+bQBD1mV9BaRQ1Eox3ZpddqNRD1KZSlUOrJFKOFTG0RqnBApwoqvLfu7Yxu8bJrY0Udd8BMMu+Nx9vwHnWZdOuyao2m3VlXbUwa+8mfxdMQwqxOWuMzxRTvLve3kdCpiY+m7wAVm2XNVp+8n8iz7oinOnDz7p5CLNFvao6j3RPIoYRivBzXedhQpD0NykiHl6t/bKsmy5EzkCm/RqPmAzPqq5ouqysFkXVhZIDin5ZRMi2fCiAqUGFCYswSUHSoKWX9vk4QioGOVQ9H5MguC1jRcgUsNSkxEeMKYESJrnYMKrE... | H4sIAAAAAAAC/+1Z627byBX2bz/FlPvD5NZmJFl2bCEqmo2d7hZJHCTeNoBhEJQ4lLgiOezM0LZqGOhD9An7JD3nDMkhdWku2w1S1APDpMgzZ87lO5fhaK50IEpdlNovlju/yejBOB4O6Qpj5do/7B8f1s/M837v6WCww3o7X2GUSocSlt/5/xyO4/yFyyROuGSxkCwKdXjQ6w1H7G1yIzS7DCcp94FqdzeWImNFqOdpMmFJVgip2Vv4uVvdT9VNfVssNeBqd3f3j+bOj5M7XUq+G/GY3Qq5UEU45a7kfyvhrTfaZTAkB5KcWNZv/KnI... | H4sIAAAAAAAC/+2TTWvbMBjHc9an0LyCbdY4abouEPBhbDvtsNEOdjBmKLa8iNqSkeSYUPrd90h2krqsx+3S5wexo+flr+clMare88TsZv+QJbC+ufFv4Pn7ar1aHb+P9vX76w8zupz9BzpjmYYrZ6+Tt28WndGLrZALLvd0y8yOGG7pnHeKtqLlFRM1+fnt9uvd94+fvqTBxcPVZt4rfW9aVvDHgLQHu1Pyms4LGhDRtEpbWpg9qbRqaKHqmhdWKGno6CtBsqttKQpLSC/sjqqWyyi8OF2ysJpJw4a0BLTCmDJDqw2hgOas5Jqm7pLk... | |
data-005 | data-005 | data-analysis/data-005 | Outlier Detection Using IQR | data-analysis | L2 | Detect outliers in measurement data using the IQR method | 180 | true | ["outlier", "iqr", "statistics", "csv"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Outlier Detection Using IQR
You are given a CSV file at `workspace/measurements.csv` with columns: `id`, `value`.
## Requirements
1. Read `workspace/measurements.csv`.
2. Use the IQR (Interquartile Range) method to detect outliers:
- Compute Q1 (25th percentile) and Q3 (75th percentile)
- IQR = Q3 - Q1... | id = "data-005"
title = "Outlier Detection Using IQR"
domain = "data-analysis"
level = "L2"
description = "Detect outliers in measurement data using the IQR method"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["outlier", "iqr", "statistics", "csv"]
capability_types = ["reasonin... | H4sIAAAAAAAC/+3VS2/TQBAA4JznVyymqqg0We/T60XiUAEH1AOoReoRufGiWG0esuNUCPHfmU3TCCjcoFLFfAeP9zU7q2Tlttk05SI1w9inRVpuBjkbtpO/S5HKuV0kv0blQji87/q10dpOhJo8gnHYND1tP/k/dS1um5sxgUavpAeDMUoDFr2hlkMbZAUeLTUq9JaGAmqVZ9boHIWIlZIRtEIjNWiNzkoF2qDXuduiiTKAduh8Hvfo6tyu0BpZgw7oK2lB12gj7aQjupjLUOgD9Rud82gwJpdHkQqL0oFxucAIxuf5BkyVYwBD+XJ+... | H4sIAAAAAAAC/+0Za2/byDGf/Su2vAImA4mRHOecCNGhudjppU3iNI82qOESK3Ep8USRzO5Stk5w0B/RX9hf0pnZ5UuP2Gl7wfVqwjCp5bxfO8PVQukgK3ReaD9f3vlZrh5c3x4e0h2utXv/8PDwoFwz6/3e0cH9O6x35ytchdJcAvs7/5+X4zh/FjKOYiFZlEkWcs27vd6DATstdIKrx0KLsY6zlL1XcTphz//0xgesvb1IZnOWcz1N4hGL53kmNXsNP/fs81gtyscfVZaWz/lSQ8zt7e39zjz5UXypCyn2QhGxi0zOVM7HwpXiYwFv... | H4sIAAAAAAAC/+2TTW/TQBCGc95fMYRKtsFx6nxQKSJICHriAGoPHKoosp2NsrDZdby7tqqq/53xV5IWeoQL80iJPTPvjHfexEbLkkdmN/iLXCJX83lzRZ5f43enWpe/ms2mA7gc/AOcsUmBjxz8n7x+NXamGKdCjbkqIU3MjhluYcSdhlzkfJsIyb5/vfly++3jp+vl8OIhXowqXfw0eZLxxyHL7+1OqymMMhgysc91YSEzZQg/jFYhoL1WGCsyw1gl7A50zpXvXRxHjvc8Ma7ge66sibDTCyAxsF0wQAqebHgBy3pk9Flk9qZJ+Nug... | |
data-006 | data-006 | data-analysis/data-006 | Time Series Aggregation | data-analysis | L2 | Aggregate daily sales data into weekly and monthly summaries | 180 | true | ["timeseries", "aggregation", "dates", "csv"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Time Series Aggregation
You are given a CSV file at `workspace/daily_sales.csv` with columns: `date`, `amount`.
## Requirements
1. Read `workspace/daily_sales.csv`.
2. Aggregate by **ISO week**: group by ISO year and ISO week number, sum amounts.
- Write to `workspace/weekly.csv` with columns: `week` (for... | id = "data-006"
title = "Time Series Aggregation"
domain = "data-analysis"
level = "L2"
description = "Aggregate daily sales data into weekly and monthly summaries"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["timeseries", "aggregation", "dates", "csv"]
capability_types = ["re... | H4sIAAAAAAAC/+1XTYsbRxDVWb9iohgTQ2+pq/pzDD6YJIfgg4Md8NGMpQkr7JWERvJiQv57XsusqjdLbrYhST+Wlfapu+p11eva0Xo4Dsv1sPnw6e00fBgnWk0fZ18YFojen1+Bv786lnj3/jPPHGOcdXb2DXCajsMB6Wf/T6yH42iGm91pe5yLlXBlGT/Gh0COlREj0ZJVwhnnAvmgjDfeO+qrTcFwz+RFmWicjSS9MglxHPmKycanTDkr0xtmoZwuDFvDkijoGmYjksk6ZcR4B8leGQcmkURlvOHgiSsmGB8TZdXM0MxMrOfiZHxO... | H4sIAAAAAAAC/+1Z727cNhL3530KVv0QqbAVr+s0rdE9XBo71xZJHMTuNUAQCFyJ2lVXEnUkZXvPMHAP0Sfsk9zMkPrn3T3H6TVI0SUMSyI5w5nfDGeGXCO0iWRtqtqE1XLnD2n70L46PKQntFvP8fjR43bM9o/3Hx98tcP2dz5Cq7XhCpbf+Ws2z/P+KVSWZkKxVCqWcMP3wFxH7DwrBDuDMaHZk9lMiRk3mSxDoBiNUiULVnEzz7Mpy4pKKsNewefIvcf6onmtlgZ8bDQa/d2+hWl2ZWolRolI2aVUC13xWPhK/KuG0eBoxKApAVNK... | H4sIAAAAAAAC/+2TTY+bMBCGc/avcOlKgJrv7ipSpByqtqceWu0e9oBQ5AUjrICNsAmKVvnvHdsEbatmT20vO88B45nxOx8Graojn+ty8g9ZApu7O7cCv6+rzXr0DfbN7e1qQpeT/0CnDWsh5eRt8v7dotPt4knIBZdH+sR0STQ3dMY7RRvR8IKJijx+v//28OPT56+74OZ5tZ31qj3ohmX8HJDmZEolP9JZRgMi6ka1hmb6SIpW1TRTVcUzI5TUdPDlINlVJheZ8TE5M9yImo8BsCekF6akquEyCm/G9IscqjntNau4nkOSMKZM02JL... | |
data-007 | data-007 | data-analysis/data-007 | Join Two Datasets | data-analysis | L2 | Join orders with customer information on customer_id | 180 | true | ["join", "merge", "csv", "relational"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Join Two Datasets
You are given two CSV files:
- `workspace/orders.csv` with columns: `order_id`, `customer_id`, `product`, `amount`
- `workspace/customers.csv` with columns: `customer_id`, `name`, `email`, `city`
## Requirements
1. Read both CSV files.
2. Perform a **left join** of orders with customers on ... | id = "data-007"
title = "Join Two Datasets"
domain = "data-analysis"
level = "L2"
description = "Join orders with customer information on customer_id"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["join", "merge", "csv", "relational"]
capability_types = ["reasoning", "tool-use"]... | H4sIAAAAAAAC/+2X3W/UOBDA99l/hVkQOqSpN3YcJ0FCoh/AQVuuopUqnpA3MaxpEkdOtnsV4n+/SdtdNiudeDl6D/in1WbinS87mdFsqXs9K5Zd72rjO1Z015P/nAhRUt5ekd1rpGKxkW/XOZcimtBo8gDg1rXH8JPfk/Wj/2RLaHRtwNTaVlDY/oZw2K9sYeh5bfsF6EF+af7WdVsZVrga3psV/ej8FRFw4Ob0nWtMB3M3HykdLmyhvzgSw6H2rqKXC9sbKAZ5pHdudN9Xhkg40teGHni3aqBEcaR14DDdhiTwCnVQ0XZgdlSOTHNt... | H4sIAAAAAAAC/+1Z627cNhb2bz8Fq/6wVNjKjGvH2cHOYpPYbhLEcRC7mwCGIXBG1Aw7lKiSlO2pYWAfYp+wT9JzSF3nUqcbNOhihzBMiTo85PnOlRzDtIlkYfLChPl8609pPWhPDw5sD22h7/ePDr+vxtx4v3e0f7hFeltfoRXaUAXLb/1/Ns/z/sUUTzhTJJGKxNTQvV7vaEDeSJ6Ry1tJjmFIM6NDoN3eTpRMSU7NVPAR4WkulSHv4XW7fB7rm+oxnxuwru3t7X+6pzDhd6ZQbDtmCbmVaqZzOma+Yj8X8DUYbBNoigFJZllWX8Kx... | H4sIAAAAAAAC/+2RTWvcMBCGfdavmLoB2WE/EnZDYGEPpe2ph5bkkEMIwbHHtagtGUleE5b975XkrHHTpreGQOcBr7Qzmnn1aoyqd7gwVfQPOXNcXlyE1fF8PV+vx/1T/HK9WkVwFr0CnbGZdpLR/8n7d8vO6OWDkEuUO3jITMUMWphjp6AVLZaZqNnN16sv198+fPy8jU/255t5r/QP02Y5HmLWPtpKyRXMc4iZaFqlLeRmx1gvbAWqRZnwk7HBMncPrhrUZuEO8RQyA+WGgWPMwBb2WvW3/Bi5FwW/24CLQal0WIX0IotPIrdXmBWo... | |
data-008 | data-008 | data-analysis/data-008 | Pairwise Correlation Analysis | data-analysis | L3 | Compute pairwise Pearson correlation coefficients for numeric columns | 240 | true | ["correlation", "pearson", "statistics", "matrix"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Pairwise Correlation Analysis
You are given a CSV file at `workspace/dataset.csv` with 5 numeric columns: `height`, `weight`, `age`, `income`, `score`.
## Requirements
1. Read `workspace/dataset.csv`.
2. Compute the Pearson correlation coefficient for every pair of numeric columns.
3. Write the full correlat... | id = "data-008"
title = "Pairwise Correlation Analysis"
domain = "data-analysis"
level = "L3"
description = "Compute pairwise Pearson correlation coefficients for numeric columns"
timeout = 240
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["correlation", "pearson", "statistics", "matrix"]
cap... | H4sIAAAAAAAC/+1XTW8bRwz1Wb9iqwZBA4xHQ85wPgr0ELQ9FDm0SALkWCjSNhJSS4IkxyiK/vc+0isjLtBjckiGB628HJKPj48Deb08LxdrfJzGs1+dPlx9AguwnJI9Yf99xhDl8v3+PVFguhrC1Wew29N5eUT5q6/TNuP23ebs7u4fy3ej2+5W+5vRnVb74zijnHxzFIJnl5InV1Jt1VN1NXiCu/rkGuODCw5mppg8i8t58gbXyGfHzReXQ6HgGzkRX+ElX5GacYbJRycp4ljEF4TNqCCFI2L1NK0SKwqF5FL1jOjixYCJiwUpck54... | H4sIAAAAAAAC/+0aa4/buDGf/StYXYGVU1tZO28jPjSX3fTS5oUk1wZduAJtUTbPep0oeddnGOiP6C/sL+nMkHr5sZukvfTQahBEMjVvzgyH5GZCZW6cZ0meOcn61i8CpwAP7t2jJ8DOc3D/4f1yTI8PTh8OH9xip7e+AuQq4ymIv/X/CZZl/Vmk0pciZX6cMo9nvH96+mjE3nKZXkol2LM4TUXAMxlH7GnEg7WSygG6TsdP45AlPFsEcspkmMRpBmTZomPeZ2pVvP6o4qh4T9YZRF2n0/m9fnN8eZXlqeh4wmeXcbpUCZ8JOxU/5fC1... | H4sIAAAAAAAC/+2UTW/bMAyGc9av4LIBsVPny2lRIFgOw7bTDhvaww6GMSi2jKi1JUOSE3tB/vsoO58detwu1XOIKYovKdJytMw3bKzXvX/IFLm/u2ufyMtnOJ/NjvbBf387n/Vg2vsPVNpQhSV7b5P37yaVVpMVFxMmNrCiek00MzBilYSSlyyjPCc/vz98e/zx6fPXZf/DbrYYbaV61iVN2L5PysaspZjDKIE+4UUplYFEbwJ40lIEUFCzJmTLzRpkyYQ3+HBKNkmpoVhsjOEDH6iGbEEAUYymTMHS5hl/4Yl5aB1e5nfbcqtxM+fa... | |
data-009 | data-009 | data-analysis/data-009 | Data Cleaning Pipeline | data-analysis | L3 | Clean a messy dataset by handling missing values, duplicates, and format inconsistencies | 240 | true | ["cleaning", "etl", "missing-values", "dedup"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Data Cleaning Pipeline
You are given a CSV file at `workspace/dirty_data.csv` with columns: `id`, `name`, `email`, `phone`, `date_joined`, `salary`.
## Requirements
1. Read `workspace/dirty_data.csv`.
2. Clean the data:
- **Remove duplicate rows** (by `id`; keep the first occurrence).
- **Handle missin... | id = "data-009"
title = "Data Cleaning Pipeline"
domain = "data-analysis"
level = "L3"
description = "Clean a messy dataset by handling missing values, duplicates, and format inconsistencies"
timeout = 240
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["cleaning", "etl", "missing-values", "ded... | H4sIAAAAAAAC/+1Xa08bRxTl8/yKqRtFQbrLzvtRqRKEkIYAJUqi0m9osTfxBttrrQ0UVf3vPWNjpzatrSptPrR7hPAY9j7m3HPvzPaKaZH3qmZ6f9nDcq87ud35pyEAZ8zsE1j/NF7JxXr+dymt0jtc7HwF3EymRYPwO/9PVD0aFcOSymFRDWjcr0clQQjl5ae6GpU9mhSDorlnytEJ/soPesVwQtdY7pe/FMPxoNzr1kN65nXc5dG7LAblSQllMqkyEchIESOTkV4UtyV/3tR3I/i/fWTud7nzPkPlNQmHzyw5oRC89Uwrel5f8ddI... | H4sIAAAAAAAC/+0aa3PbxtGf9SuuSGYEeEiYVOQ8OGGnjiU3bv0a22ndugrmCBxImHgVd6DEcDTTH9Ff2F/S3b3Di49IjhvX02JHI7z29nW7e7t3VEIqLytVXio3X9/5VWAE8OXpKV0Btq7j+/dPx9U7/X48+urk9A4b3fkIUErFC2B/5/8TLMv6kyiiMBIFC7OCBVzx4Wj0zYSdwR17GAueRumcvYhyEUepcGHA0VFYZAnLuVrE0YxFSZ4Vir2AxyNz78tVdftOZml1X4jqLl8rcLyjo6Pf6Ts3jK5UCd8DEbLLrFjKnPvCLsTfS/jq... | H4sIAAAAAAAC/+1VwY7bNhD1WV/BOjEkobK8TjZdwIAPRTe9FGiLDZAgcA2DFkcxE4kUSMquG+TfMyQly3a7uSWHlA/YFcUZvXkzQ461rPaQ693oK+IGcffihXsirp/P73561q+7/bvb29sRuRl9A7TaUIUhR/9PPPlh1mo123IxA7EnW6p3kQZDptBK0vAGSsqr6M0fD7+9+vPnX14ux08/zhfTg1QfdEML+DSOmqPZSfGcTAsyjnjdSGVIofcZea+lyIiCqFSyJlhmw7XhhSadUw2MU+GtjBowvIbe1r9H0YGbHZENiCR+epIxY1yZ... | |
data-010 | data-010 | data-analysis/data-010 | Multi-Source Merge and Trend Analysis | data-analysis | L3 | Merge quarterly CSV files and compute growth trends | 240 | true | ["merge", "trends", "growth", "quarterly"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Multi-Source Merge and Trend Analysis
You are given three CSV files representing quarterly data:
- `workspace/q1.csv` - Q1 data (columns: `product`, `region`, `revenue`, `units`)
- `workspace/q2.csv` - Q2 data (same columns)
- `workspace/q3.csv` - Q3 data (same columns)
## Requirements
1. Read all three CSV ... | id = "data-010"
title = "Multi-Source Merge and Trend Analysis"
domain = "data-analysis"
level = "L3"
description = "Merge quarterly CSV files and compute growth trends"
timeout = 240
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["merge", "trends", "growth", "quarterly"]
capability_types = ["... | H4sIAAAAAAAC/+2XTW/TQBCGc/avMKGqqLTd7M5+I3GoaIVQJUBtpR6RG5vElNjBdlpViP/O2K7bODGCQ1sqsc8hdmZ3ZmzH77ubOKqiyXdOp+XV6LFgiJayOSKbR6Y13J23cWOAjUI2egJWZRUV2HL0f7Is8ng1rUiRzNI8w8NVkq0SssrSqgzO03iWVORDXlRz4pyjihMpu/BpvqrDBqgFInkXPorKinAmbD1bQRc+TzDsuKFMEsWCd9Faae6kpNYSy7t4W5s38xUB18Xb4k47KiUB6MJNcWBOUddUP8zzeTq9TG5uG0DdQFrC7dpQ... | H4sIAAAAAAAC/+1ae3PbuBHP3/4UKK8zJjMSI8m+2FWjTHOxc5c2ztPpZeq6HIgEJUYUyZCgY51GM/0Q/YT9JN1dgC89bOfaS29a7iTiC9hdLH672AUsRSadOJdJLu1kce8XoR7Qw8NDugKtXfvfHh0eFe/U+37v6ODwHuvd+wqUZ5KnIP7e/ycZhvFnkQZ+IFLmxynzuORdmIAhO8tDGXTfxXnqCnYm0olgPPLYeSrg90nEw0UWZDb039vz03jOEi6nYTBmwTyJU8lew+Oevnezq+L2YxZHxX2ykIC+vb29P6g72w+uZZ6KPU/47HOc... | H4sIAAAAAAAC/+2UTW/aQBCGOe+vmJJItlvzYTtRJCQOVdpTD22TQw7IQsZegxvjNbtrUITy3zu7xgTStLf20nkO7HpmmHlnPKBEueVDter9RcbIzfW1PZHXZxhGN939YL+5uhr3YNz7BzRKJxJL9v5PLt6NGiVHi6Ia8WoLi0StmOIaBrwRUBc1z5OiZA9f777cf/t4+3nav9wHk8FOyEdVJyl/7rP6Sa9EFcEghT4r1rWQGlK19eGHEhXLpVhDKsqSp7oQlYJDRIaJm1JnRaoZS8pyLsVOwRRmMcuFhM28Stbcx7NMFryEooKZ62wC... | |
data-011 | data-011 | data-analysis/data-011 | Comprehensive Analysis Report | data-analysis | L4 | Perform comprehensive data analysis and generate a report with stats, insights, and chart data | 300 | true | ["report", "analysis", "comprehensive", "charts"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Comprehensive Analysis Report
You are given a CSV file at `workspace/company_data.csv` with columns: `company`, `region`, `quarter`, `revenue`, `employees`, `satisfaction_score`.
## Requirements
1. Read `workspace/company_data.csv`.
2. Generate `workspace/report.md` containing:
- **Summary Statistics** se... | id = "data-011"
title = "Comprehensive Analysis Report"
domain = "data-analysis"
level = "L4"
description = "Perform comprehensive data analysis and generate a report with stats, insights, and chart data"
timeout = 300
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["report", "analysis", "compr... | H4sIAAAAAAAC/+1Z244bxxHdZ34FszGMGBj19v0SIA+KJRiCDN9WgIC8CCPuKEt4l2TIWQlCkH/3qerhzLCbfkuMwGYDq73MYfXpqlOXHt21fXuz2j7u2s3nd3f4RawOH6/+u0tieWv5O1bxXWln1fFv+e9KS+OulvLqN1hPh77dY/urP+YaQt/su3+ut5vmX0/tvu/2+PVjt3nqmu5x97D93HWH5tD268OHdtUD9u6w2u67xfOH3X37plvdN99t9/1986NqUooixsYG2xjhZojb7VNGKJWcsLax0ReQl+2hzwhrRVKMwA8zxNtuQMgk... | H4sIAAAAAAAC/+0aa28bx9Gf+Ss2lwI6GuRJtOU4FcKgfsiJW79gOa1RQT0s75bkhffK7h4lRhDQH9FfmF+Smdm9Fx96uI0btDcwfMe9nefOzM7sSgul/azQeaG9fHXvN4EDgK8OD+kJsPYcPXr88HE5ZsZHB48fPrzHDu59BiiU5hLY3/v/BMdx/ipkNI2EZNNMspBrPjwYjY7YsyzJpZiLVEVLwZ6kPF6pSLH3Is+k9gCv15vKLGE51/M4mrAowQ/sHfzs2fcfVZaW7/lKg6v1er0/mTdvGl3oQopeKKbsPJMLlfNAuFL8VMDX/lGP... | H4sIAAAAAAAC/+1WzW/iOBTvOX/FWzpSkk4IpS2qhNRDNTMrjfaw01JpDyiqTOKAZ5I42AkMQvzv++yEEkpg2sPuYde/Ax/Pft/vZ1vyZEF9OTv7B3GJuB0M9Dfi9ffgdnCz/V3Lb29ubs/g8uxfQCkLItDl2f8T57/1Sil6E5b1aLaACZEzS9ICurTkkLOcxoQl1l9/Pv4x+nb/6ctd58O6P+wuufghcxLSTcfKV8WMZ9fQDaFjsTTnooBQLjz4LnlmxYKnEPIkoWHBeCah3hGh4TIpIhYWlrVkxQx4TjPH/rB+8bXphTzNSbZ6jkhB... | |
data-012 | data-012 | data-analysis/data-012 | Simple Linear Regression Prediction | data-analysis | L4 | Build a simple linear regression model and predict future values | 300 | true | ["regression", "prediction", "model", "statistics"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Simple Linear Regression Prediction
You are given a CSV file at `workspace/historical.csv` with columns: `x`, `y` representing a time series with a linear trend.
## Requirements
1. Read `workspace/historical.csv`.
2. Fit a simple linear regression model: `y = slope * x + intercept`.
3. Predict the `y` values... | id = "data-012"
title = "Simple Linear Regression Prediction"
domain = "data-analysis"
level = "L4"
description = "Build a simple linear regression model and predict future values"
timeout = 300
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["regression", "prediction", "model", "statistics"]
c... | H4sIAAAAAAAC/+2V32sTQRDH8zx/xXmWYmE6t7O/V/ChqA/SB6UV+ijX5CRH2yTkktYi/u+dC7RoxRfRgjifh+z3Zr+7383klszaTdvM+2GzXPfT9pKmw/XkT2OE6P1uFB6PJpn0oHd15uDNpDKTJ2A7bNq1xE/+T77gLTCyJ45gxzElcMiRogU/PjsLAW0imyCidcQJEjpDJkFGmykkKOgSxQhs0HnKDpjRFXIZ2KL3ZBnYoWcSix8LRiwBfaQiImIw5AtwwhDGGM4YIlmpFAyJSgFrMDoqCSyPwjNYi6GQzDhMcvYM1mOUgAA2YLbE... | H4sIAAAAAAAC/+1a/ZLbthH333oKlOnMUa5ES7IvdjVWpo59Ttz6a3xO6+nNlQOJoMSIIhkC1OmiuU4fok/YJ+nuAvzSSb5z2jiZFjv2UQIXi98udhcLQEpI5aeFygrlZZd3fhYaAH354AE9gXaew+PR4H7ZptuHg4fDh3fY4M5noEIqnsPwd/4/yXGcP4s8CiORszDNWcAV7w+GozE7jVZZLNjLKBE8Z+/EPBdSRmnC3uYiiGYKPnrQu9MJ83TFMq4WcTRl0CnNFXsLXzvm8/cyTcrP2aUCh+t0On/Qn7ww2qgiF51AhOwizZcy4zPh... | H4sIAAAAAAAC/+2TS2/TQBCAc95fMYRKtlPn3VIpUg8IOHEAtQcOkRW58UYxON5ld93YRPnvzK4d1wQqTnDpfJf1znvGs1pkj3ykt71/yAS5ub52J3J+zuaTN6fvRn5zNb/uwaT3Hyi0iRWm7L1MXr8aF1qNH9J8zPNHeIj1lmluYMgLATKVfBOnGfvy6e7j/ee37z7c9i8O08VwL9Q3LeM1P/aZrMxW5HMYrqHP0p0UysBaP4bwVYucsX1qtiAkz33v4tDGOY63qTZCpes4G6G1F0CsYbNggCgeJ1zBrQ0zep+uzZ0T+JvAqZPYxKhc... | |
data-013-outlier-detection | data-013 | data-analysis/data-013-outlier-detection | Outlier Detection Report | data-analysis | L3 | Identify statistical outliers in sensor data using the IQR method and produce a structured report | 180 | true | ["statistics", "outlier-detection", "data-analysis"] | ["file-read", "file-write", "python"] | ["reasoning", "tool-use"] | [] | # Task: Outlier Detection Report
You are given a dataset at `workspace/measurements.csv` containing sensor readings with the columns: `sensor_id`, `timestamp`, `value`, `unit`.
## Requirements
1. Read `workspace/measurements.csv`.
2. For each sensor, compute the first quartile (Q1), third quartile (Q3), and the inte... | id = "data-013"
title = "Outlier Detection Report"
domain = "data-analysis"
level = "L3"
description = "Identify statistical outliers in sensor data using the IQR method and produce a structured report"
timeout = 180
capabilities = ["file-read", "file-write", "python"]
skills_allowed = true
tags = ["statistics", "outli... | H4sIAAAAAAAC/+2WXW+bMBSGc82v8NhUrRMftrEhbNqkao20qaoWJZ12MU0VBVdBDQRhSG/64+dkI6ZTcHLR9WI7j1CM0ONzwG+EyZIm8QuRyLYWhSgb6aVyPXpasCJkbDsq/hxpGEXd+a/rhBISjRAePQOtbJJatR/9n0hRylV9nWdOkxdCrUVROetk2QqnLfPGuppcTl1MHIopV6M6EMZvt4dDqUecVCxl3sq9ItEiM4q0E4k3NoqBroiNItMVuVHkumJgFMPfIucHWke6YmQUx8euY6wfJjaJpEvGPXCPpJeMXp5PXy+Hombco04l... | H4sIAAAAAAAC/+0aa3PbxtGf9SuuSGcEZEhYlC0n1pidOrbcpIkjj+2knmpUzJE4kgjxCu4gieZopj+iv7C/pLt7d3iQoB5t4mZa7GgEELjd293b5+GUkCrISpWXys9XD34VOAB48vgxXQE2roejw8PqmX4+Ovhi9OgBO3jwCaCUihcw/YP/T3Ac50dRRLNIFGyWFSzkig8PRo+O2WmpYnz6UigxVVGWsrcizwrlA8reXpTgPftJZunerMgSlnO1iKMJMy/ewM9qVL5SYGZ7e3t/1Hf+LLpSZSH2QjFjl1mxlDmfCrcQP5fw1jveYwAw... | H4sIAAAAAAAC/+1WW2/bNhTOM3/FmVNUUmvLdhMvQFAXKNZuGPqQNikwDIZhyBJVa9YtJCXHCfLfdw4p2XLs120P4/dgSfzO/RySlkVac1+uzv5BjBBXk4l+Il4+Lyejn9v3Zv3q8nJ8BqOzfwGVVIFAl2f/T5z/NKykGC6TfMjzGpaBXLFzuBFBmHKQRVqppMghLgREgQoGo/HFoKhUmnAxiLjiIdFMcgUDXhVQJiWPgyRl7PvHuy+LT7/fTnuv3DAC/I0SkQcZx9dRzxv6fg9ev4ZyE3k99sfN7Ze7rx9/+YzST+PrwatWe7gpxFqW... | |
data-014-time-series-aggregation | data-014 | data-analysis/data-014-time-series-aggregation | Time Series Aggregation | data-analysis | L3 | Aggregate hourly metrics into daily summaries and determine trends | 180 | true | ["time-series", "aggregation", "data-analysis"] | ["file-read", "file-write", "python"] | ["reasoning", "tool-use"] | [] | # Task: Time Series Aggregation
You are given hourly metrics data at `workspace/metrics.csv` with columns: `timestamp`, `cpu_percent`, `memory_mb`, `requests_per_sec`.
## Requirements
1. Read `workspace/metrics.csv`.
2. Aggregate the data into daily summaries. Each day should produce:
- `date`: the date string in... | id = "data-014"
title = "Time Series Aggregation"
domain = "data-analysis"
level = "L3"
description = "Aggregate hourly metrics into daily summaries and determine trends"
timeout = 180
capabilities = ["file-read", "file-write", "python"]
skills_allowed = true
tags = ["time-series", "aggregation", "data-analysis"]
capab... | H4sIAAAAAAAC/+1XTY8bRRD12b9iGFCUoPFMf3cPCKQIOKAciBIkDgitvPas1sraO8zYGyHlx1NVdk+7JoJbcoB+WtnW+k131at61e3t+rhu9t1x2G3GejM+LT4BBMAZQ++A+bvxfvru/H8phbWLQiw+A07jcT3A9ov/J467fQcK7Ptq059u+m7YdIdjte/2j8NfN/vbauj+PAFhxK9uxm6zVELZldArIQshvqG/StlaV1aqWlRSCUaRkaJqCRRR26q1jKEuDBlqX1kRalU5voaODAvfWWFhG80ZJjJMHYCBr4rvYiPDQQRWOIjGcIaL... | H4sIAAAAAAAC/+1a/ZLbthH333oKlOmMyIxE6+OcuDeRp459btLGsSe+tJ5qrhyIhCTmKJLlx/kUzXX6EH3CPkl3FyABStR9pEmaaYixjxS52N3fYnexAFGIvPCSskjLwk23j36SNoL2yckJXaHtXSeT0bR+Jp+PR5+Op4/Y6NHP0Mq84BmIf/TrbJZl/Vlk4TIUGVsmGQt4wYej8ckpOw83gr2DdyJnz1erTKx4ESaxCz16vXCTJlnBvsuTuLfMkg1LebGOwgVTL97Cz5oq3RbgZb1e7/fyzl2G10WZiV4gluxDkl3mKfeFnYm/l/DW... | H4sIAAAAAAAC/+1VUW/bNhDOM3/FzS0qabBlu0tgLEgGBG03DH1IkQ4YBsMwaOlkc5VEjaTsGUH+e4+U5cqyXzcMGL8Hi+bdfSS/7yhpmW8x1purfxATwuzmxj0J/ecP17NZOz7Mz66vZ1cwufoXUGvDFS159f/Eq+/GtVbjlSjHWG5hxfWGvYJHxZMcQcu8NkKWkEkFKTd8NJlej4wocKRRCdQjvl4rXHObxDQaGGEtoRIVZlzkjP328Pnj8v2vT/eD12GSAv2mQpW8QBpOBtE4jgfw5g1UuzQasN8fnz5+/vTw7gNlP09vR6/b6vFO... | |
data-015-multi-table-join | data-015 | data-analysis/data-015-multi-table-join | Multi-Table Join and Aggregation | data-analysis | L3 | Join three related CSV tables (customers, orders, products) and produce a summary report showing total revenue per customer with product categories. | 300 | false | ["csv", "join", "aggregation", "multi-table"] | ["filesystem"] | ["reasoning", "tool-use"] | [] | # Multi-Table Join and Aggregation
You have three CSV files in the `data/` directory:
- `customers.csv` — columns: customer_id, name, region
- `orders.csv` — columns: order_id, customer_id, product_id, quantity, order_date
- `products.csv` — columns: product_id, product_name, category, unit_price
Join these three ta... | id = "data-015"
domain = "data-analysis"
level = "L3"
title = "Multi-Table Join and Aggregation"
description = "Join three related CSV tables (customers, orders, products) and produce a summary report showing total revenue per customer with product categories."
timeout = 300
capabilities = ["filesystem"]
tags = ["csv",... | H4sIAAAAAAAC/+2X0WrbMBSGc+2n0LJRVlBsy5bjZrCLNAnbKKylKQR2U1RbTUQTy5PthDL27pOURk0zRjdYso2d78JW9OvoRNj/kZyzmgVZU9VywVXlZ9Wy9dsJNV1K7V2zew+jMHJt208IJaSFwtYB0EtnSqdv/Z9sHv21yHHBFhwrPhWy8AZhSHB/LjKOPs1YMcUjVtWmN8Kn8gaNF6Ke4Qlf98V4wJScoyFbisqNpHjICjQR80oW+KNU9cz0Jni05OhUyVWxjm8Bf5Dc+F+qfG/m/wn/J4Tu+D/spuD/g2AfvTH/diEolcybrDbN... | H4sIAAAAAAAC/+1Ze2/cNhLP3/4UhPpHpGKteF07DyN7uCR2ri3yQuJegzMMgZKoXdZaUUdStreGi/sQ9wnvk9wMSUnUPmrn2qR3OAuGpeVjOPOb4TxIzZRORKPrRsf14t5neXbgebi3Z97wLL3He7s737Rttn2882j88B7ZufcFnkZpKmH5e/+fTxAEf2WSF5xJUghJcqrp9s54/4C8bkrNt49pWjLyveAVeVbRcqG4imHO1haf10JqkqnzrUKKOampnpU8Ja79HfzsBtULDWa2tbX1Z/sVF/xSN5Jt5awgF0KeqZpmLJTs7w30Rgdb... | H4sIAAAAAAAC/+2UW2vbMBTH86xPobmltbfUaUsvEJqHsnYwOmhpB2UEExRLTkRty5XkuCHku+/It3gJeylsD5t+D7YuRzrnf86xlYgXzFfz3h/kGLg8Py/fwPb79PL8ohnX65dnZxc9fNz7C+RKEwkue/8nex8GuZKDKU8HLF3gKVFzpJjGRywXOOMZiwiP0ffrp7vJzdfHkbPvhhTDk3KZkoTB8NjxBr7v4IMDnBXUc9Dz/ePd08P151uwXp0Mj/ab04NCyBeVkZCtHYSypZ6LFB/BFe0JB19d4cOHH7f3Xw4RTzIhNQ7VohmqpUKR... | |
data-016-monthly-budget-analysis | data-016 | data-analysis/data-016-monthly-budget-analysis | Monthly Budget vs Actual Analysis | data-analysis | L2 | Compare actual monthly spending against budget targets across categories and identify over/under-budget items | 180 | true | ["data", "budget", "finance", "analysis", "office"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Monthly Budget vs Actual Analysis
You are given two files in the workspace:
- `workspace/budget.csv` -- contains budget targets per spending category with columns: `category`, `budget_amount`.
- `workspace/transactions.csv` -- contains individual transactions with columns: `date`, `category`, `amount`, `descr... | id = "data-016"
title = "Monthly Budget vs Actual Analysis"
domain = "data-analysis"
level = "L2"
description = "Compare actual monthly spending against budget targets across categories and identify over/under-budget items"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["data", "... | H4sIAAAAAAAC/+2WXW/TMBSGe51fYQIaDLmJ4yZdKwTStA8EGx/ahnaB0OQmbms1tSPb6Zi0H4+TbE1aCbhaL+A8F0l09No+9rHfOGOWhZMym3EbpGbVewqIYxjH9dux/SaUDtbfdTxyctpDpLcDSmOZdsP3/k9SZvlM6Tvc7IEbtlSltJ7m0uKBK0ZAiFdakQsruMG0Ccy0SrmuAsMmYDWTplDaMiuUxFFSRzMhhZzhqNG4HrkTCLms+n7oyZQTk2pRVM0MHtWxHrA7sur81+VjaV2EJ3CBv5z/iA6irfNP3Z6B87+j+nO8NoHm9OOM... | H4sIAAAAAAAC/+1a/XLbxhH333qKK9IZARkSFiVZtjlhpk4sJ2njOBM7racaFQMSRxIRCCC4gySGo5k+RJ+wT9LdvQNwR4AW4zhppsWNx6SAvf343e7e3vIkFzLISpmX0s/XD36VcQTj7PSUPmFsfR6fnJyMqmfq+ejo8fHRA3b04DcYpZBhAeIf/H8Ox3H+yot4HvOCzbOCRaEMh0ejszF7maVymazZZ2W04JJdC/ZsJsswYc/SMFmLWPgw9+AgXuVZIdkPIksP5kW2YnkI0+Ip0y++hT9rqnwtwd8ODg7+pL758/hWlgU/iPic3WTF... | H4sIAAAAAAAC/+1VW2vbMBTOs36F5o3ZZrGTtmsLpRnsCmMPHd1gjBKCYsuNN0cykhwTSv/7jiwlVpKWPW0v1fcQKed+Ph3JklcrmsrF4B9iDDg/Pe1WwP56cn58vtlb+fnr16cDPB78BzRSEQEpB08Tz5+NGilG85KNKFvhOZEL9BxfCZJVFEteNarkDBdc4JwokoyPzpIlZ2pRrZN5k99SlRBGqrUsJZJU4YQ2HNdlTQtSVgh9f/vty+zD5+tJ8CLKcgy/eSkYWVLYjoN4lKYBfvkS120eB+jH1fWXb1/fvv8I1ndHF8mLjfeo5eK3... | |
data-017-employee-attendance-report | data-017 | data-analysis/data-017-employee-attendance-report | Employee Attendance Analysis | data-analysis | L2 | Analyze employee attendance records to compute work hours, late arrivals, and generate an attendance summary report | 180 | true | ["data", "attendance", "hr", "analysis", "office"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Employee Attendance Analysis
You are given a file `workspace/attendance.csv` containing employee clock-in and clock-out records with columns: `employee`, `date`, `clock_in`, `clock_out`.
## Requirements
1. Read `workspace/attendance.csv`.
2. The standard work start time is **09:00**. Any clock-in strictly af... | id = "data-017"
title = "Employee Attendance Analysis"
domain = "data-analysis"
level = "L2"
description = "Analyze employee attendance records to compute work hours, late arrivals, and generate an attendance summary report"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["data", ... | H4sIAAAAAAAC/+3UTWvbMBgHcJ/1KTRtlHXYkeSXpsnYIOt2GD20tIMdyiiKrRARRza2nFLoh98Tt01jN+1hrIWx53ewRf5+9BbLmXKKK+e0zZRN9SCtV97fJsBBHLd30L+LoQw37fZ3KRMhPSq8V9DUTlUwvPd/0ssyL6619jPltJ/mRbq4NPauUTSOTHKTaj8U4UEgokCMfHE4ThJfDsci6YVS+GI0hiuEkeiHcl0Z31Y+CsN1ZQiVhzvCqB2z7VYK8qWYdqYzgoq7Trej28lEOyO51WHSjdqJiGRXVfSwAFjdkaqKvLcvm9G64Xoq... | H4sIAAAAAAAC/+1a/ZLbthH33/cUKNMZkRmJluQ7O7mJ2jr2uUkbx57YaT29uXIgEZIYUSRLgOdTNNfpQ/QJ+yTdXYAkKFH3YSeZTEvMzVEkgcXu4reL3SWUkCpIC5UVys82D36WNoT2+PiYrtB2ruPx+Mmj8pl+Pho+GR8/YMMHv0ArpOI5TP/g/7M5jvMXkUfzSORsnuYs5IoPhqMnp+xsncXpRgj2VCmRhDyZwc+ExxsZSR+GHR1F6yzNFftBpsnRPE/XLONqGUdTZl68htuqV7ZRALWjo6M/6F/+PLpSRS6OQjFn79N8JTM+E24u... | H4sIAAAAAAAC/+1WW2/bNhTOM3/FmVNU0mLJSpEuqFEPCHoBhmJIkBYYBkMQGImOuUiiQFL2jCD/fYeUdbHT7G0DhvF7sKnDc/nORaSUKDYsUuuTfxAx4vLtW/uPOP6/uDi/7NZ7+eXFxZsTiE/+BTRKU4khT/6fOP1h1ig5u+PVjFUbuKNqTU7hWtKsYKBE0WguKlgJCTnVNIzPL0NW1oXYMRZSrVmV0ypjoWS1kJoopiFkjYCa12xFeUHIt6uvX9KPv9wuJq/8LAf8zbmsaMlwGU+CWRRN4PVrqLd5MCG/Xd9++Xpz9eETaj+ez8NX... | |
ds-001-customer-segmentation | ds-001-customer-segmentation | data-science/ds-001-customer-segmentation | Customer Segmentation with K-Means Clustering | data-science | L2 | subject-matter | 120 | false | ["ml", "clustering", "visualization"] | ["tool-use", "reasoning"] | [] | ["file-read", "data-processing", "script-execution", "file-write"] | You are given a CSV file at `workspace/customers.csv` with customer transaction data.
**Your task:**
1. Read the customer data (features: annual_spending, visit_frequency, avg_transaction, loyalty_years)
2. Normalize the features using min-max scaling
3. Apply K-Means clustering with k=3, 4, and 5
4. Determine the opt... | [task]
id = "ds-001-customer-segmentation"
title = "Customer Segmentation with K-Means Clustering"
domain = "data-science"
level = "L2"
track = "subject-matter"
tags = ["ml", "clustering", "visualization"]
capabilities = ["tool-use", "reasoning"]
required_actions = ["file-read", "data-processing", "script-execution", "... | H4sIAAAAAAAC/+3TQW/aMBQHcM7+FG+0UhLNQEJgQUgcJjRp0jZt2g47VAi5xIBVsDPbIUJVv/tegLasSy+Vtkvf74CRk2f7bztO+rLounXrH4pRNhweWvS0Td5lD89O/dkAX4e49R+UzguLU7Zep4s3vdLZ3rXSPal3cC3cmjnpoSNLA4Uq5FKoDfv59funH9/eTz9M2pe3ybhTGXvjCrGQd222vcmVhU4B7cuH19qs2Pu10Sl0FtBmalsY62Hhdhys0LnZsmPTdVLmYZZFbC1FLi1M4CpY4JGYrbRzlQc8EFqXYjN3hdS50ivs2Smn... | H4sIAAAAAAAC/+1X32/bNhDOs/4KQn2oBLiK87NAAA8rsg4YVnRF8tCHIhAYibJZU6JGUna8of/77khJluw0SVGkKDB+LxLJu+PdpzvyZJg2qWxM3Zik3hw8C6aA89NT+wTsPk/Ozs67dzd/NH19/PqATA9+ABptqILtD/6f4GUtlSFSB+1bvTGQEt0o06vu9bOWVVAoWZKamoXgt6Rd+ADDIPjVKSYFvzONYkHOCrKWaqlrmrFIsb8bWI0vAgJYazIj7VSSyarg82TOjKwNl1UUvnrVK4axVeBgSztdhGKwRWU3jtbaiQznpE5YteJK... | H4sIAAAAAAAC/+1X3W+jRhDPM3/FHqlkSDF2EudOss4PaXpVpftIdKnuUnEIrWGxt+arLNjORf7fO7OwYOxrFZ3UvpR5MOwy85vv2bVIozWzxfLkX6Qx0KurK/kEOny+fHl1qd7r/VeTycsTMj75D6gUBc1B5cn/k05fjEqRj+Y8GbFkTeZULDXBCjJkZUoynrGQ8kj7fPvx7f3d9c2bmf7D0/l0uEnzlcioz3a6xrZZmhekYdGyx2KZJpfk9WsyuPv9ze0vA43HkscXa4v8IdLEIqmwSEyLpbYRZAYrG7TzPE3sBSsM/ebd9WevQdQt... | |
ds-002-ab-testing | ds-002-ab-testing | data-science/ds-002-ab-testing | A/B Test Statistical Analysis | data-science | L2 | subject-matter | 120 | false | ["data-science", "ab-testing", "statistics"] | ["tool-use"] | [] | ["file-read", "computation", "file-write"] | # A/B Test Statistical Analysis
## Description
You are given a CSV file `ab_test.csv` located in the workspace directory. This file contains data from an A/B test with the following columns:
- `user_id`: Unique identifier for each user
- `group`: The group the user was assigned to, either `control` or `treatment`
- ... | [task]
id = "ds-002-ab-testing"
title = "A/B Test Statistical Analysis"
domain = "data-science"
level = "L2"
track = "subject-matter"
tags = ["data-science", "ab-testing", "statistics"]
capabilities = ["tool-use"]
required_actions = ["file-read", "computation", "file-write"]
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ds-003-feature-engineering | ds-003-feature-engineering | data-science/ds-003-feature-engineering | Feature Engineering and Selection Pipeline | data-science | L3 | subject-matter | 120 | false | ["data-science", "feature-engineering", "ml"] | ["tool-use"] | [] | ["file-read", "data-processing", "computation", "file-write"] | # Feature Engineering and Selection Pipeline
## Task Description
You are given a dataset `raw_data.csv` located in the workspace directory. This dataset contains a mix of numeric and categorical features along with a numeric target variable.
Your task is to perform a feature engineering and selection pipeline with t... | [task]
id = "ds-003-feature-engineering"
title = "Feature Engineering and Selection Pipeline"
domain = "data-science"
level = "L3"
track = "subject-matter"
tags = ["data-science", "feature-engineering", "ml"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "computation", "file-write"]
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ds-004-time-series | ds-004-time-series | data-science/ds-004-time-series | Time Series Decomposition and Forecasting | data-science | L2 | subject-matter | 120 | false | ["data-science", "time-series", "forecasting"] | ["tool-use"] | [] | ["file-read", "computation", "file-write"] | # Time Series Decomposition and Forecasting
## Objective
You are given a time series dataset `workspace/timeseries.csv` containing 120 data points with two columns: `date` (in YYYY-MM-DD format) and `value` (a float). Your task is to:
1. Read the time series data from `workspace/timeseries.csv`.
2. Perform time seri... | [task]
id = "ds-004-time-series"
title = "Time Series Decomposition and Forecasting"
domain = "data-science"
level = "L2"
track = "subject-matter"
tags = ["data-science", "time-series", "forecasting"]
capabilities = ["tool-use"]
required_actions = ["file-read", "computation", "file-write"]
| H4sIAAAAAAAC/+2TXU/bMBSGe+1fcVaokowm/QBUqaMXUwe72AUTSJsmhJCpXWqR2JbtFirEf99x2rRou95uOI+i2Dk+r8/rj3gZlrbwi9Y/pI+MTk/rFvmzHYwGu/42Pjo5OW5Bv/UfWPrAHZZsvU8OPvSW3vXule5JvYJ77hfMywC5XBqwyso5VyX7eXn17fr75+n5pH34MhjnT8Y9estn8rXN5LM1LsAuhbHqUSgHuYX24S7aZsyuw8LoY8jh7Oz88oKpqhYa/2kvhgl+F+hEOaOLBxnSZDeWdOMYxmZPIs2yRq+XlV0D96BtE7Jc... | H4sIAAAAAAAC/+1YbW/bNhDOZ/8KQkURCbW1OE0zIKiBFdkGDOu2oh1QDEEgMBJls5FFjaQcB8P+++74ojfbbYKiBYbqEEQyRR6fe3h35FEzpRNR66rWcXV/9EXkBOT87Mw8QYbP87OTc/9u2+cn35+eHZGTo68gtdJUwvRH36bwdSWkJkJNcinWpKJ6VfAb4prfwM+Je/+gROnfK1pmVBH4qzLfVtbr6h6byqrpdq/BvaxmoFmrtchYoWKtaKwYBYW08FP530nGUgFNik0mP1gFcc63upZskrGc3Al5qyqaslCyv2v4Gl1MCEgQBG+Z... | H4sIAAAAAAAC/+1W32/bNhDOM/+Km7vA0iorcdougFc/DG2zhwHt0GIoBsMwGJFyuEqkRlJ2vCL/+46kaDsO9rCH7WX8EJjk8Xg/Pt5RMarZ8NLcnf2LuERcv3rlR8Tp+PLqar83yK9fvrg+g8uz/wC9sVSjy7P/J559c9EbfXEr5AWXG7il5o4YbmHCewWd6HhNRUM+f/j486dffnzzbj769ut0Ntkq/cV0tOIPI8LvO6Ut7FUI6Xb2TskXMIHXr999uCGi9RrK/HDQgjmuS3QptJLlmttsvN8bF24PZdWWZXkez3dUMmoA/zoWZbJv... | |
ds-005-anomaly-detection | ds-005-anomaly-detection | data-science/ds-005-anomaly-detection | Sensor Data Anomaly Detection (IQR and Z-Score) | data-science | L2 | subject-matter | 120 | false | ["data-science", "anomaly-detection", "sensors"] | ["tool-use"] | [] | ["file-read", "computation", "file-write"] | # Sensor Data Anomaly Detection (IQR and Z-Score)
## Description
You are given a CSV file `sensor_data.csv` located in the workspace directory. This file contains sensor readings with the following columns:
- `timestamp`: ISO 8601 formatted timestamp string
- `sensor_id`: Identifier for the sensor (string)
- `value`... | [task]
id = "ds-005-anomaly-detection"
title = "Sensor Data Anomaly Detection (IQR and Z-Score)"
domain = "data-science"
level = "L2"
track = "subject-matter"
tags = ["data-science", "anomaly-detection", "sensors"]
capabilities = ["tool-use"]
required_actions = ["file-read", "computation", "file-write"]
| H4sIAAAAAAAC/+2U32+bMBDH8+y/wksrAW1DCGnUKWsepq2bpk3qtD30oaoiCkfiNRhkm6ZVlP99ZwiQtHvdXnYfIfzr7vy9s0GDKQtfL3t/kQC5mEyqFnnZhuHkounv5i/OJ2GPB71/QKlNpHDL3v/J0ZthqdXwXsghyEd+H+kl02D4AMqcF6KANBIrdnP94+vP7+8/XM36x5vRdLDO1YMuohi2fQZPRa4Mb00Yyx4Sofig4P3jdrbPWPFslrkc8wG/vLy6/sREVjnm+l3nzGc49lGJULn0F2Bcp11zzuwazsXrxPW8xj/Wj01XRTLJ... | H4sIAAAAAAAC/+1YW2/bNhTOs38FoT5YAhw1brIECOphRbYB27KmSB76EAQGLVE2a1lUSdqOF+S/7/Aiibo4abE2wzCdB1uizvXjOYcXSYScsrXM1zLMdwffhY6ATk9O9D9Q8/90fHZaPJvx8dHZ8dEBOjp4AVoLiTmYP/h/El3ljEvExCDhbIVyLBcpnSE7/AFeB/b5k2BZ8ZzvJOTNYPCTeQgTei/XnAxikqAt40uR44j4nHxew9fgfICAPM+7JoKlG1KxIG308LAauLj8DbFcUpaFIKAFtwJNkNUVRixL6DycE2m4fM+R9gItQMEJ... | H4sIAAAAAAAC/+1WXW/bNhT1M3/FnTPAUmfLXw0CZEmBYWuBYUW7ZA8FahgGLVEJF4lUScpOavi/71LfSpo+tNhexvNiiffce44uLyVrmexYoG8H/yJmiLPT0+IX8fj35WIxr6+r9bOXy+UAZoP/ALk2VKHk4P+Jkx+muVbTLRdTJnawpfqWaGZgwnIJGc9YTHlCPry//uOvP3/59fXl8MfD/Hyyl+pOZzRkxyFh95lUBhoKIdmDuZViCRO4uHj9/g3hacGQ+ueWBZd4H6AkV1IEN8x4oyY2GtsYroX7yPP9Oj/Uu/ryby1FfZ1Sc0ti... | |
db-001 | db-001 | database/db-001 | Basic SQL Query | database | L1 | Write a SQL query to filter employees by department and salary threshold from a single table | 120 | true | ["sql", "select", "where", "filter", "beginner"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Basic SQL Query
You are given a SQLite database schema and data in `workspace/database.sql`.
## Goal
Write a SQL query that finds all employees in the **Engineering** department with a salary greater than **80000**.
## Requirements
1. Read `workspace/database.sql` to understand the table schema and data.
2... | id = "db-001"
title = "Basic SQL Query"
domain = "database"
level = "L1"
description = "Write a SQL query to filter employees by department and salary threshold from a single table"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["sql", "select", "where", "filter", "beginner"]
cap... | H4sIAAAAAAAC/+2WXW/aMBSGuc6v8LKqgIQhDoTApl1QmnYU+qFAx3pVucRbLEKSOQGEpv33ncAI0LG7rRfdeSSc+Nivz/FHDvZ4ymseFE88EdXkW1D4+xhAs9FYP4HnT9aw2PZ9Y2eMQXdiFF6AeZJyBe4L/ydd1+mMHDLqnA0cImZxEK2ESEhJI4D0SO9m5Fw6Lrlze9cd94H0nYfKui3kM0FGzucRubmF3/1gsLF7IuYqnYkwPdaa8ICrVT7qYaMvlXiEs/hsXK38XtN6N0PHHWXC2/0wpVdZR1LZ81v55aWyG7BMPnUG985w7abE... | H4sIAAAAAAAC/+1a727jNhLPZz8FoX6IXDhq0s12F8H57rKJF71FNtsm6S2KRSDQFmVrI0tekkriWwToQ9wT3pPcDEmJlO04dovt9VAOgsiWZsiZn+YfSUsmZFxWclbJaDbf+SK0D/Td4aG6Ai1cD54f7h/U9/T9g/0XBy92yP7O70CVkJTD9Dt/TgqC4J+MZ2nGOElLTpLhHrySI/KKimxELn88Iz9WjM8j4Ot0sums5JJ8FGVRfxaf8kyyZ52Ul1Myo3KSZ0Ninv0AXxuh2VyCq3U6nb/rT1Ga3cuKs07CUnJX8hsxoyMWcvapgqfd... | H4sIAAAAAAAC/+3SUW/TMBAA4D77VxxhUhLUplvLNFRWpNFmQmJQliJNCCHkOpclkNiZ7bSrJv47TtWODmkSL/DCfS+OTmffnWOjyiVGJu/8RYfOyfHxZnV+X48Gg+Huexs/eT4cdOCw8w80xnLtSnb+T0+f9Buj+4tC9lEuYcFNzgxa6GGjoC5qzHhRsqtZ8nb+4WwSj72Du6NRb6X0d1NzgT88xgS38Aq8g/uk/k2Deh2Zm9KD01Pw55cXPpvHF/HkIzyD82T2DrCqS7VGNOzqTZzEkGLNta1QWhiDH8vrQiLqQl77cPZ+CoaXXK9d... | |
db-002 | db-002 | database/db-002 | Multi-Table JOIN with Aggregation | database | L2 | Write a SQL query joining three tables to compute total spend per customer with aggregation and sorting | 180 | true | ["sql", "join", "aggregation", "group-by", "intermediate"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Multi-Table JOIN with Aggregation
You are given a SQLite database schema with three related tables in `workspace/schema.sql`.
## Goal
Write a SQL query that computes the **total spend per customer**, including the customer's name and city, sorted by total spend in descending order.
## Requirements
1. Read ... | id = "db-002"
title = "Multi-Table JOIN with Aggregation"
domain = "database"
level = "L2"
description = "Write a SQL query joining three tables to compute total spend per customer with aggregation and sorting"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["sql", "join", "aggreg... | H4sIAAAAAAAC/+2WXW/aMBSGuc6vOMuqAhIfSUig2rQLStOKQaEKdF2vKpO4JSrEWRKKqmn/fcemgEPpNGlqL1Y/ggL2+XjP8VHcgGSknvpTOie19Mes8BoYSNO2xSey+2nZprP+vlo30dwsgFF4AxZpRhJMX3ifdDy3PXZh3D7uu+BjM9icJimUNEDCALqDsXvmenDhdc/b3jX03OuK2IvInMLY/T6GwRDfl/3+at0Ps8f8ulb+rGm5PHHCgoWf/UuaOAl9Chi0/4c8LAn+rph14TeS0W4+IfllAzJniyjLK1rtCBU3Acn2FnI69Nzu... | H4sIAAAAAAAC/+1a/W7bOBLv334KQvtHZMDROkmTFMEZuH6ki1203V7T3t4iCARaomyuZdFLUvlAEWAf4p7wnuSGH5IoO1bkot27w3FQ1I7EGc78ZjgcDi2JkDEr5aqU0eruyTehMdDJ06f6E2jt8+Dk5PSoemaeH4xPj46eoPGTP4FKITGH6Z/8f1IQBH8nnGaUcJQxjtLp/nh8eIbelrmk+x/xNCfop59/fIduqJyj57MZJzMsKSsi4BwM6HLFuES/CVZU38XvOZXkaJBxtkQrLOc5nSL77j38WTOt7iQE32AwOP/H+/OXH89fxR/O... | H4sIAAAAAAAC/+3SUW/TMBAA4D77VxxhUhIpTTdKVamsSGMrCNiWLWFCCKHKdRzFkMSZ7bRUiP+OE7LSIe0RHuC+Fzfns+9sV8tizUOdD/6gQ2s6mXSj9ft4NJ7ufvfx6dPxZACHg7+g0YYqW3Lwf3r8aNRoNVqJasSrNayozonmBoa8kVCLmmdUFOR9FL9Nrk5OF3Pn4NvRbLiR6ouuKePfHUIYNfAcnINd0ui24Wob6tvCgeNjcJPrc5cki/PF6TsCFgsrWnI4SYDZ25clV8s2EPSTTJhtN2nHn7Hk5sKTIS1lUxm/nTLS0GKpa16l... | |
db-003 | db-003 | database/db-003 | Schema Design from Requirements | database | L2 | Design a relational database schema for a blog system with users, posts, comments, tags, and many-to-many relationships | 180 | true | ["sql", "schema-design", "foreign-key", "many-to-many", "intermediate"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Schema Design from Requirements
You are given a requirements document at `workspace/requirements.txt` that describes a blog system.
## Goal
Design and output a complete SQL schema (CREATE TABLE statements) for the described blog system.
## Requirements
1. Read `workspace/requirements.txt` carefully.
2. Cre... | id = "db-003"
title = "Schema Design from Requirements"
domain = "database"
level = "L2"
description = "Design a relational database schema for a blog system with users, posts, comments, tags, and many-to-many relationships"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["sql", "... | H4sIAAAAAAAC/+2VS2/TQBDHc/anGExVUSmJk9YFqYhDeBxQD1RtUY9o7Z3GS9a72300jRDfnbFDQh8gLlAJMb+Dx/bO/Gf2MbYUURQer5Ly2KKJYRxv4uDPMiGel2Vvift28qL8cd+/n+5Py4MBTAaPQApReEo/+D95re0cwipEbOH2MTjKshF8DOgD1MLQ0FyRj4elig0ISEZdJYREDka0CMJIwFYoDUJKjyGM74TXHkVEcDbEsJGIKmocQmXlCmprImUd9jouVVrVIipryKlF2qDW3dOzbVclkEev+RJQ1M32dYXamnmAaMljnbZX... | H4sIAAAAAAAC/+1ae0/kRhLnbz5Fn/PHeHKDM8AqiZCQwu3CBi0LHI9EEYssz7jNOOOxve72Alkh3YfIJ8wnuarqtt2epwducxedSzDjsavr8XN3VfVDciHdJJdpLp30ceOLUB/o21ev6Bto6nunv/vdTnFP3d/uf7ezs8H6G38C5UJ6Gajf+P8ky7J+4lkYhDxjQZIxf7DV7+/uscvhiE889oaL8C5mQZZM2AX/mIcZn/BYCgfabW6GkzTJJMt4cSU+RqHku5vEn3pyFIUDpp+dw8+ySfoooeNtbm7+oK6cIHyQOQjyecDuk2wsUm/I... | H4sIAAAAAAAC/+3T/0vCQBQA8P18f8VrBSlU2jeEvoHJJZLNmpPqJznn1UZzt3Y3I6L/vZvO0Joi9IWg94Ex2Xvevfe2kyIY8i3pGT+orFX290d37eN9p1zZnvzOnlf2dvcMKBu/IJGKxXpL439aXSklMi71/LDEwyH0mPSI5Ao2eSIg8iN+x/yAXLfs8/ZltUaPzbWX7YPNJxE/yIi5/NUkxGUKTsBce08qSdfjA7YlHwMTjo5gvX3VXCc1m1YdCk71tEkhkTyWUCCg+X1oWA6tUxsu7cZF1b6Fc3q7MYqleSEbcHDojQNWS1+dZhM6... | |
db-004 | db-004 | database/db-004 | Data Migration Script | database | L3 | Write a SQL migration script to transform data from a flat schema to a normalized schema with separate addresses table | 240 | true | ["sql", "migration", "normalization", "data-transform", "advanced"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Data Migration Script
You are given two schema files in your workspace:
- `workspace/old_schema.sql` — the current (flat) database schema with sample data
- `workspace/new_schema.sql` — the target (normalized) schema
## Goal
Write a SQL migration script that transforms data from the old schema to the new sc... | id = "db-004"
title = "Data Migration Script"
domain = "database"
level = "L3"
description = "Write a SQL migration script to transform data from a flat schema to a normalized schema with separate addresses table"
timeout = 240
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["sql", "migration",... | H4sIAAAAAAAC/+1XbW/iRhDOZ/+KORpdQLLBr5i0qlRDnJQLAWSccvcJLfYmXmFsbm2guar/vWMnIeCjrVr1kg/dRwIzs7PPPLueWZuQ5KSV0O0sCyK6JM3sc3zyX0NFtE2zvCKqV7W997v0a5qlmiegnrwC1llOOKY/+X+i57mO74LvdAcurDPKsxlWA9QlQLAQ+kPfvXI9GHv9G8f7BNfuJ7kcS8iSgu9+9GE4ws/tYPDoxyJi8bGBgFOS03BG8sNRqfGDJB3IIGHIaZbR7C9lgHPrj/pDnHnjDv3HHMUCZnvhhwqynFOaH9XG8odj... | H4sIAAAAAAAC/+1a/W7bOBLv334KQvtH7EWitZ00cQP4sPlwut3LF+LkuoegMBiJsnmRJa1EOUmLAPcQ94T3JDdDUhJlO4nibnt7OA3S2qY4o5nfDIfDD8ESMQpTEaXCjh7efBNqA21vbclPoLnPbnd7O29T7Z32TnfrDWm/+Q6UJoLG8Po3/59kWdbfWMw9zmLihTFxbzba7a1dckgFJSd8HFPBw4AMnZhHwobejQafRmEsSPK7zwXbbHhxOCURFROf3xD97Bx+5h2jBwFB1mg0Br+dDw4uB4ejvcPDi8FwOBiSPvnSIECdXfLFSkTM... | H4sIAAAAAAAC/+1WW1PaQBTmeX/FKe0MMIaqqHVGbWeQLsoIwSZx1CdnhVUyDSTNLjja6X/v2SyXJILjpe1L93sg5Oy5fOeWRITBhH8Ug8JfxAZid2cnuSLy1+1Pi/9T+e721nYBNgr/AGMhWYwhC/8n3r9bH4t4/dofrfPRBK6ZGBDBJVT5OITIj/gN8wNy3nVO3NN6g34ufvi5uVe9C+PvImI9/qtISI9J+ALFD3Ol9aF/GzOJY/UjKMLBAZTcb+0SqVahEXOUw4jfwSiMhyzwH3gfJLsOuCANh9Y9Cl79sE2h1QS76wG9aLmeC2PB... | |
db-005 | db-005 | database/db-005 | Query Optimization | database | L4 | Optimize slow SQL queries by rewriting them and recommending appropriate indexes for large tables | 300 | true | ["sql", "optimization", "indexing", "performance", "expert"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Query Optimization
You are given a database schema and three slow SQL queries that perform full table scans.
## Input Files
- `workspace/schema.sql` — table definitions for a large e-commerce database
- `workspace/slow_queries.sql` — three unoptimized queries with performance issues
## Goal
Optimize the qu... | id = "db-005"
title = "Query Optimization"
domain = "database"
level = "L4"
description = "Optimize slow SQL queries by rewriting them and recommending appropriate indexes for large tables"
timeout = 300
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["sql", "optimization", "indexing", "perform... | H4sIAAAAAAAC/+1YWXPiRhD2s35Fh2ytwSVAEmC2nPJWZCw7xByOJEL8RA3SrJkyOqzDXiqV/57WhQQWWacS+yHRVxyamZ6er3umexpMEpC2b6yoRVr+4/roLSAgTrvd+Bux/9057W/Hkn5ROO2JRyAcvQNCPyAeLn/0/8RAVWRdAV2+GClgoDMci3o+1DlAMBOGE125VlS4VYdjWb2DG+WOj8dsYlHQld90mEzxPRuNkn48SGxdNuCuHDuZkbQNJ7QDb1MmaniUBNRckKBslPkLYgTsiW7JZeNwqVzJs5EOItf4geN2bHM9xwyN4J+Y... | H4sIAAAAAAAC/+1ae2/jxhH33/oUC+YPkTmZsazLFVDhondXp3Hg2o59aVr4DGJNrqw98+XdpW3FMJAP0U/YT9KZ5fKlx1mOqzRtd2CcJHJnduY3D85yTjGpgqxQeaH8fLa1EdoBevP6tf4Emvscfv36zW51rbw+3Pnd7pstsrP1K1AhFRWw/db/JzmO81cm+IQzQSaZINHl9s7O12PyfcHEjBzniif8J6p4lvqwtNfjSZ4JRT7JLK2+C1Z9kzcxV2zUm4gsITlV05hfEnPvBH7W7PlMQdz1er2z99/u/+Vt8OHtu8P9M7JHHnoEyAnB... | H4sIAAAAAAAC/+2UXU/bMBSGe+1fcdZNStHS9AMQEl8aYx2wQQvtGJoQqtzELR5JnMZOoUP8950kDS3Zdrnd7DyqlMZ2zvvmvHa08mfC0beVv0gT2drczK5I+dpub60X/xfjWxsbzQo0K/+ARBseo2Tl/+T1q0ai48ZIhg0RzmDE9S3TwkBdJAoiGYkxlz676vU/D84PDjt71TePre36vYrvdMRd8VRlzOUG9qH65nlRQ0VGBvKH8IbTRMRSaEdP/Srs7oI1uDi1WL0OFzgxhxYbdE47h19AejaIAKVsCHkg4GO/dwYuZqMCEWu4Ou70... | |
debug-001 | debug-001 | debugging/debug-001 | Fix Python Syntax Errors | debugging | L1 | Fix three syntax errors in a Python file: bad indentation, missing colon, and unclosed parenthesis | 120 | true | ["syntax", "python", "debugging", "beginner"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Fix Python Syntax Errors
You are given a Python file at `workspace/buggy.py` that contains **three syntax errors** preventing it from running.
## Bugs to Fix
1. **Missing colon** — an `if` statement is missing its trailing `:`
2. **Bad indentation** — a `return` statement has incorrect indentation
3. **Unclo... | id = "debug-001"
title = "Fix Python Syntax Errors"
domain = "debugging"
level = "L1"
description = "Fix three syntax errors in a Python file: bad indentation, missing colon, and unclosed parenthesis"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["syntax", "python", "debugging",... | H4sIAAAAAAAC/+2VS2vbQBDHfd5PMdmaIBHZkmvZAYMPoS2k5JASF3IoZVlLa1uNXuzDxoR8964ela2WHpNDO7+DpN15/Gd3NVLMNffXZrs9jsvj4HUILPMwrO+W3+/B9byzNfOTYDoLBxAM3gCjNJdWfvB/EosNbKUQ2sl5JtwFAUuygWoEyyXQx0KmMa2nK6TQRuZAb0WaFh7U1ovG3Jo29Dbx4LlK8GIthFQSEU8jk3ItmDKZs+epEaoV04XmKSwhqEebQkJthiRvHtSiE29cr5aNgXSS9XyrZBNkXLPC6NLovpIUyqTaSjldRnpf... | H4sIAAAAAAAC/+1Z727jNhLPZz8FT/1gCXBUJ3G2RVAfbtFtcAWKXtFsrx/2FgItUTbPsqgjqSRGscA9xD3hPcnNkBT1J7bjpGgvh4uwWDnUcOY3fzkkNVM6EbWuah1X25Pf5JnC82Y2M294Bu+z2eUXb5oxO342/eLi4oRMT36Hp1aaShB/8v/5BEHwVyZ5zpkkuZAkY4t6eQpeuSLX/J78sNUrUZKbbanpPflGSiFVDHNGI76phNSEKt38tK+CL+Ja86IZVfWikiJlSvmRrRrlUmxIRfUKyN1E8gP86flWWw2RORqN/mR/xTm/17Vk... | H4sIAAAAAAAC/+3SQWvbMBQHcJ/1Kd7cgm2InaZJCBgyKGW97LDRHXoJFCV+jrU5kpFkp2Hsu08yWYaHexlsh+39wMjI0v89CxlVd5iZKviDbpzVctmPzq/jbL5c/Hg/z68W81UAN8Ff0BrLtSsZ/J+u3kxbo6dbIacoO9hyUzGDFlJsFTSiwZKLmj19eHz/6ePd/bt1eP11lqdHpb+Yhu/wW8hYc7KVknNIdxAycWiUtqCRsaOwFagGZRxdXwKm23a/P2XNKZpApKMEuIEyZ+DsVIGwhjLTyIs4YewKHsQLzHK4Kwo4CGOE3LtVtZLA... | |
debug-002 | debug-002 | debugging/debug-002 | Fix Logic Bugs in Calculator | debugging | L2 | Fix three logic bugs: off-by-one in range(), wrong comparison operator, and integer division instead of float division | 120 | true | ["logic", "python", "debugging", "intermediate"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Fix Logic Bugs in Calculator
You are given a Python file at `workspace/calculator.py` that has **three logic bugs**. The code runs without crashing, but produces incorrect results.
## Bugs to Fix
1. **Off-by-one error** — `factorial(n)` uses `range(1, n)` instead of `range(1, n + 1)`, so it misses multiplyin... | id = "debug-002"
title = "Fix Logic Bugs in Calculator"
domain = "debugging"
level = "L2"
description = "Fix three logic bugs: off-by-one in range(), wrong comparison operator, and integer division instead of float division"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["logic",... | H4sIAAAAAAAC/+2WTWvbQBCGfdavmKohyMW2pNRxwKBCaHsoObQkhRzFSlrZi6WV2F3ZGOP/ntGXY7v41gZC5zloV+/OlzRiUMIMc2OWxVXGTKEm5Xbw1/GQ2XTarMj56vs3s37f6r7/eeYPwBu8AZU2TGH6wf9JwlNIWYytFyxz5HBuAaK4rjIDAfjNbVooECAkKCYX3PFH0BseGX8KQHTOplKyky3LqlMIHfJMLESUcYct+AhyIUPcHPI1LijAl/6o80zEWiToNIKoMxYpRBAE4B2X0Ph7E+8kHLguRF2cuMjLyvAQ2220o+MC6+sC... | H4sIAAAAAAAC/+1Z227jNhDNs7+C1T5EAhKtZMe5oV603XaBAoui6BbtQ2AItEQ5bGjRpagk7qJFP6Jf2C/p8KJrfJEXe0GxJpzIJofDM4fD4YiUJJcRL+SykP5ydfRBSgDl/OxMP6F0nuHwLBiXdaY+DC6GwREKjj5CKXKJBQx/9HkWx3F+IYKmlAiUcoESMivmp0EwvEav6CN6zec0Rt8U8xzRDL3ELC4Yllz40G8woIslFxKZB6Mzv5CUlbULLG8HqeALtIRv0Grl0I+qoZRariR44GAw+Mp881P6KAtBBglJ0QMXd/kSx8QV5PcC... | H4sIAAAAAAAC/+3RwWrbQBAGYJ/3Kf4qAUk0sqI6JiBwoJQGSg8pzSHHspZH1lJlV6xWdkwp9CHyhH2SroTt2CXtqe2l8112NfbMP7CtqVc0bqvRX3TuXU6nw+n9fGbZdLK7b+uXF5OLEc5H/0DXOml95Oj/dPIi7VqbzpVOSa8wl20lWnJIqDNoVEOlVLW4u/n4/vbD6zdvZ8HplyxP1sZ+bhtZ0NdAiGbjKqMnSAoEYq1cBdOQjsLTfVdayLroaumMHTeb8AyhDWPIFmUu4BVmQZihHFuSiygW4gTX6gFZjpuyTOabxGiC0ihl4Uco... | |
debug-003 | debug-003 | debugging/debug-003 | Fix Runtime Crashes on Edge Cases | debugging | L2 | Fix three runtime crash bugs: NoneType attribute access, KeyError on missing dict key, and IndexError on empty list | 120 | true | ["runtime", "exceptions", "python", "debugging", "intermediate"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Fix Runtime Crashes on Edge Cases
You are given a Python file at `workspace/processor.py` that **crashes when given edge-case inputs**. The code works fine with well-formed data but raises unhandled exceptions with incomplete or missing data.
## Bugs to Fix
1. **NoneType access** — `get_user_name(user)` cras... | id = "debug-003"
title = "Fix Runtime Crashes on Edge Cases"
domain = "debugging"
level = "L2"
description = "Fix three runtime crash bugs: NoneType attribute access, KeyError on missing dict key, and IndexError on empty list"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["runti... | H4sIAAAAAAAC/+2WW2vbMBTH8+xPcaaVYtPUdttkgUAeylbGKGyjHfQhBKPaciLiG5LcNoR898nX2S7dXrY+dOcXiB2d+z9ylIAq6mQi9ZmUqbCz3ejv42o+TCblVTO8nrsX0+a+Wj87O5/MRuCOXoFcKip0+dH/ScBCWDPl5ZIJL6ExM4s7a26AhhBy9aQE9RWoDYMwjyIofCAUaQwUClcIuK9s7VlGCKZykZSGJQm5kKpMSlZwAkS/TmpTRFuLYRhNE36ahHztPdAoZ2b1YQxbtvvVzmemdN3KlAuqeJpA6Q73u8Jz2EjludSWbp2q... | H4sIAAAAAAAC/+1ae28buRH33/oUxN4f2QXkPct27g4GBDTNJcChRVFckr4MY0HtUhKr1a6O5NoWAgP9EP2E/SSdGe5bD6+SS1q0HBiWtBoOOb95kpQR2kR5YTaFCTfbsy9CF0DfXV/TK1DvdfLy+vr76pl9Prn4/mpyxi7OvgIV2nAF05/9f5LneX8SSs6lUGyeK5aIWbE4v7i4umFv5SP7uciMXAv2WnG9FJrlGXuTLOAz10KHMHg0kutNrgyzL6mchYWRafVUF7ONymOhdf1kq0dzla/ZhpslsJcD2R/hYy1sszXgl6PR6Df2XTiX... | H4sIAAAAAAAC/+2U22obMRCGfa2nmCqF7BLHzskJhOSilKQXhSa0lFJCCcrurC2ylhZJG8eUQh+iT9gnqQ6bgxMXcpH0pvP5QuvVaP45rayur3BgJ70XZMOzNxrF1fNw3Rrt7t48d+/3dnZGPdjo/QNa64Txkr3/k5VXw9aa4YVUQ1RXcCHshFl0sI6thkY2WAlZsy8nH99/On3z9uiQv/6+ub8+0+bSNqLAH5yxZu4mWm3DwQGcfj06OWYz6SagG1QZf317ctgYXaC12gyaOe8DNzwHYaHaZ+ApdIlwCNXAoCiznLEVOJbXsLkPY3Tn... | |
debug-004 | debug-004 | debugging/debug-004 | Multi-File Bug Localization | debugging | L3 | Identify and fix a cross-file bug where a wrong import in utils.py causes main.py to fail | 180 | true | ["multi-file", "imports", "python", "debugging", "advanced"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Multi-File Bug Localization
You are given three Python files in the workspace that form a small application:
- `workspace/main.py` — the entry point
- `workspace/utils.py` — utility functions
- `workspace/config.py` — configuration constants
Running `main.py` fails with an `ImportError`. The bug is **not** i... | id = "debug-004"
title = "Multi-File Bug Localization"
domain = "debugging"
level = "L3"
description = "Identify and fix a cross-file bug where a wrong import in utils.py causes main.py to fail"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["multi-file", "imports", "python", "de... | H4sIAAAAAAAC/+1YUW/aMBDm2b/C86YNJhpCC0NC6gNamVRNHQhoN6mrrIyY1itxItuhqyr++85xEkLZ1D2MPmz+Hkjsu7PPjr/P14aBDlrzWCz4tZfc1/YCH/Cu08megMdPv9Mrbba/7Xf9wxr2a8+AVOlAwvS1/xOD8Zh+GpwN8TEmJ3AWxjKeM6ViSdDFcDI9HX0ylrbnez5BZ4MvdDKcTU6HU+g9QrPTs+HofGbefTQ9H49Hk9nwhH4YTc4GM+NySb6rWJAmJnO1Mo8f0ZJcIYRCtsDXTFN78uqNPsIAyXQqBX7IGgYkSBIqgoiR... | H4sIAAAAAAAC/+1a727bNhDPZz8FoX2wBLhqnHYZYMDAtnYFBrTDsA7bh6IQGImyWcuiRlJJvCLAHmJPuCfZHUn9zR+7W9usKw9BZEl31N3vjndHUZopnYhaV7WOq93RB6FjoNPHj80RaHScn56cnjbX7PX58VeP5kfk+OgjUK00lfD4o8+TgiD4hUmecyZJLiTJ2Fm9enB8/HhBXtSF5g+e8YKRb+sVeS5SWvDfqeaijEFsMuHbSkhN7KHgZ3GtedFcVfVZJUXKlGqv7NQkl2JLKqrXwO4EyY9w2g5W7TRE5GQy+dr+inN+qWvJJhnL... | H4sIAAAAAAAC/+3Qz0rDQBAG8Jz3Kca0kBRsUmlrodCDiF48KHrwKOlm0yyGbNjdNBYRfAif0CdxU9v656Ag6MXvd5ll2Zn5EqOKpYhM7v2igTMZj9fV+VwHh4PR7vx6PxkNRx4NvD9QG5tot9L7nzp7cW10PJdlLMolzROTMyMs9UWtqJKVyBJZsOvzy7Ori6Pjk5nfvT+Y9hulb02VcPHgM1atbK7KIfU5+ayRNidViTIMuruuuLayMFG1CvYp0EGPEkPZlJHDVSpoRlmkRZKGPcY6dCrvpqRFVbj5lBQFKc5rrUXJhSGV0ULYGxfR... | |
debug-005 | debug-005 | debugging/debug-005 | Performance Bug Fix — O(n²) to O(n) | debugging | L4 | Optimize four O(n²) search functions to O(n) using hash sets while preserving correctness | 180 | true | ["performance", "optimization", "python", "debugging", "expert"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Performance Bug Fix — O(n²) to O(n)
You are given a Python file at `workspace/slow_search.py` that contains four search/collection utility functions. All four use **O(n²) nested loops** where an O(n) hash-set-based approach would suffice.
## Functions to Optimize
1. **`find_duplicates(items)`** — Finds all v... | id = "debug-005"
title = "Performance Bug Fix — O(n²) to O(n)"
domain = "debugging"
level = "L4"
description = "Optimize four O(n²) search functions to O(n) using hash sets while preserving correctness"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["performance", "optimization",... | H4sIAAAAAAAC/+2W32vbMBDH8+y/4uaV4tA2TrpkgUIeyn7A6MNGW+hDCUa2L4kSW/Yke1kZ+98nWXYSJxmMsRXG7vMQ29L3zvc9ySIxK5ivkmwdKGQyWvTyp86fpq95PRxWV83+dTAeXDb3dnwwGA0vO9DvPAOlKpjUr+/8n8Q4gxkXcRCXecIjVqDyeIGp6l45oNkOwwQep9XYLJPAgQuQTMzRS1DUIXVMo1luNRzOYHAOR6UGPoNq/JFPYTKp75dTYCLeToisMBm3JbVztMvtsTxHEXtNdLfSSixKKUBlssDY26q7juNsWhFlaZqJ... | H4sIAAAAAAAC/+0Z7W7kttG/9ykGyo+TgLWyu7bPjREDbdMGCFAkh1yQ/jCMBVeidtnVV0nKPvdwQB4iT5JHyKPck2SGpD7ttVeGbbSoibUpUeRwvmfI0VzpZVHpstJheXPwLG2G7e3xsemxDfr58dujZsyOz2eni8UBzA5eoFVKM4nbH/x/Ns/zfuZSJIJLSAoJMV9V68PZ7OQM3nGJIxnLIw5/rdbwrfgAn3/5FX7w899/C0AX9BSECGEyEVlZSA22S8UqrLRI61HJ8rjI6jctMj5JZJFByfQG57pV8A5fG0jljUbNnEwmf7ZPYSI+... | H4sIAAAAAAAC/+2UwU7bQBCGc/ZTTF0kHIkkQIuQEFSqEFx6CIJKVU/Wxh7jFfau610nUNR37+zajkko5dT20PkutnZnZ/75x16jiyVOTT76g+wTx0dH/klsPw+P9g/69279+P27wxHsj/4CjbGippKj/5O3b2aNqWcLqWaolrAQJg8MWphgo6GSFWZCFsGX+fWnm6uP5xdn4c7jwclkpes7U4kEf4RBkAgLHyDcWQfNMnmP6bR6COH0FHavvl7ML3eDMAxvUNRJDo2VhbQSDWS6hkyqVKpbSHRZagVYYInKGhAqhbSpCkn50UyDYF5Z... | |
doc-001-text-formatting | doc-001 | document-editing/doc-001-text-formatting | Text Formatting | document-editing | L1 | Apply formatting rules to a text document: wrap lines at 80 characters, normalize whitespace, and fix punctuation spacing | 120 | true | ["basic", "formatting", "text", "whitespace"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Text Formatting
Apply formatting rules to a plain text document.
## Requirements
1. Read `workspace/document.txt` and `workspace/rules.json`.
2. Apply the following formatting rules (also described in rules.json):
- **Line wrapping**: Wrap lines at 80 characters maximum. Break at the last space before the... | id = "doc-001"
title = "Text Formatting"
domain = "document-editing"
level = "L1"
description = "Apply formatting rules to a text document: wrap lines at 80 characters, normalize whitespace, and fix punctuation spacing"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "for... | H4sIAAAAAAAC/+1X30/bMBDuc/6KW4bQkCAN0MLEtAf2S0M8bKJIPFZucm08EjuyHdoO8b/vzmlLQJp4GfAwf0Lkh33f3X0+n9NcONHPddZUqFziFq7375ESjgYDfyU8vu4fpQfr+/b9/v7B4aAHae8F0FgnDLnv/Z+4LKQF+hOwLgJwhXBQCAtWVwgAU20q4ZxUM5poG7TtDIWYg9MwQZjKBeYJTb0sEEqpaIow6O2drNhAayg1EQiVAy4c0mUulmS71HzLfHPdlDmzZVpZmaMhegEGhdVKTMqWGEpUM1dwTDyUc1CZrujRJVH0nYx8... | H4sIAAAAAAAC/+1Z/W4buRH333oKdq+AV4G0sVz3kgqnQ3OJ3ctdEgcXXxs0SBfULiXxtF8lubJ1hoA+RJ+wT9KZIfdLlmOnxQVpT4RhrrjD4XDmN8MZrhHahHlpitIExfrgF2lH0L48OaEe2lY/Oj753agas+Ojo0ejRwfs6OATtFIbrmD5g19n8zzvz0LJmRSKzXLF4jwagk3G7EJcGXaWq5QbI7N5AIS9nkyLXBmmRG+m8pQV3CwSOWVu+DX8rGmKtQFo9Xq9P9qnYCavTAkzYzFjl7la6oJHwlfi7yW87Y97DJoSQJIRo+pNEOXZ... | H4sIAAAAAAAC/+2UXW/TMBSGe+1fceiQkmht9tVpUlEv0DRukACxi120Bbmts3hL7ch2lgLiv3PsJm3HOi6QQEic5yIfJ/b7nmMfx+riQaQ27/xBjpGL8/NwR36+nw4Gm+cmfjE4G3TguPMXqKzjBi07/ycHL44qa45mUh0J9QAzbnNmhYO+qDSUshQZlwVjN+8/vr3+8PryatR9+e1k2K+1ubcln4vvXcbKLy7X6gz6c+gyuSy1cWBED+6sVj1wYuVqw0vGauly0KVQcfRyI3hkqkLY1I+NEuAWsiEDJIRhFETSQvNFnCXPSSz0vFoK... | |
doc-002-markdown-to-html | doc-002 | document-editing/doc-002-markdown-to-html | Markdown to HTML Conversion | document-editing | L1 | Convert a Markdown document to valid HTML, handling headings, links, code blocks, and lists | 120 | true | ["basic", "markdown", "html", "conversion"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Markdown to HTML Conversion
Convert a Markdown document to HTML.
## Requirements
1. Read `workspace/document.md`.
2. Convert the Markdown to HTML, handling at minimum:
- Headings (`#`, `##`, `###`) to `<h1>`, `<h2>`, `<h3>`.
- Paragraphs to `<p>` tags.
- Unordered lists (`- item`) to `<ul><li>` elem... | id = "doc-002"
title = "Markdown to HTML Conversion"
domain = "document-editing"
level = "L1"
description = "Convert a Markdown document to valid HTML, handling headings, links, code blocks, and lists"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "markdown", "html", "c... | H4sIAAAAAAAC/+2W3WsbORDA/ay/YropJTbxrp3mAwJ9yCUtDT1ISHrtQym1Is16dd6VhKRNLpT+7zdaOYlTuMf2oNUP411rPjSjGQ2WPPBKGtF3qEPZydEPYEYc7O0NT+L75/xgtnv/ntbn89l8fwSz0U+g94E72n70e7IFF878jSLA6boJeFBGM7a1BWc6OCN7kRbeN8oDfUKDMJl0XGmQmyaTCdTGgekd2OSyhLMAwtygW1uh96SteDsB7i1peDD1IPJ3PmBXDtu+QR56h56xc/KVJNHljZKYHNWmbc2t0kuo17pHjE3hL48OeE8a... | H4sIAAAAAAAC/+1Y/W7cNhL33/sUhPyHtYUt7zpOGxhe41LbaVLEcRAndwHag8CVRivWkqiSlL3bIEAf4p7wnqQz1Le9StziGvTQJQxTSw2HM7/5osaANr4sTF4YL19t/SljguPrw0M747gzTyeHk+ZduT6dfDN9vMUmW19gFNpwhcdv/T2H4zj/BCUiAYpFUrFQBnuTycERu+DqOpS3GTOSPX978ZKdyuwGlBYy83DTaCTSXCrDFIwiJVOWcxMnYs6q5df4s6HJVwbdbDQa/aN88iKxNAXuDCFit1Jd65wH4Cr4ucC346MRw6EASTLL... | H4sIAAAAAAAC/+1WXW/bNhT1M3/FnV1AUpzIdps0QGB72IoWHdaixdJhD1EWyBJtcaFIgaTiFkb+e0lKjmVHTtJhHxjGAwiiKN5zLw8PCUpOb3Aos87fiKHG6cmJfWvsvk+Gx8frdt1/evzitAPDzj+AUqpY6JSd/yd63w1KKQYzwgaY3cAslhmSWMERLjkUpMDzmFCEfvvwy8/nH3949XrSfbYanR0tubiWRZzg2y5CxReVcfYCjhLoIpIXXCgQGKElURnwAjPfe3ZHMEh5UuaYqTBPvQBiCfMzBBp5ChOYhwLHqR8g1INzTUUx5LG4... | |
doc-003-extract-toc | doc-003 | document-editing/doc-003-extract-toc | Extract Table of Contents | document-editing | L1 | Generate a structured table of contents JSON from headings in a Markdown document | 120 | true | ["basic", "toc", "markdown", "headings"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Extract Table of Contents
Generate a structured table of contents from a Markdown document.
## Requirements
1. Read `workspace/document.md`.
2. Extract all headings (lines starting with `#`).
3. Produce `workspace/toc.json` — a JSON array of objects, each with:
- `level`: integer (1 for `#`, 2 for `##`, 3... | id = "doc-003"
title = "Extract Table of Contents"
domain = "document-editing"
level = "L1"
description = "Generate a structured table of contents JSON from headings in a Markdown document"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "toc", "markdown", "headings"]
cap... | H4sIAAAAAAAC/+3VQW/aMBQA4Jz9K96SqloPkLBBkSbtkFFaVT2shW4cJxM/iNXEzhwbWk3773USykalHVtp2/sOJLzY74XYLwhueSx05kpUtl+K4AUk3ulw2B6958dkOHq3P2/jg0EyGAeQBK/A1ZYbXz74P0XwpUYDF04KZCyK4AKtlWoNc/9YLIomFsH8obZYwgy/O2mw2Sp1d+FS+cdXFNxKrdrpE61Wcu3MPhLBmd9iS14jzNG6qotN1UYarZpM8JUbyZcFtin97fA1doM+8VpmPmNZciV2BVOx4SpDAefIrTPdJB+/Ltxaqt2N... | H4sIAAAAAAAC/+1ae3MbtxH33/oU6KUzOnrIM6k4TqoJM5Vt2XHrR2rJiaca9Qa8A0WEx7srgKPJaDTTD9FP2E/S3QXuxYcttxPXk95KoyOBxWKx2McPOBmhTZgVJi9MkK/v/Co0BHpw/z49gTaeo6+GdZ9tHw2/Pjq6w4Z3PgEV2nAF09/5/yTP834USk6lUGyaKRZn0WA4/PKYna6M4pFh53ySCJZN2aMsNSI1OoAhBwdykWfKsJ91lh5MVbZgOTezRE6Y6/gBvlZc+dqAmx0cHPzRfgqmcmUKJQ5iMWXvMjXXOY+Er8TfC+jtHR8w... | H4sIAAAAAAAC/+3SzW/TMBQA8Jz9V5hsUmwtcZt9dKJSDwhx4sDEDhz2IaWJsxiS2LKdVlD1f+fFWSc2sRtw4f2k1rX93vNrHKfbjRSuif6iObi8uAgjeDnm+eL88Ptx/fL8bBHRefQPDM4XFo6M/k9Hb2aDs7O16mey39B14RripKeZHDQ1ysi6UC0hXz59/nh99e79h1V8vMuX2Vbbb84UpdzHhJjvvtH9Gc1KGhPVGW09/ep0n1IrCdkq31BtZM+S46cys0qXQyd7L7oq4bRwtF4SClrVS0dXtBZWFlWYMU6I1yUs3tyRWtsQQ1U/... | |
doc-004-find-replace | doc-004 | document-editing/doc-004-find-replace | Find and Replace with Patterns | document-editing | L2 | Apply regex-based find and replace rules from a JSON configuration to a text document | 180 | true | ["regex", "find-replace", "patterns", "text-processing"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Find and Replace with Patterns
Apply regex-based replacement rules to a text document.
## Requirements
1. Read `workspace/document.txt` and `workspace/replacements.json`.
2. `replacements.json` contains an array of replacement rules, each with:
- `pattern`: a regex pattern to find.
- `replacement`: the... | id = "doc-004"
title = "Find and Replace with Patterns"
domain = "document-editing"
level = "L2"
description = "Apply regex-based find and replace rules from a JSON configuration to a text document"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["regex", "find-replace", "patterns... | H4sIAAAAAAAC/+1XUW/bNhD2s37FVcuKBqslS7GSzcCAGXUKZEWaIMmQDXUx0OLZYmORGknZCYL89x1lO7XdennZ8tDxA2zK1B3v4/H4kebMspirvC5R2sje2ta/jw7hsNttWsJ2m3S7h6vnRX+SpN20BZ3WM6A2lmkK3/p/4gIrpS0MmMUedJI4yeK0k2ZBv7aF0j34VRUSLkthi2CAFdPW1UkPjuVESEQt5ASo30ZBcFUgmDtjsYRKqxyNQQ4JrSdo/KtGYw0ouRYC5jQoMAlshppNkMxMpaTBwIoSQY0hzTqlicANjForDZpYwpwZ... | H4sIAAAAAAAC/+1Z/XLbuBHP33qKPV5nTGUk6iNWktOcbpqLnV6uSZxJfG2mmZQDk6DEE0nwCFC2zuOZPkSfsE/SXRD8kkU7aecy6dWcxKDAxe5i8cN+AIpL5Ypcpbly0u293+QZ4/Pw8FC3+Oy0k8Px4cOyr+ifjB9NH9yD8b3P8ORSsQzF3/v/fCzL+gvPwiDkGQQiA194w/H4cA7PwsQHhv/f8DRiHofzUK3gNVOKZ4l0cFyvF2QihpSpVRSeQRinIlNEser1zI90qxBfvV7vj8WbE4QXKs94z+cBnItsLVNkbWf8lxy/9uc9wCfj... | H4sIAAAAAAAC/+3TQUvDMBQH8J7zKZ510BW2dmNug8EOIp48KHrwIB667pVWu6Qk6ToRv7vpCsOJO+rF/++S8l7zf0mhRpVbjkzu/aKRM59O96vzfR3NZuPDc1efX0zmHo28P1Abm2g30vufzs/i2uh4VciY5ZZWicmFYUtDrhVVRcVZUpRCPN7e3zzcXV5dL/3e+3gxbJR+NVWS8ocvRPVmcyUnNEzJF8WmUtrSi1FyQJqFaAqbk6pY9oPeISZeq7TesLSR3dkgpMRQthDkWN5ZWlIWaU7W/fDEds1V6aa3CSZqZx1l6Lpk40LaRlQq... | |
doc-005-document-comparison | doc-005 | document-editing/doc-005-document-comparison | Document Comparison | document-editing | L2 | Compare two text document versions and generate a structured JSON diff of added, removed, and modified sections | 180 | true | ["diff", "comparison", "versioning", "text"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Document Comparison
Compare two versions of a text document and produce a structured diff.
## Requirements
1. Read `workspace/v1.txt` and `workspace/v2.txt`.
2. Compare them line by line and identify changes.
3. Produce `workspace/changes.json` with:
- `added`: array of objects with `line_number` (in v2) ... | id = "doc-005"
title = "Document Comparison"
domain = "document-editing"
level = "L2"
description = "Compare two text document versions and generate a structured JSON diff of added, removed, and modified sections"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["diff", "comparison... | H4sIAAAAAAAC/+2Xb2/bNhDG/Zqf4uYFRQLEtuQ/yWZgL7w6G7I0i2cHzcuBJs8WZ4lUScquMey77yRbTpa2aAo07Ybx98KWSN7xeJaeB5bc8846bvu3vvFcRMRZv199E4+/4zjq1df78fPzftSAqPEFKJznlrZs/D+ZWPMHCg8zz33hYIq5sZ69RuuU0RC3IzbmHofwC9cFt1voRt0BYzdrtGuFG3abIOT7FMqBKKxF7dMtKA2+nEu51kovIU+4wza7Q0j4GkFJWqYWCmW1bIVbsPimUBYzmnDtKrFHnoEw2innHZgFDAD1Ummk6tqM... | H4sIAAAAAAAC/+1ae2/byBHP3/oUU14BkzmJsXxJLlWjQ3OJ00vzxNnXBjVSYkWuJEZ8lUva1hkG+iH6CftJOjO7fOmROD1cGrQcGKZE7s7OzM7jN0sVUhVeWhZZWbjZ+tavQodI9+/e5SvSxnV8/+ib+p6+Pz789ujwFhze+gxUqkLkuPyt/0+yLOvPMg/nocxhnuYQpP7o8PDeBJ6kfhnLpIDHaZyJPFRp4uLgwSCMszQv4D3eGMzzNIZMFMsonIF58Aa/1qOydYEONhgM/qA/ufPwsihzOQjkHC7SfKUy4Us7l38v8akzGQBSLnFI... | H4sIAAAAAAAC/+2VS2/bMAzHc9an4LICdtDESdx2BYrlMAw7DXtgOezQFYFiy41SW/IkOWlR5LuPfuVZr+mA7TL9gEASTVL/kJasZbxgnp61/iID5PLiohiR/fHsjX9Wzyv75fn5oAWD1j8g04Yq3LL1f/L6VT/Tqj/los/EAqZUz4hmBnosk5DylEWUx4R8//Lt4/jru/cfRu2Tx+FVbynVnU5pwFZtQtIHM5PiDHoBtAlPUqkMzLUUXQh5FMV8SsiSmxnIlAnXOVnn6i+Gnrk3TgeohuiKALIYTmIumIYRRJ5iNCxWbqcpg3+YwW/I... | |
doc-006-template-rendering | doc-006 | document-editing/doc-006-template-rendering | Template Rendering | document-editing | L2 | Render a Markdown template with Jinja2-like syntax using data from a JSON file, handling variables, conditionals, and loops | 180 | true | ["template", "rendering", "jinja2", "variables"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Template Rendering
Render a Markdown template using data from a JSON file.
## Requirements
1. Read `workspace/template.md` and `workspace/data.json`.
2. The template uses Jinja2-style syntax:
- Variables: `{{ variable_name }}` — replace with values from data.json.
- Conditionals: `{% if condition %}...... | id = "doc-006"
title = "Template Rendering"
domain = "document-editing"
level = "L2"
description = "Render a Markdown template with Jinja2-like syntax using data from a JSON file, handling variables, conditionals, and loops"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["templat... | H4sIAAAAAAAC/+0YXW/bNjDP+hU3tSkaw5I/aidAgQFzkwZok65ZHKwPw1Aw0tliI5EqSTkLEv/3HSnJlh0XfWo2oLoHSTzeF++TdswM68X0CL9oKfZ+CPQJDkcj9ybYfg8PR4f1d4kf9EdHwz3o7z0BFNowRer3fk649wD8XMkvGBn/NdglIQTLkFb+CSXGaSpv4a2Yc4F+t9xeoNJcCkvxKhyE/Rofo44Uz021N4GEz5MgRzWTKmMiQrCZBqQuQq25mAM6uUCMfC4wBiIEhSwNDM8QtKHvrEnPRAzXzEQJfbH0zvBIhz4pX1oLfFaY... | H4sIAAAAAAAC/+0Z7XLbxtG/+RRbpBmBHhIiZTlONWEmsi01Tm3LYymNp66LOQIHEiGAQ3AHSgyHM32IPmGfpLt3+JQIUW4nHrfV2SMQh739uv28U1wqV+QqzZWTrh78JmOE46vDQ/3Ece05Pnx0+KScM/Pj0ZODJw9g9OATjFwqliH5B/+fw7KsP/MsDEKeQSAy8IU3xN06ggsepxFTHN7yxEeIZOYgbK8XZCKGlKl5FE4hjFORKXiDr71e8ZKuFNpUr9f7zvxygvBK5Rnv+TyAS5EtZMo8bmf8lxy/9o96gCPjCJJoROUXxxNJEM6c... | H4sIAAAAAAAC/+1VUW/bNhD2s37FzWlhMVYUN2lRoEBQFN2eVqxFW2APdRHQ0inmQpMCSdkJDP/3HqXYkhy720O7h42fAUs6fne8+3gkrZZLTO188BMxIbx88aJ+EvafzyeTi+37g/3l88vJACaDfwGVddzQlIP/J05+Oa+sOZ8JdY5qCTNu55FFB2dYaShFiQUXMor+fP/x908f3rz97Wr4ZP3s1dlKm1tb8gw3wygq791cq0s4y2AYiUWpjYO/rFYJGIyilXBz0CWqePRkF+bc4aKU3GG6yEcMuIXiVQSErR2uoEgN8jxmRyLk3PHU... | |
doc-007-multi-doc-merge | doc-007 | document-editing/doc-007-multi-doc-merge | Multi-Document Merge | document-editing | L3 | Merge 5 markdown chapter files into a single book with table of contents, consistent heading levels, and page breaks | 240 | true | ["merge", "markdown", "chapters", "toc"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Multi-Document Merge
Merge multiple markdown chapter files into a single cohesive book.
## Requirements
1. Read all markdown files in `workspace/chapters/` (chapter-01.md through chapter-05.md).
2. Merge them into `workspace/book.md` with:
- A title: `# Complete Guide` at the top.
- A `## Table of Cont... | id = "doc-007"
title = "Multi-Document Merge"
domain = "document-editing"
level = "L3"
description = "Merge 5 markdown chapter files into a single book with table of contents, consistent heading levels, and page breaks"
timeout = 240
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["merge", "mar... | H4sIAAAAAAAC/+2Y32/bNhDH88y/4uYWxTrEP9LaCVBgD07SbkHXNkiyFXsaaOpsEZFIjaSSCcP+931J2Y69OcAeOm/rdA+JLPHuSJmf7x2dySCHKpdVYOdXF/3R0aDMDj6VjWDH43H6D/vj/9H4+OX6Ot0/enF8PDqg0cEerPZBOqQ/+H/aE7owwdmsVkFbI8RNrj0tap0xKXuHPUEhZ5rXJpMlmyALT3ZOmfbB6VkdOCPf+MClp4y9XpiBEE+e0KlUtwtn4SXE+Y6xubxjmrGyJaf4M4yfWcMxdmkzdoZkVRVayTgr3wb9xiK7EKdN... | H4sIAAAAAAAC/+1Z/W7cuBHP3/sUA/kPS9e14vU5dwejW9SxnYsLOzZipw3g+gSuRK0YS6KOpNbeBgHuIe4J+yQdUtTXrow4h15wRZcwLK00HM785oPDkaJSBbxURan8Yvnsdxm7OL7b3zdXHCvXyeTbSfOsej7Z/X6y9wx2n32FUUpFBC7/7P9zOI7zdypYzKiAmAuIeLizu/v9AZyXqWI7xzwsM5orOKdiTn2kHo1YVnChQNBRLHgGBVFJymZgH1/iz4amWCr0r9Fo9Nfqzo/ZgypxZkRjuOfiThYkpK6gP5f41jsYAQ5BkSQ3jOo3... | H4sIAAAAAAAC/+1W32/TMBDuc/6Ko0FKQpus3QaTKg0JTcADDyCGxMNWqjS5Lh6pHdnOWlT1f+ec/krbsRUEPIC/qokbn787333nVIn8DiOVNf4gOoSz58+rO2H3fnpyth4vn5+dnnYa0Gn8BZRKx5JcNv5PuE+OSiWPhowfIb+DYawyR6GGEEsBBStwFLPccT6///ju8sOri9fnzaezbi+cCPlVFXGC86bjFN90JvgJhAk0HTYuhNQgsQ03uRi24VYJ7jhJFhcapYJzUDSPqW9mI3Pxvadr+qOV3WoQPovGqRcEjjMU4usgZxwNx5Xn... | |
doc-008-document-restructuring | doc-008 | document-editing/doc-008-document-restructuring | Document Restructuring | document-editing | L4 | Restructure a poorly organized 200-line markdown document according to a target outline, preserving all content | 300 | true | ["restructuring", "organization", "outline", "complex"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Document Restructuring
Restructure a poorly organized document according to a given outline.
## Requirements
1. Read `workspace/messy_doc.md` — a ~200 line poorly organized markdown document with content in the wrong order, inconsistent heading levels, and misplaced sections.
2. Read `workspace/outline.json`... | id = "doc-008"
title = "Document Restructuring"
domain = "document-editing"
level = "L4"
description = "Restructure a poorly organized 200-line markdown document according to a target outline, preserving all content"
timeout = 300
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["restructuring",... | H4sIAAAAAAAC/+1ZW2/bOBbus34FRxl0ksLxLUkHa8DYZhundZtNsrbb7mBQ2LJEx2xkUSWlJN4i/32/Q1K25DYzGWCmWGDNh1g6PDeeO5UoyILGgmu9HEcyrC+iJ3/+amI9Pzw0v1gbvy3srWAW3mq1nj9/wppPvsPKdRYoiH/y/7l22PFlnw34jCuehJy9ykXEPW9nZ4f1lJKKvQ6SKBbJled9mPOEBQnjBi7DMFe6xrI5NywUz3KVaBawN8OLcyann3iYsVuRzYlmYogmbCZ4HLFQJlkgEnAF+jxfBMm+4kEUTGPOKBaDKw6iCJuT... | H4sIAAAAAAAC/+1a/XIbtxH333oK9NwZ3XnIk+g4scsJ08gWbauRLY9FN041ygXkgeKF95UDThKj0Uwfok/YJ+nuAvfFL0vtxM20t2PrSNxid7FYLH4LQgmpvCRXaa7cdPHgN6F9oK+ePKEn0NKz9/SLp18Wbbq9t//0iy8esP0Hn4FyqXgG6h/8f5JlWX8VWTANRMamScb8ZNLd33/WZ4fJJI9ErNh7iJAsn6g8C+ILF/h3doIoTTLFfpZJXHzOxM40SyKWcjULgzEzze/ga8mfLhTI2tnZ+VZ/cqfBNYgVO76Ysqskm8uUT4SdiV9y... | H4sIAAAAAAAC/+1WbW/bNhD2Z/6Kmx1AEuooSeuiQIB86IJtHzYsRYuiHxw1k6VTzEQmBZJqFgT57zvKerHkqUhRdEA7PgEi697vuSNtLfNPGOr15BvimPDq5cvqSRg+F4vn7eda/mrxYjGB48l/gFKbWFHKyf8Ts5+OSq2OVlwcofgEq1ivmUYDh1hKKHiBWcxzxj5cvP393ZvX57+cTQ8eTk4P76S61UWc4OOUseLerKV4AYcJTBnfFFIZuNFSzEEhY3fcrEEWKHzvoA1ztEGt769SmYSb1Asg1pCdMiCQCM4gCxXGqR+MeMvS5Fxg... | |
doc-009-markdown-table-formatter | doc-009 | document-editing/doc-009-markdown-table-formatter | Markdown Table Formatter | document-editing | L2 | Format messy markdown tables with inconsistent column widths and missing alignment into properly aligned tables with right-aligned numeric columns | 180 | true | ["markdown", "formatting", "tables", "alignment"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Markdown Table Formatter
You are given a markdown file at `workspace/input.md` containing several tables with poor formatting: inconsistent column widths, missing or incorrect alignment markers, and irregular spacing.
## Requirements
1. Read `workspace/input.md`.
2. Produce `workspace/formatted.md` with all ... | id = "doc-009"
title = "Markdown Table Formatter"
domain = "document-editing"
level = "L2"
description = "Format messy markdown tables with inconsistent column widths and missing alignment into properly aligned tables with right-aligned numeric columns"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_al... | H4sIAAAAAAAC/+1XbW/bNhDOZ/2KmzN06wDLerUkDBvgJl7apmkd210wDMPASLRNWBIFknKWgj9+R8l2nQ7bt/ZDxwewSVP38Mh77ii6IIqMWN20yq2Ks88DDzGOoq5FfNqGXjg+9Ptx3wsj/wy8sy+AVioi0P3Z/xPncNsSoagoH2FBSiphThsulOMsNxRWvCz5A6vXoMi9eSjbqiKCfaDAWwG3ITRUrLioSJ1TILngUgIpSxB0zXgtXcc5P8cZzQ9SYmdH65Y6ju6H9K1/GNO3wcdueOxeCf6gNjAnimpHD4fDf3wc/RaXu4FJRQXL... | H4sIAAAAAAAC/+1ae3PbNhLP3/4UGOZmLLUSo4fdpJrq7lzHSdrLw4ndNjMeHwcmQRE1RfIAyI/zeeY+xH3C+yS3C4AviZKSXNLpTInxmBQJ7C52f/sACMWk8tKFyhbKzW4ffJE2gPbN3p6+Qlu6jkaDUfHOPB8OHg+/eUAGD36DtpCKCmD/4I/ZHMf5mQkeciZImAoSpH5/MPh2Ql5RcRmk1wk5pRcxI89SMadKMeHCiJ0dPs9SoYhgO6FI5ySjKor5BbGPj+Fn0Se7VYCxnZ2dv5o7N+Q3agEjAxaS61Rcyoz6rCPYPxbwtjvZIdCA... | H4sIAAAAAAAC/+1XW2/bNhTOs37FmVNU0hLLdrCumJGgKNoEKPqQoik2DFlmMBJd0ZElgaStBF3/+w6pK2XJaYZtD5u+B8sieW7fOTykRBJtqSfCg38QU8TLFy/0E9F6zqbTk1k5Voy//OHkxwOYHvwL2AhJOJo8+H/i8LvJRvDJLYsnNN7CLRGhdQiXnPgRBZFEG8mSGJYJhyDxx9PpT+M14XdBksVjSW4jOsapNZGScktQCWO6SSBlKV0SFlnWp9dX7xdv3308Gz1z/ADwN2A8JmuKf6cjd+J5I3j+HNIscEfWL5cf3199eP3mHFd/... | |
doc-010-document-template-engine | doc-010 | document-editing/doc-010-document-template-engine | Document Template Engine | document-editing | L3 | Process a template with {{variable}} placeholders, nested object access, array loops, and conditionals using data from a JSON file | 240 | true | ["template", "json", "substitution", "loops", "conditionals"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Document Template Engine
You are given a template file at `workspace/template.txt` with placeholder syntax and a data file at `workspace/data.json`. Process the template and produce the final output.
## Requirements
1. Read `workspace/template.txt` and `workspace/data.json`.
2. Process the template with the ... | id = "doc-010"
title = "Document Template Engine"
domain = "document-editing"
level = "L3"
description = "Process a template with {{variable}} placeholders, nested object access, array loops, and conditionals using data from a JSON file"
timeout = 240
capabilities = ["file-read", "file-write"]
skills_allowed = true
tag... | H4sIAAAAAAAC/+1YbXPaRhD2Z/2KjZxmbI8lhBDI0EkTjJ0xdRzTQJIPmZQR0mEUizv1JBFTwn/v3klCECCdzjTJTKv9gORn9/bltLePZM+JnYqHP/rHiNGDbyIGSsOy5BXly6vZaDTy+xSvGpZtHYBx8B0kiWKHY/iD/6csFADVpzPmu2RIk+mIcLUFavfVW800TEszjDPLVk+FFXYJEboUb2rVeoYnZLihqxornYvby6bSp4iECHWm0rLtTgl0GA8Zd2KfUWmPejJ1/EAYjPwg8OndcwcNXbTTXTbNjWZ+iCYxT0gGOJ7HSRStwiAU... | H4sIAAAAAAAC/+0aa2/bRjKf/Su27AGRehIjyXL8QFXUcZyL2zg2aqcNLmmJFbmSWJFcdncpWzUM3I+4X3i/5GaWy5cetHOHFsEdB4ZJkbOzM7PzXK5iUjk8UXGi7Hj55A+BHsDz4VBfAVaug/5gdz97lj7v9/YHu09I78mfAIlUVMD0T/4/wbKsH5nwJz4TZMIF8bjbBf0fkZfcTUIWKXLNwjigipHTaOpHzIYROzsTwUMSUzUL/DHxw5gLRS7h586O+REvFVjWzs7Ot+mdPfFvVSLYjscm5IaLuYypy1qC/ZbA2/bRDgEA0j8wyYMF... | H4sIAAAAAAAC/+1WXW/bNhTNs37FrVNUUifT9tYsQFAvCPoBDC2aIAkwbHZq0BZlM5VFgaTiZIL/ey8ly5Yjp806rAM2ngdb4uU5JO+5pKhEfMOImu39g+giDg8Oin/E/f+Dw59/qp5X7YcvXhzuQXfvOyBTmkoccu//if0nnUzJzpgnHZbcwJiqmbMPp5JOYgZKxJnmIoFISAjFpN3tddv4n81ZotuazdOYatZmyZQnzFFMQ5tlAlKesojy2HEuTy7ejV7/et5vPfUmIeBvyGVC5wwfuy2/Q0gLnj2DdBH6Lee30/N3F2cnr95g77x3... | |
doc-011-markdown-toc-generator | doc-011 | document-editing/doc-011-markdown-toc-generator | Generate Markdown Table of Contents | document-editing | L2 | Generate a table of contents from markdown headings and insert it at the top of the document | 120 | true | ["markdown", "toc", "headings"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Generate Markdown Table of Contents
You are given a markdown file at `workspace/document.md` that contains multiple heading levels (`##`, `###`, `####`). Generate a table of contents and produce a new file with the TOC inserted at the top.
## Requirements
1. Read `workspace/document.md`.
2. Parse all heading... | id = "doc-011"
title = "Generate Markdown Table of Contents"
domain = "document-editing"
level = "L2"
description = "Generate a table of contents from markdown headings and insert it at the top of the document"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["markdown", "toc", "he... | H4sIAAAAAAAC/+1WS2/jNhDOmb9iageLDVBJTpo0RYAeXMe7MBJgDTtpsKdYlsY2a4lkScqOseh/75CSHTlFjxugKL+DHiSH8/pmyDy1aZLLrCpR2LjMT74DeoSfLy/9m/D2fXHVu95/1+Pn572LixPonbwDKmNTTepP/p/owljLPzCzcNuQILVcCsa6XfiM1nKxhClFyGLO2BMWmSwRrAS7QlC1ZAwPK25gWfEcYcuLAlZYKNjJCgxaqPynhhw3WEjlVACKDddSeM45Vc4K1PhnxQ23aBj7SsJ+K4GYe2ULWRRy68yxUhYGuKDEFQXm... | H4sIAAAAAAAC/+0Z227cuNXP8xWE5sFS6lE83km6NTpAs7aTTZHExtrpBnBSgSNRM9yRRJWkbM8GAfYj9gv7JT2Hoi6jkS9bJOm2HcIwNRLP4blfSM2UDkSh80L7+Wrni4x9GE8nEzPD6Mzjg6eTJ9W78v14/48HT3fI/s5XGIXSVML2O/+fw3GcvzHJY84kiYUkkQhH++PxIXnBMiapZuQ1lctIXGfkgs4SRkRMjkSmWaaVD8CDAU9zITWRbBBLkZKc6kXCZ8S+PoOf9Zp8pcHcBoPBX8onP+Y3ugDIiMXkWsilymnIXMn+UcBX73BA... | H4sIAAAAAAAC/+2T30/bMBDH++y/4pYikgzitqiAhuABbUyaeAAB0jQVqNzGoR6JHdlpM1b1f9+5aSlME2/by+6jNo7u6/vh88WZfCa5m7T+Il3kcH9/uSK/r72Dg2dtZT/s9/st6Lb+AVNXCYspW/8n7XedqbOdkdIdqWcwEm7C2nBhxTiX4Ew+rZTRkBkLqRkn3V4vKYR9TE2tkwoND1JLKypjmZMVJHJqoFSlzITKGbs5vT4ffvpydRJsReMU8Jkqq0Uh8bUbxB3OA9jehrJO44B9vbg6v748/XiGu+e9o2Rr7d2pjX10pRjLRcCK... | |
doc-012-text-find-replace | doc-012 | document-editing/doc-012-text-find-replace | Batch Find and Replace in Text | document-editing | L1 | Apply multiple find-and-replace pairs from a JSON file to a text document | 120 | true | ["find-replace", "text", "batch"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Batch Find and Replace in Text
You are given a text document at `workspace/document.txt` and a JSON file at `workspace/replacements.json`. Apply all the find-and-replace operations to the document.
## Requirements
1. Read `workspace/document.txt` and `workspace/replacements.json`.
2. The JSON file contains a... | id = "doc-012"
title = "Batch Find and Replace in Text"
domain = "document-editing"
level = "L1"
description = "Apply multiple find-and-replace pairs from a JSON file to a text document"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["find-replace", "text", "batch"]
capability_ty... | H4sIAAAAAAAC/+2XUU/bMBCA++xfcQsIDYkkbSkgVZo0xkBCsMFoJR6maTLxtfVIbM92WhDiv+9caAeFai+MF/w9kGDfnc9n3+UquOe50EVdofKZv/KNl6dJbHc60yex+Gy1d+bvd+OtVntzqwHNxitQO88tLd94m/RHCLvGlLLgXmoFB5ZXONH2EsbtrMnYOZaFrhC8Br9MNIP+SDoYzFWN1WMp0JGWLmlCW7ioZSmkGrJKC7QKJngB/K8xF2ws82TCHZA1OVQoYCL9CJysgqD010wqqKQSGWNHeA0D5L62tLIeLPcXpCrKWmCXpXDA... | H4sIAAAAAAAC/+0aa4/buDGf/StYXYGVA1tZb3O56+J8aB67vbRJNkj22qBBKnAlytZZElWS8q7PWKA/or+wv6QzJPXyI+tccemhx0GykqjhvDich2jFpAp5pcpKBeXq3s8CxwCPHj7UV4CN6+TL499N6jEzPjn+avLoHjm+9xmgkooKYH/v1wme5/2FiTRJmSAJFyTm0fh4cnJKnlAVzcl5WsSEwv83rMxoxEhakEt2owKYNxgkguekpGqepVckzUsuFHkNj4OBfShXCvxrMBj8wdwFSXqjKsEGMUvINRcLWQJRX7B/VPB2eDogAED6... | H4sIAAAAAAAC/+3SQU/bMBQA4Jz9K94CIolEnKaAkBAc0MakiUMRnYQQqpBJnMUjtS3baUCI/47NWqAbV3bhfYfYsZ+f7ZdY1S04tW30gUbe/t7ec+v93Zbl7njVX47v7+6MIxhF/0FvHTN+y+hz2vhS9NYUN0IWXC7ghtmWbMDEsKrjYFXXO6EkNMpArap8VI5zx+9c3ghZ54brjlWcWO4g570CLTRvmOgI+Xk8Pb3+9uP8KN5Mqxr8sxZGsjn33VGcFZTGsLUFeqizmFxMzk+nZ8dfT3z0Q3mQb65WF4Myt1b7PR5jMr/1KSDXPsPL... | |
doc-013-csv-report-formatter | doc-013 | document-editing/doc-013-csv-report-formatter | Format CSV Data as Text Report | document-editing | L2 | Convert CSV data into a formatted text report with aligned columns, separators, and summary totals | 120 | true | ["csv", "report", "formatting"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Format CSV Data as Text Report
You are given a CSV file at `workspace/data.csv` containing product sales data. Produce a formatted text report.
## Requirements
1. Read `workspace/data.csv` which has columns: `product`, `quantity`, `price`.
2. Produce a text report (`workspace/report.txt`) with:
- A title ... | id = "doc-013"
title = "Format CSV Data as Text Report"
domain = "document-editing"
level = "L2"
description = "Convert CSV data into a formatted text report with aligned columns, separators, and summary totals"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["csv", "report", "for... | H4sIAAAAAAAC/+3VzW/TMBQA8J79VzyyaWKSkzht0q5IHMaGNNQh0ArqEbm2p1olsbGdVdXE/44TWAZIHNsL73fwx5M/YiXOkzzwXMYiE/5hdBgsmpZlX0d/12xcFkO7jxdswooRsNERtD5wF7cf/Z+sM7IVgX5reRN02FPrtFDklttgLC0qejGfZ/M5eW9ar2gxZnRcdv2F2q8Nd5JeVLT8NaLRwTg6YXTyM3KjuPQq0GlFZ31gpdaC17SsaNX3Py/fwE27pnNGiz5wrfwWbnltadmt0oVG6JDi+2lt5jeH3KO71LOq+uf9r8bTP+8/... | H4sIAAAAAAAC/+1Z/W7bOBLv33kKQntA7MRRbcdOE+N8uLZJt3uXNr0m3S1Q7Am0RNlay5KWpJL4ggL3EPeE9yQ3M6S+/NG0t7fFHjZCENHkDDnzmw8ORS2U9tJcZ7l2s+WjX+XpwnM0GNAbnpV3b3B01C/6TH+v+6T/5BHrPvoKT640l7D8o9/n4zjO90JGYSQkC1PJgtQ/6PYOR+xFKhdcs+eX37NTrjnjil2JW83eiiyV2gW+nZ1ogW0mxU4o0wXLuJ7F0YTZ7jfws6TJlho8bWdn58+m5YbRrc6BMxAhu0nlXGXcFy0pfs5htD3a... | H4sIAAAAAAAC/+2UW0/bMBSA++xf4QWEm9GkNxBSBZMQMGliUhlUmqauQiZxqEeapLZLQFX/+47tBnpB29P2sPl7SO3jc/epZZ4+slCOa3+QFnB0eGh+gc3fzlH3qFov5UcHB4c13Kr9BWZSUQEha/8nO++aMymadzxrsuwR31E5Rju4L2iUMizzdKZ4nuEkFzjOo6DV7gaRfAwEK3KhAhBPqFJMIMkUDtgsxwUvWEJ5itDg9Oby9vzT9Ym3W49iDN+Yi4xOGCxbnt8MQw/v7eGijH0Pfe1fX95cnZ5dgPa83Qt2K+tmmYsHWdCILTw0... | |
doc-014-document-merger | doc-014 | document-editing/doc-014-document-merger | Merge Multiple Documents with Section Headers | document-editing | L3 | Merge four text files into a single document with auto-generated section headers derived from each file's first line | 120 | true | ["merge", "sections", "documents"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Merge Multiple Documents with Section Headers
You are given a directory `workspace/parts/` containing four text files (`part1.txt` through `part4.txt`). Merge them into a single document with section headers.
## Requirements
1. Read `workspace/parts/part1.txt` through `workspace/parts/part4.txt` in order.
2.... | id = "doc-014"
title = "Merge Multiple Documents with Section Headers"
domain = "document-editing"
level = "L3"
description = "Merge four text files into a single document with auto-generated section headers derived from each file's first line"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = t... | H4sIAAAAAAAC/+2Y227bRhCGfc2nmDoHJIAl62gHAXrhnAAnaF3YBXJZrMgRuTW5y+wuJStF373/LCVZitMgF40ToJwLSya5M7PL/b+ZVaaCOq6VC8N+uAkH38QGsJPJJH7CPv0cnIxPt9/j9eFgMp0c0ODgHqzxQTmEP/h/2rkJzmZNGrQ1ye8Fk1O1zkhlC2VSrtgEsnPC/tBznWpVkjaBy1LnjNtUKE/BKePn1lWcUWGXtGRSde2sSosktVVd8g3h31nJVc/bcqFNTip11nsyTcXONp4yWyltfJ/eOFtRwaoMRaocU6ZVbqwPOkUg... | H4sIAAAAAAAC/+1Z627cuBXObz8FoaCwZmsrnok3GwxqoNnEadzGSRA7bYA0FTgSNaO1RtSSlO3ZIEAfYp9wn6TfIanLXJzYQTdIUROGpaHIc/nOhYekEdrEsjZVbaJqced3aXtoD/b37RNt5Tkcff+g7XP9w70fRqM7bO/OV2i1NlyB/Z3/zxYEwd+FyrNcKJZJxVKZ7O4N98fsWKipYMd1YfKqEOyJTOq5KI1mF7mZsRORmFyW7JngqVA6ApmtrXxeSWWYEluZknNWcTMr8gnz3a/wsx1TLQwcb2tr68/uLcryS1NjZioydiHVma54... | H4sIAAAAAAAC/+3S3WvbMBAA8Dzrr7g5pbZZ/bU2FEI7KFsLow8pzWCMNAzHlhOtjmQkJV4I+d93dpxu6fv20vs92JKsj7uTjSrXPDSL3j8Uo8vBoH2j1+/kPP5waHfjlxfncQ/i3n+wMjbVeGTvbeq/i1ZGRzMhIy7XMEvNgvVhpNOs5GBUubJCSSiUhlxlQZxcBPheLbm0wZLrOdfMcAsBXymoRMWLVJSMfb0Z3//4/OXx2jnxshzwmQst0yXHZuz4URg6cHoKVZ37Dvs2erwfP9x8usXZ22QYnBxWR7XSz6ZKM75z2PIZt4Cgwh1e... | |
doc-015-changelog-generator | doc-015 | document-editing/doc-015-changelog-generator | Generate Changelog from Commit Data | document-editing | L3 | Parse commit data from JSONL and produce a formatted CHANGELOG.md grouped by commit type | 120 | true | ["changelog", "git", "versioning"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Generate Changelog from Commit Data
You are given a file `workspace/commits.jsonl` containing commit information. Produce a formatted `CHANGELOG.md` grouped by commit type.
## Requirements
1. Read `workspace/commits.jsonl`. Each line is a JSON object with fields:
- `hash`: short commit hash (7 chars)
-... | id = "doc-015"
title = "Generate Changelog from Commit Data"
domain = "document-editing"
level = "L3"
description = "Parse commit data from JSONL and produce a formatted CHANGELOG.md grouped by commit type"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["changelog", "git", "versi... | H4sIAAAAAAAC/+2W32/bNhDH/ay/4qYGxQpMtmRLdlJgD567AVkxtGg25HFgxLPERiI5/kjiFv3fd3RbL/4xbwbWvoyfB0umSN3x7ns8cebYqFZ9L5wdvrVKdoP/nJyYluX6Suxex7Pp5v7jeFGUeTWAfPAV8NYxQ+YH/0/epy2zbfocUlbcjOsJT7+jW+9aZcLgvBM1wqJFGcY5cxhGx/l4muWTLC/CaI/Wsmb9YM45eIsGwhtQOlEzJ5SEXnHfYZjsVno9c4nMpR+Sv8xjuayaabtt/gd1A78w48Rh8+Md8z+JB5C+60ArIR25ISRY... | H4sIAAAAAAAC/+1a/W7bRhLP336KPeaAkK3EWE6a9gQrOMd20vSSJmjSa3BpjliRS4kVv8olbamGgXuIe8J7kpuZXXJJWZLVFimCOw6CUKZ2Zmd/Mzs7M9pSyNLLqjKvSjdf3fkodAj06OFDegKtPY9Go0dH9Tv1fnT45dHhHXZ45w+gSpa8gOnv/H+SZVl/F0UURqJgYVawIPOHh6MvxuyZSEXBS8FO5zydiTibsbDIEnaaJUlUsjNecheYDw6iJM+KkhXigL7PeTmPoynTr1/Dn82YfFWCux0cHPxVfXLDaFlWwBmIkF1mxULm3Bd2... | H4sIAAAAAAAC/+2UW0/bMBSA++xfcZYinEgkLQyEhOCBlcsmphXBpGnqKmQStzEkdmQ7FFT1v89OW0rXPU3aXna+h9o+93Ni16jiiScmb/1Fuo7Dg4Nmdfy67u1195f7hfxw//1eC7qtf0BtLNMuZev/pP2uUxvduReyw+UT3DOTkzb0NUsLDkYVtRVKwkhpyFQad3cP4jRncswLNY7HXHLNrNLEcAsxrxVUouIjJgpCvp7eXt2dfbo5CbbCNAP3mwktWcndthtEnSQJYHsbqkkWBeRb/+bq9vq0d+6sp7tH8dbSuzNR+tFULOWzgJSP... | |
doc-016-meeting-minutes | doc-016 | document-editing/doc-016-meeting-minutes | Format Meeting Minutes from Raw Notes | document-editing | L2 | Transform unstructured meeting notes into properly formatted meeting minutes with attendees, decisions, and action items | 180 | true | ["document", "meeting", "minutes", "office", "formatting"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Format Meeting Minutes from Raw Notes
You are given raw, unstructured meeting notes at `workspace/raw_notes.txt`. Transform them into properly formatted meeting minutes.
## Requirements
1. Read `workspace/raw_notes.txt`.
2. Produce a well-formatted Markdown document with the following sections:
### Header
-... | id = "doc-016"
title = "Format Meeting Minutes from Raw Notes"
domain = "document-editing"
level = "L2"
description = "Transform unstructured meeting notes into properly formatted meeting minutes with attendees, decisions, and action items"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
... | H4sIAAAAAAAC/+2WS2/TQBDHc95PMaQPtVKc2CFpIRKHCjigHoAWqcdq453E23gf7K5jCuK7M+s0UQniRnthf4fYjufxn9n12IIHPnK8vdUmoB+Gb6H3z8mJs8mkOxL7x2I8nm7PN/8XxWSc9yDvPQOND9xR+t7/iXVGNGUAh2uJLSjEIPUSFHdlBUUO43x8xqxDjzrMwHPHKygr1ANQcoVwZyrtDV3V0nNouV4OIBgFc2dazfh843bHFXqoEeHEy3J1ylgXaAZfC9CNmqOju8asYGmMGEQtqBuExkIxPWIx0Qw0oqDQsJCa1/I7QqgQ... | H4sIAAAAAAAC/+0Z7W7byNG/9RQLpoCpq01LtuPeCaeiTmL3LrDjIM71AhQFsSKX0sYkl8ddWlZzAe4h+oR9ks4Ml1+SDEmHXnBFTRgmtdz5/trhGKGNrwqTFcbLFnu/yTWA6+z0lO5wLd2HpyfDs2qtXB8O/nR8sscGe1/gKrThOZDf+/+8HMf5m8hlJEXOIpWzUAWHg+HZiF2qPOGGXQthZDpl1zItjNAsylXC3vE5e6PgpwfgvR6tZdzMYjlhMslUbthb+Nnr2R/ZAvaaXq/3l/LJi+SDKXLRC0XE5iq/0xkPhJuLnwp42x/1GFyA... | H4sIAAAAAAAC/+2UTW8bNxCGdeavmMgOkgje1YfjqA3SAnIUo03iWolS5ExxR1pCS3JBciW4df97hytLcorcguTSeQ5eL3f4znDeoYKrNpiHsvMdGRDji4v2Sfz3ORqOz/f/36+Pn5+POzDo/ACaEKWnlJ3/JyeP+k3w/YW2fbQbWMhQihO48VJVCMFVTdTOwtJ5KJzKBsMXmUGM2q4yo20TMYiAETJsHNS6xqXUlRCfbz6+m88mr9/80j39e/gy2zq/DrVU+E9XmHWhPWQ1dE8PYV0hlIzw68O1/r1+boouvHoFT97cXD2h0mbeFY2K... | |
doc-017-weekly-status-report | doc-017 | document-editing/doc-017-weekly-status-report | Compile Weekly Status Report | document-editing | L2 | Aggregate five daily standup log files into a single structured weekly status report with progress summary and blockers | 180 | true | ["document", "report", "weekly", "status", "office"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Compile Weekly Status Report
You are given five daily standup log files in `workspace/standups/` (monday.txt through friday.txt). Each file contains sections for Done, In Progress, and Blockers. Aggregate these into a single weekly status report.
## Requirements
1. Read all five standup files from `workspace... | id = "doc-017"
title = "Compile Weekly Status Report"
domain = "document-editing"
level = "L2"
description = "Aggregate five daily standup log files into a single structured weekly status report with progress summary and blockers"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["d... | H4sIAAAAAAAC/+2Y32/TMBDH+5y/4sgmxCTSJv0JQzyMbkgVAqoNaY/Ii6+N1cSObKddNfG/c063sHWDCYluD/j70FTx5ey6/dz3as4s68y04Gzdtpe2tQvFpGG/X19J29e4Nxw07+v7STyKkxbErSdQZSzTNH3r/9Qxs3gI3bg7jOJelPSCYyXxMIjgo5DCZMjhaDoBrtKqQGmZFUrS4GfUcxoq2drdhULxKkewCgomJFxoJtMsmEiYajXXaIxLeCJ5ZFWEkoNFY4Wcg5o1KWa5WlHQVGPJtBvTmCMzCFJRNMyUhmW3nQQfcpUuUNcZ... | H4sIAAAAAAAC/+0a7Y7bxtG/7ym2TAGRgUTrLk7sCFFRxz43buPYiJ3aqOESe+RS2ogiWe7y7pTDAX2IPmGfpDOzyy+J0t25SGC0HByO0nJ2dr53drRaKB1kpc5L7eebe78KTAG+evCAngBbz5Pjhw/rMTN+PH148uU9Nr33G0CpNC9g+Xv/n+A4zl9FIWMpChZnBYuycDI9fjhjT7J1LhPB3gqxSjbstea6VOxHkWeF9mHW0ZFc42f2s8rSo7jI1iznepnIM2ZfvIKvNVa+0eBpR0dHfzSf/Fhe6rIQR5GI2UVWrFTOQ+EW4h8lvPVm... | H4sIAAAAAAAC/+2US28aMRSFWftX3EKkSSSGZ55IWUR5SFEVBYVFF20VmRnDOMzYI9sDRVH+e69ngAB9LCq1m95P4uU59r0+x8bqdC5aNqn9RTrI2clJ+Ynsf/Z6ndP199X42XH/uAad2j+gsI4bLFn7P2l8aBfWtMdStYWaw5jbhDXg0fAoFWB1WjipFUy0gVhHYad7Fi6EmKXLEG1zhQ2NyLVxzAoHoSg05DIXEy5Txj49Pn0cDa+uby/rB6/dQbjQZmZzHom3OstmsTQQ5lA/2MjqjOVLl2jVhzCCOpOZXxlerFaMVWXgEl4ZIIFv... | |
doc-018-invoice-generator | doc-018 | document-editing/doc-018-invoice-generator | Generate Invoice from Order Data | document-editing | L2 | Create a formatted Markdown invoice document from order line items with tax calculation and proper business formatting | 180 | true | ["document", "invoice", "business", "finance", "office"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Generate Invoice from Order Data
You are given order data at `workspace/order.json`. Generate a formatted Markdown invoice document from it.
## Requirements
1. Read `workspace/order.json`.
2. Produce a Markdown invoice with the following sections:
### Invoice Header
- Invoice number and dates (invoice date ... | id = "doc-018"
title = "Generate Invoice from Order Data"
domain = "document-editing"
level = "L2"
description = "Create a formatted Markdown invoice document from order line items with tax calculation and proper business formatting"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ... | H4sIAAAAAAAC/+2WUU/bMBDH+5xPcTMIgdS0TpoWirSHrmxTx8QQRUNomio3calHY2e20w6hfved01Eogkf6Mv8emvh89z/btc/JmGVNpTOuG7+MkrW3gCKdJKmeyPNnFMfrvpU9op1Oqwa0tgVKY5nG9LX/k/sAgAg5VyLlI1nmY67JMZDB2fcwpnEnpDSJSd05Zcxy17Uyt8LowV7y0WZfEkbRqm+iVY52lwRbqcoLJu+c4yVPp0M1sTBUs9IKJU0VgE4syzQ3xjlFcQsGUqo5cx5wosWc12HIJHzSTKbCpKoO/R50k4jGBMOXVVKr... | H4sIAAAAAAAC/+0a7XLbxtG/+RRXpB2DDgmTtKRInNATx5YTp7bliZTUU8fFHImjiBBfvTtQYlR1+hB9wj5Jd+8OwJEEqY9MMp4WNxoBBPb79vZ2FyeZkH6ayyyXXrZ88JuMHoyDvT11hbF2HQwGT54Uz/Tzfu+LQe8B6T34HUYuJOXA/sH/53Ac50fGw2nIOJmmnATppNvrHw7JNyxhnEpGXiWLNJwwMuVpTE54AIAvqKQeYLZaYZylXBLOWup1RuUsCsfEPH4HP0uYbCnB11qt1lf6zpuGlzIHzIBNyUXK5yKjE+Zy9vcc3raHLQID... | H4sIAAAAAAAC/+2VXW/aMBSGufavOAudAlkT6JdaIXExtdtUbWq7tdMuACGTOMUt2JntlKHS/z7HJLDSsLbTNmman4sQznmPz2vHcSQf3ZBADit/kKZmf2/P/GpWf3d2m7vFfR7f393Zq0Cz8hdIpcJCt6z8n1RfNFIpGgPKGoTdwADLIarCqcDhiIDko1RRziDmAiIe+s2tA5+yG05D4l8SRgRWXCBJFPgk5ZDQhMSYjhD6cvrp/fnZ68M3bWfjdqvlT7i4lgkOyZ2DxtcRFeAn4GwsZA5CyVQNOdsBPwQH0XHChYIryRlCE6qGwBPC... | |
edu-001-crt-and-logistic-reasoning | edu-001 | education/edu-001-crt-and-logistic-reasoning | Auto-generated task | education | L2 | subject-matter | Auto-generated task — needs manual review | 300 | true | ["auto-generated", "education"] | ["script-execution", "file-write"] | ["tool-use", "reasoning"] | ["script-execution", "file-write"] | # Task
Auto-generated instruction — needs manual review.
| id = "edu-001"
title = "Auto-generated task"
track = "subject-matter"
domain = "education"
level = "L2"
description = "Auto-generated task — needs manual review"
timeout = 300
capabilities = ["script-execution", "file-write"]
required_actions = ["script-execution", "file-write"]
skills_allowed = true
tags = ["auto-gene... | H4sIAAAAAAAC/+3NwWrCQBAG4D3vU4yrSD0km5aoUOhB2h7EQ4sWPJY1GUmwJstuokjpu3dpUaT3evH/DjvD8s+M56a1sS/EP0qC8XD4U4O/Nbkbpaf+93+cpiNBibiA1jfGhZPiOnU7uvVOr8pKc7WjlfGF9NxQxG1NtrS8NuWHfJssZu9P0/mD6t1kOYU3L11lthzaRA10HCvq98nu84GSy5f5bPE6eXwO6c/b+6h3nNb72m28NRl/KbndhBUU2bDhNKAkZ0VNannMkWOTH8g0dB4SAAAAAAAAAAAAAAAAAAAAAAAAIL4Bgm9EsQAo... | H4sIAAAAAAAC/+2VUWvbMBDH8+xPcXgPtaH10i50EMjYGAwGo4z1AwQ1PidaHMmT5KR924fYJ9wn2Uly7CSD7qllbPd7sS3rznd/350cWjfXrWtaVzQPoydhTFxPJuFKnF7Hk+vhPqxfjl9fXo9gPHoGWuuEoc+P/k/SNH3XOn2xRIVGOCxhi0ZWEg38/P4DFGJpYSNUK2owuJW4K8gkkZtGGwfNg6P6SSqjN9AIt6rlHXSvPtNjkryNO4pK3rvWYFJiBTtt1rYRC8zcppl7s3yaAGGQ9ijYrw7WG2HWxQ7lcuWyV3lw4oa6neO9tM5m... | H4sIAAAAAAAC/+3NQUvDQBAF4D3vr5iuvaaJ1RIoWChtDkUkUgXP23QkSzfZZTepB/G/G1pQ8eBNL77v8obHDBOdPfIk1uIXZYN8Njvl4Htm06vP+dzn19NcUCb+QB87HYaX4n+6GKV9DOnOtCm3R9rpWMvIHSXcO/LG87M2Vj6V29uH++WquFHj18t58uLCIXpd8ZuSzWFvAiWe1PhjTUmuakfqsVyXc9o03nLDbUcu6MoyRWf7zrhW0eLrVbotluu7YtLslRQAAAAAAAAAAAAAAAAAAAAAAADwo3dskMM8ACgAAA== |
edu-001-rubric-grading | edu-001-rubric-grading | educational-assessment/edu-001-rubric-grading | Student Essay Rubric-Based Grading | educational-assessment | L2 | subject-matter | 120 | false | ["education", "grading", "rubric"] | ["tool-use"] | [] | ["file-read", "text-processing", "computation", "file-write"] | # Student Essay Rubric-Based Grading
## Overview
You are given a directory `workspace/essays/` containing multiple student essay text files. Each file is named with the student's identifier (e.g., `student1.txt`, `student2.txt`, etc.).
You are also given a CSV file `workspace/rubric.csv` which defines the grading ru... | [task]
id = "edu-001-rubric-grading"
title = "Student Essay Rubric-Based Grading"
domain = "educational-assessment"
level = "L2"
track = "subject-matter"
tags = ["education", "grading", "rubric"]
capabilities = ["tool-use"]
required_actions = ["file-read", "text-processing", "computation", "file-write"]
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edu-002-item-analysis | edu-002-item-analysis | educational-assessment/edu-002-item-analysis | Exam Item Difficulty and Discrimination Analysis | educational-assessment | L2 | subject-matter | 120 | false | ["education", "assessment", "psychometrics"] | ["tool-use"] | [] | ["file-read", "computation", "file-write"] | # Exam Item Difficulty and Discrimination Analysis
You are provided with a CSV file named `exam_responses.csv` located in the workspace directory. This file contains exam response data for multiple students. The columns are:
- `student_id`: Unique identifier for each student
- `item_1` to `item_30`: Binary responses ... | [task]
id = "edu-002-item-analysis"
title = "Exam Item Difficulty and Discrimination Analysis"
domain = "educational-assessment"
level = "L2"
track = "subject-matter"
tags = ["education", "assessment", "psychometrics"]
capabilities = ["tool-use"]
required_actions = ["file-read", "computation", "file-write"]
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edu-003-learning-path | edu-003-learning-path | educational-assessment/edu-003-learning-path | Personalized Learning Path Recommendation | educational-assessment | L3 | subject-matter | 120 | false | ["education", "learning-analytics", "recommendation"] | ["tool-use"] | [] | ["file-read", "data-processing", "file-write"] | You are given `workspace/student_performance.csv` (student_id, topic, score, max_score) and `workspace/prerequisites.json` (topic -> list of prerequisite topics).
**Your task:**
1. Read both files
2. For each student, identify knowledge gaps: topics where score < 60% of max_score
3. Using the prerequisite graph, build... | [task]
id = "edu-003-learning-path"
title = "Personalized Learning Path Recommendation"
domain = "educational-assessment"
level = "L3"
track = "subject-matter"
tags = ["education", "learning-analytics", "recommendation"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "file-write"]
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edu-004-curriculum-mapping | edu-004-curriculum-mapping | educational-assessment/edu-004-curriculum-mapping | Curriculum-to-Standards Alignment Matrix | educational-assessment | L2 | subject-matter | 120 | false | ["education", "curriculum", "standards"] | ["tool-use"] | [] | ["file-read", "data-processing", "file-write"] | You are given `workspace/course_objectives.csv` (objective_id, description, bloom_level) and `workspace/standards.csv` (standard_id, description, domain).
**Your task:**
1. Read both files
2. Map each objective to the most relevant standard(s) by keyword overlap (Jaccard similarity on word sets)
3. Write `workspace/al... | [task]
id = "edu-004-curriculum-mapping"
title = "Curriculum-to-Standards Alignment Matrix"
domain = "educational-assessment"
level = "L2"
track = "subject-matter"
tags = ["education", "curriculum", "standards"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "file-write"]
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edu-005-assessment-generation | edu-005-assessment-generation | educational-assessment/edu-005-assessment-generation | Assessment Question Bank Generation from Learning Objectives | educational-assessment | L3 | subject-matter | 120 | false | ["education", "assessment", "question-generation"] | ["tool-use"] | [] | ["file-read", "data-processing", "file-write"] | You are given `workspace/learning_objectives.csv` (objective_id, description, bloom_level, topic) and `workspace/content_outline.json` (topic -> key_concepts list).
**Your task:**
1. Read both files
2. For each learning objective, generate 3 questions at different difficulty levels:
- Easy: factual recall (Remember... | [task]
id = "edu-005-assessment-generation"
title = "Assessment Question Bank Generation from Learning Objectives"
domain = "educational-assessment"
level = "L3"
track = "subject-matter"
tags = ["education", "assessment", "question-generation"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processi... | H4sIAAAAAAAC/+1VTY/bNhT0Wb+CdQPIBmzvbjbutgv4sE2CAi2QBAmKHhYLg6Joi1l+aElKqhLkv+c9SpZlt7m1vZRzMUWOhk9vhrTjvipXrpj8i7gE3KzX4Rdw/nu9vhnG/fzNi/XVhFxO/gNUzlMLW07+n/j+u4vK2YtM6Auua5JRVySOe7LklSGlKPmOCpn88fb9bx/e3b18vZk++3x1u2yMfXQlZfzLNFGPubBkWZLps4E2TcrWF0ZfkyUj00So0lhPmKsX5KMzOjHZR868qLkjG3KfEMAsffvzr8vLq3SR/q5zbsEWnWM9ghEq... | H4sIAAAAAAAC/+1WW2vbMBTOc36F8B5mQ+ulFzooZGyUDcbGNraHPYQSFPs4UeNIriQnzb/f0cWXNOkujI5B9b3Ylo6k7/t8JB0NSk9Fratap9V28CgYIS7Oz+0Tcf95evbyonl37Sejl6cXAzIa/APUSlOJyw+eJtiqElIToY5ItdWYDEfkRgk+LKRYkYrqRclmxAd9wc/h8LWLSwt2p2sJwxwKshFyqSqaQSzhtsbe5HJIEFEUfQUlyjV0IcROfXzcNVx9fE9EpZngKQ6wAzeKjImfK80EL9g8nYN2UXHUGx0ldgBDEsotaiABuXHL... | H4sIAAAAAAAC/+1WTW/jNhDNWb+CTReQjCpO0mx2AQNGEWQDtGiBtimKPRiGQUujmBuKVEjKjmv4v3dISrIc2wV62F7Kd7Bkcr7ncSgt+RKGenH2FXGF+Hh7656It8/b6w/de7P+8f3NhzNydfYfoNaGKnR59v/Et99c1lpdzpm4BLEkc6oXkQZDLqCWpGIVFJTx6POvjz//8dvd/cP4/N3menSxkupZVzSD7XlUrc1CihtykZHziJWVVIZkepmSL1qKaMXMgsgKRBK/66xccqBKMPE0k/MvkBm2BD1EnXhAqCbFKCII3NJkTDjTJsG9... | |
eml-001-parse-email-headers | eml-001 | email/eml-001-parse-email-headers | Parse Email Headers | email | L1 | Parse a raw email file and extract key headers (From, To, Subject, Date, CC) into a structured JSON file | 120 | true | ["basic", "email", "parsing"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Parse Email Headers
Parse the raw email file at `workspace/email.txt` and extract the key headers into a structured JSON file.
## Input
- `workspace/email.txt` — a raw email in standard RFC 2822 format
## Requirements
Extract the following headers from the email:
- **From** — the sender's email address
- ... | id = "eml-001"
title = "Parse Email Headers"
domain = "email"
level = "L1"
description = "Parse a raw email file and extract key headers (From, To, Subject, Date, CC) into a structured JSON file"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "email", "parsing"]
capabili... | H4sIAAAAAAAC/+3VUU/bMBAA4D77V9wCgqE1aVIKnbIxDSjVOlQNaDceJyc5Go8kjmyHUk3777sWgSh72BNo0u57aFIn9tnxXZJJJztYSlUE7ta1nkVI9nu91ZE8PYb9/t7D+ao9CveifgvC1gtorJOGwrf+T0OjyxhkoVIMfui8srr66DDNU23qINWlmOoYEp0EtlQuX780aZIfmLoYziM4arIZOrjAG4VzGCM6Vc3EQDqMYdpgG6IQxtJAN+zuQ9SLd8M4DOHNcr/F8XEMqTS6COa5crgWpA2ZvMEgMXr+ZGJjtFbO0B8NYngvkzTq... | H4sIAAAAAAAC/+1Ze3PbxhHX3/wUV6QzAjwkLMpukmrCTPyQYrd+1VZaTzwu5kgcyDMBHIo7UGI0mumH6CfsJ+nu3uFFkZbSTDxOqxuNAN5jX7f7uz2sEdpEqjJFZcJivfertANoX96/T09oG8/xvXttn+0fH3w1vrfHDvY+Qau04SWw3/v/bJ7n/VWUMpGiZIkqmcjSEezJEXvFSy3YccZlyp4IHotShzB5MJBZoUrDPmiVD5JSZazgZpHKKXMDr+BnM6tYG3CwwWDwnX0LE3luqlIMYpGwM1UudcFnwi/FPyoYDY4GDBqweS20SleC... | H4sIAAAAAAAC/+3TT2/TMBgG8Jz9KV68STuwpElWbVI1EH/EBTQKKxIHxMFx3y7ukjiyneYw7bvPoTChCo5w2fO72Hr9yI5j29tmx5mvk38oj87n8x9tdNjmF2X52N/XL+ZnZUJ58h8MPigXl0yepqNns8G7WWW6GXc7qpSvxREtndINk7fNEIztaGMdcdukeV6kvXKeU26VadKa1ZqdF54DpTxY6k3PmzgixNfl9YfVp9dv372Qx3fFIh2tu/W90nwvRXu7No7SnuTxY0wKoVWgl7/XZj/nz7bedpIuL0/er5YfT8SdIJIbZ1u5IKka... | |
eml-002-compose-from-template | eml-002 | email/eml-002-compose-from-template | Compose Email from Template | email | L1 | Fill in an email template with contact data from a JSON file and produce a completed email | 120 | true | ["basic", "email", "template"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Compose Email from Template
Fill in a pre-written email template with contact data and produce a completed email.
## Input
- `workspace/template.txt` — an email template with placeholders in the format `{{FIELD_NAME}}`
- `workspace/contacts.json` — a JSON object containing the contact data to fill in
## Req... | id = "eml-002"
title = "Compose Email from Template"
domain = "email"
level = "L1"
description = "Fill in an email template with contact data from a JSON file and produce a completed email"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "email", "template"]
capability_ty... | H4sIAAAAAAAC/+2XXW/aMBSGufavOMuqapUghI62UrVNY202ZSsUAVO1q8okB+IuiTPbgVWI/76TZLTQatrN1ovNjwQJ9vlKnPPGRNzwdigzw0Oj3Rsts8YfxyOOu93qSDw8et3O8d15Nd7pvDzxGuA1noBCG64ofeP/ZMUAnJF/FgwDfzC5HvT6vnMKTp8rweEDV6HgTnPXxu/3govSKC2N3Hll9FZkmVxwg2HshjKtfcb+4Nwf3QX9yFPUcCUSesp2DCbB5KKyGCp5g6GBPs/4HFVtdHbZH/YGX8r5+yT1VN/3J8Hgw/V5b7IpO4zh... | H4sIAAAAAAAC/+1Ze3PbxhH33/oUV6QzAh0SplTFSTVhGseWE6d+TSw3ntou5ggcyAvx6t2BEsPhTD9EP2E/SXf3Di+KsqR24klTYTQCeLh93m/3dnFGaBMWlSkrE5SrO7/INYbr/tER3eHauh8cHd3/rB6z4wfjz/8wvsPGdz7CVWnDFYi/8/95eZ73F6FkIoViSaGYyNLReHx4zB4WWVlowU4yLlOWqCJjpyIrU25EAER7exLeK8OU2KOXJTfzVE6ZG34JP5s55coAzPb29r62T0Eiz00FlLFI2FmhFrrkkfCV+HsFbwfHewwuEPKD... | H4sIAAAAAAAC/+2SUW/TMBDH++xPcXST9tKkXVd1UlUmCgzUQbVqHdojcpNrY+bYwXZaKsR35+KuME2CN+CB+0lRHOfuf//z2Vu9wdQXrT9IjxgOBvFNPH2fDs7PDuuH/fPB2bAFvdZfoPZBOirZ+j85etatvesulemi2cBS+kIcwbWTmUbwVtdBWQMr6wBLnfR6/SSzZWU9JitnyyRgWWkZUHgMkGBtoVIVrqTSQtxd37xbzCevLp+3j7+ejpKtdfe+khl+a4vyPlcOkgraxz/C2kJkMsDF473uQ7X8I5YkmoYvoQ3j8cnlbDJ9fyJu... | |
eml-003-count-by-sender | eml-003 | email/eml-003-count-by-sender | Count Emails by Sender | email | L1 | Count the number of emails per sender from an inbox JSON file and produce a sorted summary | 120 | true | ["basic", "email", "aggregation"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Count Emails by Sender
Count the number of emails from each sender in an inbox and produce a sorted summary.
## Input
- `workspace/inbox.json` — a JSON array of email objects, each with at least a `from` field containing the sender's email address
## Requirements
1. Count how many emails each unique sender... | id = "eml-003"
title = "Count Emails by Sender"
domain = "email"
level = "L1"
description = "Count the number of emails per sender from an inbox JSON file and produce a sorted summary"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "email", "aggregation"]
capability_type... | H4sIAAAAAAAC/+2XbW/bNhCA/Vm/4qoWQQtUsuwozgswwFlfgKLDlsUB+mEYBpo8W4wkkiApO0GR/75Ti3Sy522ygRYYyueDRVikHpO8O9GCeTaUaq7v0lun1eBrkBGTPP90JbaveTYaPbY/fz/KJpN8ANngG9A4zyzpB98nv0UAH2Mp4gsYvYR4YXVNzbiSSrDUMFtOl5Wes4pra1JON6mTa+a3yH3b78rqtgmNEcxje/PTle6Ms/EkyY6TbBQ/vPxLMu5IalliygtU03YPfGPuUqm3BdLzAgTyEiyuJK57OI4PmMg1XkCPyYw3RHlH... | H4sIAAAAAAAC/+1ae4/bxhH33/oUW6bAUYaOvjs7dipEwTm23Lj1C/GlNWq4xIpcSrT4yu5Sd8pBQD9EP2E/SWdmly89fJcWcYKWg8NRImdnZmdnZn/DlRZK+3mpi1J7xfrOL0InQA8fPKAr0Nb19MuHZ4+qe+b+6cmj+6d32Mmdz0Cl0lyC+jv/n+Q4zl+EjKNYSBblkok0OT45uT9mT/Iy02ya8jhRbLZmb0UWCukB/2AQp0UuNfuo8mwQyTxlBdeLJJ4x++ANfK25irWGGBsMBufmkxfFV7qUYhCKiF3mcqkKHghXih9LeDocDxgQ... | H4sIAAAAAAAC/+3TQWvbMBQHcJ/1Kd7UQi+1krRpBqUbHmOXDZaxHHooZcj2S61Y1jOSnKyUfPe66VZCAjltvfT9LjLi/fVkWQ5kl6hClfxHw95kPN6Mvd1xNLp4ef4z/358NklgmLyCLkTt+5bJ23T0btAFP8iNG6BbQq5DJY5g6nVhEQLZLhpyMCcP2Nh0ODxPC+pcTPP7NKAr0YuAEVLsCFrT4lwbK8T19Oe32Y9Pn798kMcPo8t0Rb4OrS5wLUVTl8ZD2oI8fimTQhQ6wsftucHz8r827YJaBHISrq5Ovs6m30/EjQB4kM8l8hKk... | |
eml-004-classify-emails | eml-004 | email/eml-004-classify-emails | Classify Emails | email | L2 | Classify a set of emails into categories (work, personal, newsletter, spam) based on their content and metadata | 180 | true | ["classification", "email", "reasoning"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Classify Emails
Classify a set of emails into predefined categories based on their content and metadata.
## Input
- `workspace/emails.json` — a JSON array of email objects, each with fields: `id`, `from`, `to`, `subject`, `body`
## Requirements
Classify each email into exactly one of these categories:
- *... | id = "eml-004"
title = "Classify Emails"
domain = "email"
level = "L2"
description = "Classify a set of emails into categories (work, personal, newsletter, spam) based on their content and metadata"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["classification", "email", "reason... | H4sIAAAAAAAC/+1ZbXMbtxH2Z/6KFe3EzQxFkbKcxJrpWLRebMWypEpU1U6n0wHvwDtYd8AVwJE5p/nvfRY46oWi3Dae5EMjjCVad8ACeHb32QdgKrzYkKVQhet/dEY/+RXaAO3bra3wibb0OXwxeHH9LD4fDgebgyc0ePIbtNp5YTH9k99n+1uH6Cf8EHVV2t2mYS/+MbWmxJ/dUmiRSbvjZZInxlb9BM/bPt5wj8bUK9+6evJRJp67/GmTTguhtdIZfZDS8+c6jTKpU0Ej70WSy3QxbmLShge9U+SlKHtUFVI4SVOlU/K5JBHHTY0l... | H4sIAAAAAAAC/+1a/XLbxhH333yKK9KMQA8JkYpiK5wwU0WiEzW25bGV1FOPizkBBxIhCKCHgySGw5k+RJ+wT9LdvcMXCfmjbT7aYkcjkMe93b293b3fAlAiU26SqzRXTrp+8LPQCOjR8TFdgXau40fj8VExpsfHo8fjxw/Y6MEvQHmmuAT1D/4/ybKsH4QMg1BIFiSSiVU0HI2OJ+ws4lkWBms2W/Ewyhxg7PXCVZpIxX7MkrgXyGTFUq4WUXjNzA8v4GvJla4VBFev1/uD/uQE4Z3Kpej5ImC3iVxmKfeELcVfc/i1P+kxIFDzUmRJ... | H4sIAAAAAAAC/+3TT2vCMBgG8J7zKd5FwYvVdlbdxA3G2GWDOeZhhzFGrXFm1qYkVRHxuy+K+0ORUQ/usud3KU0f8j6lqVHxXNTM2Dkiz2oFwfZq5a9+8/vZbr0dNJoOec4fmJks1Hak8z+VTuozo+sDmdRFMqdBaMasRD0dRrEgo+JZJlVCI6VJTGPX8wI3ikNj5GjpimkoY8OMyMgVM0WpTMXILjH21Hu86z9cXd9c8PLK77gLpScmDSOx5mw6GUpNbkq8/BXjjEVhRpc/1+q7OVIMa+9GJZy63cptv3dfYc+MaMW341/lkHfIrxK3... | |
eml-005-extract-action-items | eml-005 | email/eml-005-extract-action-items | Extract Action Items from Email Thread | email | L2 | Parse a multi-message email thread and extract action items with assignees and deadlines | 180 | true | ["extraction", "email", "reasoning"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Extract Action Items from Email Thread
Parse a multi-message email thread and extract all action items mentioned.
## Input
- `workspace/email_thread.json` — a JSON array of email messages forming a conversation thread, ordered chronologically. Each message has: `from`, `to`, `date`, `subject`, `body`
## Req... | id = "eml-005"
title = "Extract Action Items from Email Thread"
domain = "email"
level = "L2"
description = "Parse a multi-message email thread and extract action items with assignees and deadlines"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["extraction", "email", "reasoning"... | H4sIAAAAAAAC/+1YbW/TSBDuZ/+KwSA4pMZx2rSni3TiKkC0KieqtlKlA4Q29iReYu+a3XVyOcR/v5l13LptAjpBq5Pwo7aJvPOyM/PszLqpcKKPhZD5B5cZFGn00Wq19UMRE/aHQ/9JuPm5F8e7zff6+WBnsL+3BfHWPaCyThhyv/Vz4m0A8Jl+AcKJ0UU4gjCVQonIaGv/cJhkiTZllNDSdi3mNAm9DR2K4vr6+5VAKhyynZ14Z78X7/bivfP4t1Ec089fjRFbjT9i4ljsxOi0Shy8FpVKMjjJhVJSTaEHB4mTWsEpfqqkwbTRHet0... | H4sIAAAAAAAC/+1a/XLbuBHP334KlNcZUxmJsVI7d/VEneYSp5devuaSazP1uBxYBCXG/CpAytZ5PNOH6BP2Sbq7AAlQouLkbi53c+WOx5QgYLG72F38FmAlVBUWdVXWVVCu7/wsdAD04PCQnkAbz+mDw6Ojpk23Tw++/MP0Dju48xmoVhWXMP2d/0/yPO9vQiZxIiSLC8lElk4ODo6O2clVJfm8Yo/mVVLk7FklMsViWWTsJONJyt4upeBRAOP39pKsLGTF3qsi36MuJa+WaXLOzA+v4Wvbq1xX4HN7e3t/1p+COLmqain2IhGzy0Je... | H4sIAAAAAAAC/+2UUWvbMBCA86xfcXMLfambpM0WKN1gdHlZ2VIaxh7GGBfrEmuRJSPJyUbpf59sLyUbTh4K2x52HxgZn+XvTjrZW72mM5/3/iCDyIvRqBkjv4/ng/F4e//z+Xh0Me7BoPcXqHxAF5W9/5OjZ/3Ku/5cmT6ZNczR5+IIpg4zTeCtroKyBhbWARU6HQyep/QtxGhI4xVDqQpUeOEpQEqVhVKVtEClhfg4vbuZ3b6+nrxMju+Hl+nGupUvMaOHRBQrqRykJSTHj68lQmQY4NXus34r+dJIzr56axK4ujp5O5u+PxGfBMB9... | |
eml-006-generate-summary | eml-006 | email/eml-006-generate-summary | Generate Email Summary | email | L2 | Summarize a long email into key points, action required status, and urgency level | 180 | true | ["summarization", "email", "reasoning"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Generate Email Summary
Summarize a long email into a structured summary with key points, action status, and urgency assessment.
## Input
- `workspace/long_email.txt` — a long email (500+ words) that needs summarizing
## Requirements
1. Read and analyze the entire email
2. Extract the key points discussed
3... | id = "eml-006"
title = "Generate Email Summary"
domain = "email"
level = "L2"
description = "Summarize a long email into key points, action required status, and urgency level"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["summarization", "email", "reasoning"]
capability_types =... | H4sIAAAAAAAC/+1YXW8jtxXd5/kVt44RrBFJlmR5dyugQFVb3giJ7YXl7SJPATXDkRjPkBOSI1kt+t97Ljkjy/YmT22AouLDfmiG5OW55557OJnw4rQwevmzLIUqev7Rv/lPjz7Gu9Eo/I3x4u9B//3offtb/H0wOD9794b6b/6AUTsvLLZ/8/85rqwpx1QJb1WqRC9dSf3XZWEWosiVFjqVvdSUyb0Zk3yUae3VWna9FOVXXprXi19k6sf0+e7j9OZ+TBdWeZWKgmY6t8J5W6e+tpKu1dIKr4ymLs3KUmZKeEmXMlWOf7yTv9bKyiy5... | H4sIAAAAAAAC/+1ae3PbxhH33/oUV6QzAl0SlhTbSTVhpo4tO278GltuPdWomCNwIM/EK3cAJUajmXyIfsJ+ku7uHV4kGMtt43pS7NgCCd7t63b3fotDIXThZ2WRl4WXr2/9KnQAdP/uXboCbVwP79+9d1jdM/cPD746uneLHdz6BFTqgisQf+v/kxzH+YtQMpJCsShTTCTxBFbrmD0RqVC8EOwk4TJmb8ok4Wrtwfi9PZnkmSrYe52le5HKEpbzYhHLGbM/vIKv9ah8XUCM7e3t/cl88iJ5WZRK7IUiYheZWuqcB8JV4scSfh0d7zEg... | H4sIAAAAAAAC/+2U32vbMBDH8+y/4uYGukLc5lfbULrBFtaHjbRjKexhjKJY51itLHmSnDSU/u87JU1aBnvcGOw+L06ku9P3vmfZW73AQ1+2/iBd4mQ4XD+JX5/97snp9vfT+ulwcNKCbusv0PggHB3Z+j/Ze3XUeHc0U+YIzQJmwpfJHlw5kWsEb3UTlDVQWAdY6YzmmM3RoBMBM99UlXCrxGOADBsLtaqxEEonyderL5+mn9+NP7xJ2w+9s2xp3Z2vRY6PaVLdSeUgqyFt78LSJMlFgLcv146e6h/eemtSOD/f/zi9utxPHhKA9A5X... | |
eml-007-filter-sort-inbox | eml-007 | email/eml-007-filter-sort-inbox | Filter and Sort Inbox | email | L2 | Filter emails by date range and importance flag, then sort chronologically | 180 | true | ["filtering", "email", "sorting"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Filter and Sort Inbox
Filter an inbox by date range and importance, then sort the results chronologically.
## Input
- `workspace/inbox.json` — a JSON array of 30 email objects, each with fields: `id`, `from`, `subject`, `date` (ISO 8601 format), `important` (boolean), `body`
## Requirements
1. Filter email... | id = "eml-007"
title = "Filter and Sort Inbox"
domain = "email"
level = "L2"
description = "Filter emails by date range and importance flag, then sort chronologically"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["filtering", "email", "sorting"]
capability_types = ["reasoning",... | H4sIAAAAAAAC/+1ZbW/bNhDOZ/8K1n1bgdqRFOetwFBnaYcW7dq0cRFswzDQ5NliTZEqSdlxi/73HeU4kWXJUwa0HzofitqQrbvHx7vnnlM4dXRXqKG+7H60Wu18CwvQDnq9/BWt9BpGwWG0vLa4HgYHeIkEO9/BMuuowfA7/0/7s0XIl7bg7SckfEzaI6MTfNtmoPtMJylV8y6+tvEjmw0/AnP+0180NZwkAE6oMUkNpP4LnDrwn0ZBdNAJ9jphNAiOnwQB/vvDfy6SVBtHlXfhTAZ4aaj53N9yJoFayD1RA8TFQIZ5DLxiQTnqhFbd... | H4sIAAAAAAAC/+1a/ZLbthH333oKlOnMka5ES2fn7NxYmV58cnOtv8Z3aT3xuBxIhCREFMkApHyKRjN9iD5hn6S7C/BLp/tw2ziZlDt3ogQCu4vF7g+7IDOhsyDJszTP/HR972ehPtDRo0d0Bdq5DuDWUdFm2gf9xw8H91j/3megXGdcgfh7/5/kOM5fhZJTKRSbJoqJZdTr9x8fs+cyyqCNxyE7T1TGzuJxculD905HLlNs+UEncWeqkiULeSYyuRTM3il+m7spz+aRHBc338DPkke6zsABO53OH803fyovs1yJTiim7GOiFjrlE+Eq... | H4sIAAAAAAAC/+2WUW/bNhCA/axfcVNb5KVyJMdx4qAbkqbpQ4s2Ru2hWIthoMWzzYYiVZKKYxT97zs6cSsbtqc9tBgwfjAgQZR5n47Hk6yWt9i2s9YPJCV63e7ySGweu93jk9X5w/WTbveoBWnrJ1BZxwyFbP0/efTLYWXN4VioQ1S3MGZ2Fj2Ca8NyiWC1rJzQCibaABYyoZVJJkI6NInVxiVCjfVdZNFBgpWGUpQ4YUJG0fvrd6+Hg4vLq1/jx1+ys2SuzY0tWY5f46i44cJAUkL8+NttcRTlzMFv9WuH95GQ/7UM0/5ktYrh2bOD... | |
eml-008-attachment-inventory | eml-008 | email/eml-008-attachment-inventory | Email Attachment Inventory | email | L2 | Scan multiple email JSON files and compile an inventory of all attachments with metadata | 180 | true | ["aggregation", "email", "metadata"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Email Attachment Inventory
Scan a directory of email JSON files and compile a complete inventory of all attachments.
## Input
- `workspace/emails/` — a directory containing 10 email JSON files (`email_01.json` through `email_10.json`). Each email file is a JSON object with fields: `id`, `from`, `subject`, `d... | id = "eml-008"
title = "Email Attachment Inventory"
domain = "email"
level = "L2"
description = "Scan multiple email JSON files and compile an inventory of all attachments with metadata"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["aggregation", "email", "metadata"]
capability... | H4sIAAAAAAAC/+2aa2/bNhSG81m/glOLYh1iWZTkSzwMWNFm2NCt6xIPBTYMAi1SNmOJZEXKiRfkv4+UnTaOZGfuOs1r+cKIbIk8lBE950ZjpFCX5IhmcnWIfehdSM6OPp58rX4UVUet+0e/N3h3bXUeBlHgHwH/qAWVUqFCL3/0eeraAcCl2B0BeGzepgXP9Qc3pQyxhHyb8FwgtvT00a0GyHJyQRJlxvwCwXfVMIoycEYEL9RqDEaKmAGBH/Q7ftjx4Rj6I9+8fluNQEqhZJYTpqQe+Ls+BcC1XjQjDOXV3LcwLiqTnsCpe6wXpn+S... | H4sIAAAAAAAC/+0aa2/cxtGf9Su2TAHx3BOlsxU5FXJBnVhOnPqF2GmNCiqxIpd3zPGV3aWssyCgP6K/sL+kM7NLcnkPS2oRJ2g5EMS7vd15z+zMLrVQOixrXdU6qJb3fhE4ADg6PKQnwMpzcnR08KgZM+OTg0cPD+6xg3ufAGqluQTy9/4/wfO8vwiZJqmQLCklE3m2d3DwxTE7yXmascda82iei0KzZ8UFPEq5DGDNzk6aV6XU7CdVFjuJLHNWcT3P0nNmf3gNX9tZ1VKDn+3s7PzJfAqS9FLXUuzEImHvS7lQFY+EL8XPNfw6Ot5h... | H4sIAAAAAAAC/+2Vz2/TMBSAe85fYTKkXdYk7dKtmwYSQlxAYogdOCBkufFL69W/sJ2sZdr/jhPYmNJsVGNMQvi7WInz8r04fs9W8RoSuxj8RTLPQZ63o6c75tnoZu7n/cN8PxugbPAEVNYR45WD/5OdZ2llTTpjMgVZoxmxi2gHnRpScEBW8coxJVGpDALBh1k2HRLnSLEQIN2QydoPyqwjCw4NoVJIMw0lYTyKPp1+fHf24dXrNy/i55ej4+GFMkurSQFXcSSWlBk01Ch+fvNYHEUFcejl7XvpL5lNzq2SMTo52X17dvp+N/ocIXQZ... | |
eml-009-thread-reconstruction | eml-009 | email/eml-009-thread-reconstruction | Thread Reconstruction | email | L3 | Reconstruct email threads from unordered individual emails using In-Reply-To and Message-ID headers | 300 | true | ["threading", "email", "reasoning"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Thread Reconstruction
Reconstruct email threads from a flat list of unordered individual emails.
## Input
- `workspace/flat_emails.json` — a JSON array of 20 email objects in random order. Each email has:
- `id` — unique numeric identifier
- `message_id` — unique message ID string (e.g., `"msg-001"`)
-... | id = "eml-009"
title = "Thread Reconstruction"
domain = "email"
level = "L3"
description = "Reconstruct email threads from unordered individual emails using In-Reply-To and Message-ID headers"
timeout = 300
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["threading", "email", "reasoning"]
capab... | H4sIAAAAAAAC/+1Z/W/bNhDNz/4rLmrQrEDsSI7jfADDlnbrmqXdgsRAgA1DQEtnibVEaiRl1yv6v+8oyZ+REifLCgzzoa4bUTpJL+/evWMDZtj+IGbmFhPGY936qKXYet5wKbqdTv5NsfLttY8OZmvFca/tdtwtcLe+QmTaMEW33/p/xu8NgM8OD5xT8Dp74CSoNQvxNj/iJDpsul7HoQUubhWm8eTWyPmKZ1cGSib2UKiYj9/7MkmZmLTo2y4WZxtkyeqKzvof0Td2+QpP4Qb7mhuEKwxQ81DAW8Sgz/yhPTdgBu2JbbfdbboHTfew... | H4sIAAAAAAAC/+1ae28bxxH33/oU20sB3RnUmVRkOxHCoHYsN27tOIid1qjAHpa8PfLCe/V2TxJDEOiH6CfsJ+nM7N5j+ZDkBnmgvYEgksfZ2ZnfzszOLFcJqYK8UkWl/GL14GehIdCTszN6Bdp6PR2OPn1cP9PPR8Ono6cP2PDBL0CVVLyE6R/8f5LjOH8RZRzFomRRXjKRJifD4efn7P2iFDxk34lZnklVVjMV55kP7EdHcVrkpWI/yDw7iso8ZQVXiySeMvPFt/Cx4SpWClzs6OjoD/qdH8U3qirFUSgidp2XS1nwmXBL8Y8KvvXO... | H4sIAAAAAAAC/+1YW2/bNhTOs3/FqVsgL7Ej+ZYLuktarGt6DZoABVYUBSUxEmuK1EjKrlf0v+8cSXbiSlriDdvLdFDXDiWL37l956Otlgs+tMnev2ge2mwyKd7Rvnv3vSNvtl6r1o8m4+keeHv/geXWMYNb7v0/7eGDw9yaw0CoQ64WEDCb9B7CW8NCycFqmTuhFVxrAzyVA887GbjEcBYNDA+1ss7kId3Rs9zBgOcaMpHxayZkr/f+7buXlxdnT3/5of/oq386WGoztxkL+bd+L51HwsAgg/6jzW39Xi9kDn68vXZY7maHn61WfXj8... | |
eml-010-auto-reply-generator | eml-010 | email/eml-010-auto-reply-generator | Auto-Reply Generator | email | L3 | Generate appropriate auto-replies for incoming emails based on a set of configurable rules | 300 | true | ["automation", "email", "reasoning"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Auto-Reply Generator
Generate appropriate auto-replies for incoming emails based on a set of rules.
## Input
- `workspace/incoming.json` — a JSON array of 8 incoming email objects with fields: `id`, `from`, `subject`, `body`, `category`
- `workspace/rules.json` — a JSON array of 5 reply rules, each with: `ru... | id = "eml-010"
title = "Auto-Reply Generator"
domain = "email"
level = "L3"
description = "Generate appropriate auto-replies for incoming emails based on a set of configurable rules"
timeout = 300
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["automation", "email", "reasoning"]
capability_typ... | H4sIAAAAAAAC/+1Za28bxxX1Z/6KW9qIEkBakRItGYHaSrbTVo0dC5IQoSgKY7h7SY65O7OZmSXFBvnvOXd2V5QpSoqDxv1gDvTg7rzPnHvuGSlTQe1qk9pCm3HywVvz5H9eeigHg0H8jbL6ezDY328/1+/7/f2D3hPqPfkMpfJBOUz/5Mss/+4Q/Yxvoq7Out9Sf7t+GDlb4LF7oZya0OXEFiW4QUdenpNwnOaaTUitKxNw5y/dppuvhh84DdLz1MysTpmevnixP6AztSjQgS6CCpVvmw9ttpC2/9DbdEpzZQJnFCylE06nhPnChKls... | H4sIAAAAAAAC/+0a7W7byDG//RRbpoCoQGIsx3FS4XRoLlbu0jofsHNtWsMlKHEp8USR7O7Stk4Q0IfoE/ZJOjO7/JIoO7nD5Q4tB4ZJkbMzs/O1M7tUXCo3yVSaKSddPfhF4BDg5PiYrgBb18HJyeBZ/kw/Hxw+ezJ4wA4ffAHIpPIEsH/w/wmWZf2FizAIuWBBIhhfRn3Q/5C9yFTSP+dptGLf8pgLTyXCAeyDg3CZJkKxH2QSHwQiWbLUU/MonDDz4j38LLDSlQIPOzg4+KO+c4LwVmWCH/g8YDeJWMjUm3Jb8H9m8LY7PGAAwOac... | H4sIAAAAAAAC/+2WbW/bNhDH81qf4qYUyJtYSWq3DYJucLq0WLq1DuIAwbAOAyWdLcYSqfLBsVf0u++OtrOmUBLkxfai5R+IHdHkHfm7B8rqeo6Zrbb+Q+2Tng8G4Zv09fez/kF/8/96/MWg39+C/a3/Qd46Ycjl1vep7R/2vDV7uVR7qOaQC1sl2zAyoqgRrK69k1rBRBvApu7tH+z3hHe6Z7Ctl70pKjTCaZNYdNBDr6GVLU6ErJPkcnT+6/js+OfXP6ZPPh0c9a61mdlWFPg5TZpZKQ30Wkif3ExLk6QQDn76cmyP/Ui02ZXVKoWX... | |
eml-011-analytics-dashboard | eml-011 | email/eml-011-analytics-dashboard | Email Analytics Dashboard Data | email | L3 | Analyze an email archive of 100+ emails and generate analytics including daily counts, response times, top contacts, and busiest hours | 300 | true | ["analytics", "email", "aggregation"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Email Analytics Dashboard Data
Analyze an email archive and generate analytics data for a dashboard.
## Input
- `workspace/email_archive.json` — a JSON array of 100+ email objects spanning 3 months. Each email has: `id`, `from`, `to`, `subject`, `date` (ISO 8601), `in_reply_to` (message ID or null), `message... | id = "eml-011"
title = "Email Analytics Dashboard Data"
domain = "email"
level = "L3"
description = "Analyze an email archive of 100+ emails and generate analytics including daily counts, response times, top contacts, and busiest hours"
timeout = 300
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags... | H4sIAAAAAAAC/+1d/W/jxhG9n/VXsEoQNEAk7xeXpIACd01aoAiKpmcBAVoUB1ri2TxLpEJKNowg/3t3V3Z70ZGcea2YoogI3PnOlj8eZvftmzez43W+z6+KbV5u3uXN6q58KOYf2rp6dc5HuMcaE9665+StVULIl/cd3y+VNuJVJF79As+h3eeN+/avfp3P3ydR9KP7E0XTcj1dRPKr43/eN/XW/XdarB/zZj1vX6/q7S6vnubu7fT5Nfvav2Jd5lU+b7pe0B5uPhSrvX/VX2W02+RVVVa3Lx9d5/vCf0gJZWdCz1SyFOnCJAsh/vby... | H4sIAAAAAAAC/+1ae5PbthH33/cpUKYzojISfTo7TnoTdeLY5yatX2M7rac3LgciQYkRXyHA88kazfRD9BP2k3R3AfCh153dJs203LGPErhY7P6wu1hAUEIqP69UUSmvWN35WegU6MH9+/QE2nqenT54MLFtun1y+uXZvTvs9M4vQJVUvITh7/x/kuM4fxZlHMWiZFFeMpEm49PJ5JxdpDxO2MOMJysVB5I95nIxy3kZwifFPeh3chKnRV4q9qPMs5OozFNWcLVI4hkzL17C15qrWCnwtZOTk2/0Jy+Kr1VVipNQROx9Xi5lwQPhluKn... | H4sIAAAAAAAC/+1VW4vbOBTOs36FmhZs08RJOtNZCKRQyj7tQ8v2YaHGGMWSa3Usy0jyzIQh/71Hkp1bL9sttC+rDxLJOpfv6JwjScvmjqW6nvxCLAE319duBFyOVzerq3E+rP9xfXU9wcvJb0CvDVFAOfl/4umTRa/VYsvbBWvv8JboGj3FbxUpG4a1bHrDZYsrqTATzXy5Ws1JS5qd4aWeU1DeSqIo0szgOesl7njHKsIbhP55+/df79+9fvPnZvrscbWe30t1qztSsv0UiVvKFZ53ePrsoDZFqNuZWrZXeF7iKeKik8rgT1q2qFJS... | |
eml-012-complex-workflow | eml-012 | email/eml-012-complex-workflow | Complex Email Workflow | email | L4 | Process a batch of 25 emails through a multi-step workflow: classify, route to departments, summarize, and prioritize | 600 | true | ["workflow", "email", "complex", "reasoning"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Complex Email Workflow
Process a batch of incoming emails through a multi-step workflow pipeline.
## Input
- `workspace/incoming_batch.json` — a JSON array of 25 email objects with: `id`, `from`, `subject`, `body`, `date`, `has_attachment`
- `workspace/routing_rules.json` — a JSON object defining routing rul... | id = "eml-012"
title = "Complex Email Workflow"
domain = "email"
level = "L4"
description = "Process a batch of 25 emails through a multi-step workflow: classify, route to departments, summarize, and prioritize"
timeout = 600
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["workflow", "email", ... | H4sIAAAAAAAC/+1ba3MbtxX1Z/0KlPYkzYxIkdTDtmY6kWo5rZrGVm21njST8YC7IIlod7EBdiUzGf/3nnuBXZLLl8Om/tLFxOILz4OLc8+92MSykEc6i0yqs8n7kSyiae8nZ7JHv2Ppo5ydnPArSuN1iHJWfee/HwxPh4NHov/oM5TSFdJi+Ef/n+WHAyF+xT8hOjrunIvBof8wtibFx47JXVcmyhYXMJFcZrMeXjuhkitHP6mooHov3lzfXr+4/Pu5uLEmLqNCm0w4Ze+VFZGVblq1GZl4Rg1up0qkUmciX19fxUIW4vh8cCouv+uJ... | H4sIAAAAAAAC/+1ae3PbxhH33/wUV6QzAjIkLLJ+pJwwU0WSE7Wy5bHkxK1GxRyJA4kIr+AASoyGM/0Q/YT9JN3dO7xIUJKdJs20uLFF8Hi3t/u7vX3hMiEzJ86zJM/sZPXkF2n70F48e0af0DY+R38YvXxe9Kn+4f7L0csnbP/Jr9BymfEUln/y/9kMw/hOpL7ni5R5ccpEGAz2h6MxO4zDJBC37DjkfsC+j9NrL4hvbBjf6/lhEqcZ+0HGUc9L45AlPFsE/pTpH97C13JUsspAx3q93p/Uk+35t1meip4rPHYDdGXCZ8JMxY85/GqN... | H4sIAAAAAAAC/+1W32/bNhDOs/6Km1NAcmI7dpa2mDEP2NJiGPbQIdmwB0cwZJGqWUuiQFJ1Ncf/+46kJMt2srysexm/ALHEI+/uu1+U5OlnOpKrs6+IMeLNzY35RRz/vn79ZtI81+tvb27GZzA++w9QShUJNHn2/8T5N1elFFdLll/R/DMsI7nyzuGDiOKUguRpqRjPIeECaJYOx5PrYcyzIqVfhhsu1knKN56kCoa05FCwgiYRSz3vzw93v97/9uPt+1nv1XYyNXtlEcV01/OyNWEChgX0XrXbep5XVGrF829hGEPPY1nBhYJPkucD... | |
eml-013-signature-extractor | eml-013 | email/eml-013-signature-extractor | Email Signature Extractor | email | L2 | Extract sender signature blocks from a batch of emails | 120 | true | ["email", "parsing", "extraction"] | ["file-read", "file-write", "python"] | ["reasoning", "tool-use"] | [] | # Task: Email Signature Extractor
You are given a file at `workspace/emails.txt` containing multiple emails separated by a line consisting solely of `---`.
Each email has the following structure:
- A header block with `From:`, `To:`, `Subject:`, and `Date:` lines
- A blank line separating the header from the body
- T... | id = "eml-013"
title = "Email Signature Extractor"
domain = "email"
level = "L2"
description = "Extract sender signature blocks from a batch of emails"
timeout = 120
capabilities = ["file-read", "file-write", "python"]
skills_allowed = true
tags = ["email", "parsing", "extraction"]
capability_types = ["reasoning", "too... | H4sIAAAAAAAC/+1Ya3PbxhX1Z/yKayWTxq34tOSHOm1CU1IsW4kVkok70+l0lsCS3BDYRXYB0ez4x/fcXZAiRSi23Dpfwh2PSIO4F3vu49yzSEQhWjITKnXN4l3x4HOsNtaToyP/iXXrs9PtHnVW18L1TvvJ084Daj/4HVbpCmHx+Ad/zHVuTXZCIlWx/Fa+E1meymZssmhkTmhsxlvXhuX4FxkXJ3RlDX+hn/JEFDI6xZ8T6ra7x412p9E5pvbzk3Yb/6LopaIXZnyIL9JKUo6KmaQU97uCSm9NRvuLefDZpLeShA2XrYjnNDHW3/Bj... | H4sIAAAAAAAC/+1a/XLbxhH333yKK9IZkS5Ji47txGyYiW3JsVPb8kRy46mbYo7AgTwTX8UBkhiNZvoQfcI+SXf3Dt+gJDsTO9Ni7REocG/3d3u7e7unS4VK7ShL4yydxttbvwntAz24d4+eQI3nXfj3IH+n38/2v5o9uMX2b30CylTKE1B/6/+TLMv6q0ikJ0XCvChhIvAn+7Mv5+ww4NJnx3IV8jRLBDs8TxPupFEyhSGDgQziKEnZexWFAy+JAhbzdO3LJTNfvIZfC654m4KbDQaD7/SnqSfPUejAFR47i5KNirkjhon4ZwbfjuYD... | H4sIAAAAAAAC/+2UW0/bMBTH++xPcRYQSbYmvTCEhMgktBUJwQaiTNPEpXIbt/WW2JHtUirEd99J0jTlMvG07WH+PbS+nONz/ufY0TK5ZaGeNv4gbWR3Z6f4R57+d3fa3Wq8XN99v73dgHbjLzDThioM2fg/2XjTmmnVGnLRYuIWhlRPyQacKjpKGGiZzAyXAsZSAUuToN3ZDjSfCGpmigXszqCdkYpoZiBgMwkZz9iY8oSQi4P+8eDT0XnkbHqjGPA35krQlOGw7fitMHRgawuyeew75Nvp+XH/7OBjD63vO3vBZuXdmkv1U2d0xB4c... | |
eml-014-thread-reconstructor | eml-014 | email/eml-014-thread-reconstructor | Email Thread Reconstructor | email | L3 | Reconstruct conversation threads from unordered emails | 180 | true | ["email", "threading", "reconstruction"] | ["file-read", "file-write", "python"] | ["reasoning", "tool-use"] | [] | # Task: Email Thread Reconstructor
You are given a file at `workspace/emails.json` containing an unordered list of email messages. Each message has the following fields:
- `id`: unique message identifier
- `from`: sender email address
- `to`: recipient email address (or comma-separated list)
- `subject`: email subjec... | id = "eml-014"
title = "Email Thread Reconstructor"
domain = "email"
level = "L3"
description = "Reconstruct conversation threads from unordered emails"
timeout = 180
capabilities = ["file-read", "file-write", "python"]
skills_allowed = true
tags = ["email", "threading", "reconstruction"]
capability_types = ["reasoning... | H4sIAAAAAAAC/+1Za2/bNhTNZ/+KO21o10GOJdmynAzbmqXDGqRDgsRAsRVFQEvXtmKJ1EjJntH2v4+05kdlU5bnOl/qC78gUdI5vOc+SAckJQ2MSRiJ00fB6MkBzJLWbrVm39KK355nL87lx23barZOwDp5AstESrh8/MnXae9qAB/kG8AIA+McjFgM6tInhpkf7HMWq8M+4Sx6if+QOInw1JcH/xuQMnWaRKGPm06LrPeIfqrG3OE5/JoFA0zhlrOECRLNRwUkRTXEsRy3btl1u921rXNLvf6ajwnpA8ckmj7kT8xxtgx58pO5mYRd... | H4sIAAAAAAAC/+1a/W7cxhH333qKLVNAZHBH38mynQq5oI4tN2ni2IiV1qiqEjxyecccv8oPSRdBQB+iT9gn6czsLrnL41myi6RBy4Ug8sjZ+fjt7OzMcmte1V7e1EVTu8X2wc/SZtCeHB/TFVrvenT0aP5IPRPP57On86cP2OzBL9CaqvZLEP/g/7NZlvUnXsZRzEsW5SXjaTKdzY9P2Gnqxwk7W5fcD9n3PMizqi6boM5LF/ocHMRpkZc1+7HKs4OozFNW+PU6iZdMvngDP1uqYluDnx0cHPxe3LlRfF03JT8IecSu8nJTFX7A7ZL/... | H4sIAAAAAAAC/+1VUYvbOBDOs37FNFtqGxIn2+5SCN2HXq89SuG2dAvHEUJQLHmj1raMJG8uhPz3G0l24mTzegfH6XtInJlvRjPfjBUtiyee6vXgH8QU8fb21n0jzr/f3ExvuufW/vbmze0ApoN/AY02VOGRg/8nrl5MGq0mK1FNePUEK6rX5AruFc0KDloWjRGyglwq4GUxnl7fjM1accrGimey0kY1mZGKaG5gzBsJtah5TkVByPf3D1+Wv37+djd8GWcM8JMJVdGS4+N0mEzSdAivXkG9YcmQ/HH/7cvD1/cfPiJ7dz0bv+yiJxup... | |
eml-015-auto-reply-generator | eml-015 | email/eml-015-auto-reply-generator | Auto-Reply Generator | email | L3 | Generate auto-replies for inbox emails based on configurable rules | 180 | true | ["email", "automation", "rules"] | ["file-read", "file-write", "python"] | ["reasoning", "tool-use"] | [] | # Task: Auto-Reply Generator
You are given two files in `workspace/`:
- `inbox.json` — a list of incoming emails, each with `id`, `from`, `to`, `subject`, `date`, and `body` fields.
- `rules.yaml` — a list of auto-reply rules, each with a `subject_pattern` (a case-insensitive substring to match against the email subj... | id = "eml-015"
title = "Auto-Reply Generator"
domain = "email"
level = "L3"
description = "Generate auto-replies for inbox emails based on configurable rules"
timeout = 180
capabilities = ["file-read", "file-write", "python"]
skills_allowed = true
tags = ["email", "automation", "rules"]
capability_types = ["reasoning",... | H4sIAAAAAAAC/+1abXPbNhLOZ/+KjXrTNjeWLMmynfrmrlLj5OJr0ri2O567ppMBSUhEDBIsAEpRXP/32wUpmZZE0kmuzmSOO47tyNQCz2L32RcoYJbtiNhT7zpvjYof/BnSRdkfDNxPlJWfvX6vd7B4LXu9190/6D+A7oN7kNRYpnH5B/+f8usWwBX+A2iJoHWI38kX2ngsre3s5bFWEf3Bl4LHts2Gnpj4SicdH1/Pn7GKnjBpkihth/wdixLJiw+Y1HvLfUtP/aInqOcQzubG8giO1CxePBUwy+mRfre/1+72293eeffxYbeLX/9Z... | H4sIAAAAAAAC/+0aa2/cxtGf9Su2TAGRwR2tU/yIhVxQJ5YTt37BlhujqkqsyL27zfFIZpc86SII6I/oL+wv6czsLh/3sCwXeaDlwjBPy53nzszODLcUuozyqiyqMixWd36RcQDjwb179ISx9jw8PDy47+bM/Ojg4ejhHXZw51cYlS65AvJ3/j+H53l/FUpOpFBskismFunwYHT/iD2uynz4RhTpin0nMqF4masQVu/tyUWRq5L9qPNsb6LyBSt4OUvlObMvXsOf9apiVYKF7e3t/cn8CifysqyU2EvEhF3kaq4LHgtfiZ8qeBsc7TEY... | H4sIAAAAAAAC/+2UUWvbMBDH8+xPobmltiF20q6lENqHsnUw+tDSDsYIxSiWnLi1LSPJzULId99JTty4ycZeNhi730Nin+7/1+lkSYn8hUdq1vuDDIHzszP7D7z9Pzk9acfW8fPT9+c9Muz9BWqlqYQpe/8nB+8GtZKDSVYOePlCJlTNnANyK2mSc6JEXutMlCQVkvAiD4fHZyGttQglr/JFOOUll1QL6SiuSchrQaqs4inNcsf5cvVwE3/8fH/pHvoJI/DLMlnSgsPj0A0GUeSSoyNSzVngOl9v728e7q4+XEP28ngUHm7Ug7mQz6qi... | |
eml-016-weekly-digest-generator | eml-016 | email/eml-016-weekly-digest-generator | Generate Weekly Email Digest | email | L2 | Analyze a week's worth of emails and produce a structured weekly digest grouped by sender with urgency highlights | 180 | true | ["email", "digest", "summary", "office"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Generate Weekly Email Digest
Analyze a week's worth of email JSON files and produce a structured weekly digest grouped by sender with urgency highlights.
## Input
- `workspace/emails/` — a directory containing 8 JSON email files from the past week
Each email file has this structure:
```json
{
"from": "sen... | id = "eml-016"
title = "Generate Weekly Email Digest"
domain = "email"
level = "L2"
description = "Analyze a week's worth of emails and produce a structured weekly digest grouped by sender with urgency highlights"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["email", "digest", ... | H4sIAAAAAAAC/+2ZW28bNxCF/axfMVWCuCmiu2SnLnpRZCdxblZtt34JEFDLkZbRLrkll1bVIP+9M9yV41gykAatZaPaB0nYXQ6py3fOGUqKXDQwFSp512zV3zujt/71o0nHTrcbnum4+tzsdXcvXofzrVaru7MFza0bOLzLhaXpt/6fx4cKQHVsTVrdg6pIVIS/RCbNhJ7X6bn6iC/nhi/OjV++5PzoPUY5X/+1BceYGZvDvhXjvLguRY58sd1s79SanVpzpzg/MnLO55+rR2/1Wz1MUDiEsdISRJ6LKEYJeYxARW1RVHJRGBsLtBBL... | H4sIAAAAAAAC/+0a7Y7bxtG/7ym2TAGRho6+O18cV4iCOLacuPUXYqcxalyJFbmSGFEkwyXPpwgC+hB9wj5JZ2aX3KUo+e5axAlaDg5HaTk7O987s9pSyDLIqjKvSj9f3/lV4ATgwfk5PQF2nmcn9+9/Xo+p8dOTL85O77CTO58AKlnyApa/8/8JjuP8VRTxLBYFm2UFE6vk+OT0wYh9K1JR8FKwH4VYJms2WfE4YU/iOTiMD7OOjuJVnhUl+0lm6dGsyFYs5+UiiadMv3gNXxusfF3CxKOjo6/VJ38WX5VVIY4iMWMfsmIpcx4KtxA/... | H4sIAAAAAAAC/+3TW2/aMBQHcJ79Kc7cSn1pCqS3CXXTOuim3YBBqz1UFXKSA7gEO/MFhKp+9znpiqaprNOmTZp2fg8JnBzZfzux1fkC9+y09gc1guPDw+oefH+PG83176/144P4sAaN2l/grRMmTFn7P209qXtr6olUdVQLSISdsi3oGZHmCFbn3kmtYKwN4DyPGs2jaIk4y1dRJidoXTRBhUY4bZhFBxF6DYUscCxkztin3uDdsH/aPnvGt2+arWipzcwWIsVbzuazTBqICuDb6zbOWCocPP+2Vr+baO/aasXh5GTn7bDX3WE3DIAX... | |
eml-017-out-of-office-responder | eml-017 | email/eml-017-out-of-office-responder | Draft Out-of-Office Replies | email | L2 | Given incoming emails and OOO configuration, generate personalized out-of-office replies with correct delegate routing | 180 | true | ["email", "auto-reply", "office", "ooo"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Draft Out-of-Office Replies
Given a set of incoming emails and an out-of-office configuration, draft personalized auto-reply emails for each incoming message.
## Input
- `workspace/ooo_config.json` — the out-of-office configuration
- `workspace/incoming/` — directory containing incoming email JSON files
The... | id = "eml-017"
title = "Draft Out-of-Office Replies"
domain = "email"
level = "L2"
description = "Given incoming emails and OOO configuration, generate personalized out-of-office replies with correct delegate routing"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["email", "auto-... | H4sIAAAAAAAC/+2Y7W7bNhSG81tXcaYU3TpUsvw9dBiWLO2wLCgaxBkCDAUMWjqyGEukQFL2vKK30N/7M2wX0svZeh07pO2kiR0UCBqnxXQQxI50yEN9PO95mYQZ1uAilgUX42HUDM+1FDsfNyKKXqfjPimuf0bdbv/iuzvebPZ67R2IdrYQlTZMUfmd/2e88gD8VMnCfwK+Zopl4bkUqPdKpoxAFcuQ3g3/sU3TKBJUQ8EKtNkDmw0/2+zFeSPt4d8zJsahfZ32aGTJxPy9GarROcbGph0v5tcZL2F/rBALFAZOcMpxtkhOmHF1WlGr... | H4sIAAAAAAAC/+0a7W7cuDG//RSsrsBqg13F9rl3V+O2SC5xemmTc2Dn2qCGK9ArapdZSVRJyvaeYaAP0Sfsk3SGpCRqvWv7ksZ3aDUIorVEzvcMZ0hqpnQsKl1WOiqXjz4LbAN8tbdnngArz93dL3d263f2/c721ztfPSLbjx4AKqWpBPKP/j8hCIK/MMlTziRJhSQsz8bbO1/vkxeSppocVnos0vFhmvIpI0eszDhTEUza2uJ5KaQmH5QotlIpclJSPc/4GXEf3sKfzahyqcHRtra2ntpfUcovdSXZVsJSciHkQpV0ykLJ/lHB1+H+... | H4sIAAAAAAAC/+2V0U7bMBSGe52nOAuTuGnSUmBIiE1ljElsYqCWaTdIyHVPG7eJHR07rSrEK3C9m2l7EB5n4zlml42hKUO7YRfjfIpkJfl9bH9yHGvyGaY2azwgbc/W5uay9fzerq/9evfj+dbGRrsB7cY/oLJOkB+y8ThZedKqLLUGSrdQz2AgbBatwBEJmSNYk1dOGQ0jQ4BFnrTXthJTucSM/DVSEhNCWxo9RIosOkiwMlCqEkdC5VH04aj3tn+8u7f/PH56vradzA1NbSkkXsRRMR0qgqSE+OltrEVY5gptHEVSOHhR927ZLs6c... | |
eml-018-expense-receipt-emails | eml-018 | email/eml-018-expense-receipt-emails | Extract Expenses from Receipt Emails | email | L3 | Parse receipt confirmation emails to extract amounts, vendors, and categories, then compile a structured expense report | 240 | true | ["email", "expense", "parsing", "finance", "office"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Extract Expenses from Receipt Emails
Parse receipt confirmation emails to extract vendor names, amounts, dates, and categories, then compile a structured expense report.
## Input
- `workspace/receipts/` — a directory containing 6 receipt confirmation email JSON files
Each email has this structure:
```json
{... | id = "eml-018"
title = "Extract Expenses from Receipt Emails"
domain = "email"
level = "L3"
description = "Parse receipt confirmation emails to extract amounts, vendors, and categories, then compile a structured expense report"
timeout = 240
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["emai... | H4sIAAAAAAAC/+1ZbW/bNhDOZ/+KixMUzRDJkvzuYUATu92KbkgQpw02BChoiY5ZS6RAUvbcov99R0p+q5sADdp4QHVAEpc8Hk+0nueeYyOiSU3SkLJUv/d894MS/OA7m4fWajTsX7Qv/3qtoLX6bMd9v+l7B+AdPIFlShOJ2x/8nPapAlAdS5FUe1DlQtI0XrwgCfkouBvi6KmZ18LMLkT2AodSwhfrKZWNPtBQm/m/RSbhzC4FISMqYUIUqAlLUxrl3hHR1LgGXtByvLrjdfLxkYgWZvwPGsfi9Jbfchssj2KyW8YdCwnHjabb7W4G... | H4sIAAAAAAAC/+1a/XLbNhLP33oKHHszIjsSYzt2PjRV79xYaXOXxJnEaTP1+DgUBVqsKZIlSH9Uo849xD3hPcntLgASlCjbaae9zh0xHpMigcV+/rALouCi8NKyyMrCzW4e/CZtB9rj/X26Qlu77u0+2T/Qz+Tz3Z0ne08esJ0Hv0MrReHnMP2D/89mWda3PI/CiOcsTHPGF/FwZ/fpiE2ui9wPCrhmPBFcsDBPF+wdD3iUwdOFH8XChdG9XrTI0rxgP4g06VGnzC/mcTRl6sVb+Fn1ym4K8Lher/dXeeeG0XVR5rw34yG7SvMLkfkB... | H4sIAAAAAAAC/+2UTW/TQBCGc95fsbiVeuk6/sxHVZAi4AISQUSoEghVa2dMTGyvtbtOKFH+O2vjtE1wmgtwYZ6DP2Zn9b7jmbUS2Qpstej9RRzDMAybu+Hw7nmhu3tu48PAD3rU6f0DKqW5NJK9/5OzZ/1KyX6UFn0oVjTiakHO6FTyOAOqRFbpVBQ0EZJCnjHHHTH4XkKhgEmIIS01g5ynmSIKNGVQCVqmJSQmRMjN9MPb2fvJy9fPrfONe8XWQi5VyWPYWiRfzlNJWUmt8/s0i5CYa/ricazfyt1KKIXU9jclCoteX1+8mU3fXZAN... | |
file-001-csv-to-markdown | file-001 | file-operations/file-001-csv-to-markdown | Convert CSV to Markdown Table | file-operations | L1 | Convert a CSV file into a properly formatted Markdown table preserving all data | 120 | true | ["basic", "csv", "markdown", "conversion"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Convert CSV to Markdown Table
You are given a CSV file at `workspace/sample.csv`. Convert it into a Markdown table.
## Requirements
1. Read `workspace/sample.csv`.
2. Produce a valid Markdown table with:
- A header row matching the CSV column names.
- A separator row using `---` for each column.
- O... | id = "file-001"
title = "Convert CSV to Markdown Table"
domain = "file-operations"
level = "L1"
description = "Convert a CSV file into a properly formatted Markdown table preserving all data"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "csv", "markdown", "conversion"]... | H4sIAAAAAAAC/+3VzWvbMBQAcJ/1V7y5pawgfyR10jHYIXU7GIVu1IWy01BkpRaxJSMpMaXsf99rYV66S08Nhb7fwZLl9yQL9FGLIDIvur5VqfTb6DXkaF4UTyX6v8wnxelYf2qf5PPZPII82oOND8Lh8NH7dCU6xRd3ipc63LNFq6XiJzm/UgP8tG7NzuyST2e8Ega+OmGk9tKyshGu1Rg442Wjpbiz7FwLI/j0E6+UCKFV7GKL36f8zPpgDYvI2+RV2PSpb15zjJf2/+xk+nz/56dFMaH9vw8HH7KNd9lSm0yZLSyFb9gBVI+rArx0... | H4sIAAAAAAAC/+1Z/XLcthH333oKDP2HeYmO1sly7LnpZerIcpKOLXsiJ3XH9dA4EnfHiEeyACjpanmmD9En7JN0dwGS4H3IdpM47RQ7tsgDFsDuYj9+IMRVJRIt0rtlrataR8v01q9OB0BfHR3RE2j9eXB4/177Tu2j0dG9g1vs4NZnoFppLmH5W/+fdM1O+VKwa/Zojn+PM71i13vXbDgcst5faHuUZwky3TuAP6fikv2llOfU8005habD+/DnjBfsieRFkqmkpM7jBZd5RgOR4XiRJXxuuh5nvOA48iGOFFzrXFDHyQXxHzKcW+my... | H4sIAAAAAAAC/+3ST2/TMBQA8Jz9KR7ZJCcwp41WgVSpB4Q4cRhiBw6lBy95UUwT27KdRhPw3XGabhUItNO48H5S5MTvjx0n3nQHLHybPKNl9Hq1Oo7R72NZnmOn+Ter6zKBZfIPDD5IF5dM/k8XLxaDd4s7pReoD3Anfcsu4MbJqkPwphuCMhoa46BRHYr4tUTlDyIY0Uu3r82omccAAgcDVllspOoY+3zz6cPtx7fv3m/Sy2/lWozG7b2VFf5IWb+vlQNhIb18TEsZs/ehNfoaRAUpU701LkBc6Qr8vWdsVKEFY1Fn/Fy18LK3HRYx... | |
file-002-csv-to-json | file-002 | file-operations/file-002-csv-to-json | Convert CSV to JSON | file-operations | L1 | Convert a CSV file into a JSON array of objects with keys matching the CSV column headers | 120 | true | ["basic", "csv", "json", "conversion"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Convert CSV to JSON
You are given a CSV file at `workspace/data.csv`. Convert it into a JSON file.
## Requirements
1. Read `workspace/data.csv`.
2. Produce a JSON file containing an array of objects, where:
- Each object represents one row of the CSV.
- The keys of each object match the CSV column head... | id = "file-002"
title = "Convert CSV to JSON"
domain = "file-operations"
level = "L1"
description = "Convert a CSV file into a JSON array of objects with keys matching the CSV column headers"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "csv", "json", "conversion"]
cap... | H4sIAAAAAAAC/+2V224TMRCGc71PMWyrikp7SptDQUIiTVMB5aQEKZfIuztp3OzaK3s3oSDenXFoE4KUy0ZIzHdhz1jz2x7ZHueiFnFOTZTZZetpSIhep7Puib/7pNvZ2uvxdnKenLcgaR2AxtbC0PKt/5OPosRgVApZBFdYCVOXqOpgIgph7r1BITOEd3qurFaBcF5099t7jd9EWRUYZboMRupWKkQj1W3woktH6F3qFCalrOdBqtPIOmtH8UGYBdYuvn/h4ofC6AKmsiikKG2QOTdaPbh712onZ058JZYyh0ujVyrInR2lzt6RUUZo... | H4sIAAAAAAAC/+1a/XLbxhH333yKK9IZAR4SFlVXSTVhJrZE1079NZGTeKpRMUfiSMLEV+4ASrRGM32IPmGfpLt7B+BAkZKcNm6mxY5sgIe9vb3f7u3tHlAIVQRZWeRl4efrB78K7QMdPn5MV6CN6/DwYPiHqk23D/e/PBg+YPsPPgOVquAShn/w/0mO4/woZDSLhGSzDP5FsRjs7x8cseMsXQlZsOPTH1mRse9O37z2gbvXi5I8g/YPKkt7M5klLOfFIo4mzDx4Cz9rrnxdgIf1er1v9Z0/iy6LUopeKGbsIpNLlfOpcKX4uYSn3lGP... | H4sIAAAAAAAC/+3QT0vDMBgG8J7zKV6r0BXWru6PgrCDqCcPynbwHNuURrskJOmKiN/dbMOJouBFLz6/S8KbN3mSON2uRe6a6BcVwelsth2Dz2NxMp7u57v66XRyElER/YHOeW5DZPQ/HR6MOmdH91KNhFrTPXcNO6Qby8tWkNNt56VWVGtLtWxFVhTjrHTrzOvswWnFnPCUiU6TkUbUXLaM3d0srpe35xdX8/jo+fgs67V9dIaX4iVmq8dKWsoMxUf7tpgx8+QbrSaUlRQzuTLaegopQ9pmsF76hrQRapC8bxtV3PM8dCVDUqJvpRLz... | |
file-003-find-and-replace | file-003 | file-operations/file-003-find-and-replace | Find and Replace in Text File | file-operations | L1 | Replace all occurrences of a target word in a text file with a replacement word | 120 | true | ["basic", "text", "find-replace"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Find and Replace in Text File
You are given a text file at `workspace/input.txt`. Replace all occurrences of the word "foo" with "bar".
## Requirements
1. Read `workspace/input.txt`.
2. Replace every occurrence of `foo` with `bar` (case-sensitive, exact match of the substring).
3. Preserve the original line ... | id = "file-003"
title = "Find and Replace in Text File"
domain = "file-operations"
level = "L1"
description = "Replace all occurrences of a target word in a text file with a replacement word"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "text", "find-replace"]
capabili... | H4sIAAAAAAAC/+2WTW8TMRCGc/avGJaqAolstpBQgcShKhwqviqC1CNyvLOJya7H+CNpQPx3xpsPAhJHegA/h2SzmfG889o7SS2DHGljYyjDbRj8FSrm6XjcvzO/v5+Nx4fr7f2zajKZDKAa3AHRB+m4/OD/5OMCoSEC6+gzqgDJjYA1aAOPq7NnpbhBmEXdhj4qEHhqVwgSFHUdmZQ3a7ErxVtpNhA9Og81WjQ18LcppyEHtdTtBtbklqVIFcnpuTay7QNq9HpuYC09eN3ZFkvxfoUOgu7wUR8xd7iGjhymqhxwW4opdciZK2zJpprW... | H4sIAAAAAAAC/+1Y6W7cNhD2730KQvlhbWAraze9jBpomjht2iQOYrcJUBQCVxrtspZElaRsb4MAfYg+YZ+kMyQlcQ/nKNqgRZc+qGM4nPnmosaANqlsTdOapFns/CNjguOTu3ftjGNlPsCfj7tn7vnB5NODj3bYZOcDjFYbrnD7nf/niKLoB1CiEKBYIfFPlLA/mXx0xB6KOmcc/55DU/IMmKjZOVwbfFFCgutGo0LJijXczEsxZaJqpDLsGd6ORv6mWRj0r9Fo9KW7SgpxbVoFoxwKdiXVhW6Qc6zglxbfjo9GDAeyfg5alpfAzBwG... | H4sIAAAAAAAC/+3Ry0oDMRQG4FnnKY7TQldpRtoyICiIuHJRsQvXmZmMEzomIZdWEN/doLSo4FJB/D8IJ+Q/uUCCHXdqHobiB1VZvVq91exrrRZ1fZy/r9fL5aKgqvgFKUTp85XF/zQ5ESl40WgjlNlRI8PAJrT2sh0VBTumqK2h3nrq9ah4/izea9NxmYdXbpStYkFF4ipZctqpXuqRsfv13c3m9vLq+rycPp+e8b312+By80vJHred9sQdldNjW8nyKR3NguitFY304mH2MRfauBTn8SmWdPEpsCkeEsZUO1gqN4dn772OURmKlr7Z... | |
file-004-sort-lines | file-004 | file-operations/file-004-sort-lines | Sort Lines Alphabetically | file-operations | L1 | Sort lines of a text file alphabetically and write the result to a new file | 120 | true | ["basic", "text", "sorting"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Sort Lines Alphabetically
You are given a text file at `workspace/names.txt` containing a list of names, one per line. Sort the names alphabetically.
## Requirements
1. Read `workspace/names.txt`.
2. Sort all lines in case-sensitive alphabetical order (standard lexicographic sort).
3. Write the sorted result... | id = "file-004"
title = "Sort Lines Alphabetically"
domain = "file-operations"
level = "L1"
description = "Sort lines of a text file alphabetically and write the result to a new file"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "text", "sorting"]
capability_types = ["... | H4sIAAAAAAAC/+3VzWvbMBQA8Jz1V7w5pawHx07nrDDYIU36tfSLpJDjeLFfYhFHMpLsLBv93ysXZrLCTqO57P0Oliz09AF6UoYOI4Ubsj33w3XeRex9TpLX0ntbxp/iflt/be/Hg37SgbhzAJV1aPz0nf/TQyFrifCU601ptRKjHE0hCcZYSyvuaIUKLrV1ZMSwkCnBHNVKfMN0DVO9kKqJuUalMIdHNGtxaVCt4X5V7UiJsUSFcKtL+ikmVEsFd9KlORWFONcLGKFpxr2t0h1c+TgnbixiCudNh3t0uZ/7GndkxUVNMKsKv1ZU4oq0... | H4sIAAAAAAAC/+0Ya2/jNjKf/SsI9UPkXqy1g7RXGDVwu3nsbi+PxSa9LrAIBFqibNayqCMpJ26wQH9Ef+H9kpsh9aBku7t7uO7d4Uw4oUTNcN7D4WimdCgKnRc6yNcHf8gYwvj25MTMMDrzaPjnk+Nqza7D0vHxARkefIFRKE0lkD/4/xye5/2NSZ5wJkki4I+nbDAcnozJrZCaXPKMKfI8zed0yjSPaJquA8Dp9RIpliSnep7yKeHLHKHfwGuvV77kaw2+1ev1/mKfgoQ/6kKyXswS8iDkQuU0Yr5kfy/ga3/cIzBg67dMiXTFiJ6z... | H4sIAAAAAAAC/+3OwUoDMRAG4D3nKca013RXumtBUBDx5KFiD57T7SwbmiZLkm0F8d3dViwqeLQH/b/LhJnJzERvtzyJbfaLisGsqg5x8D0W06o8vt/zs3J6kVGRnUAfkw7Dyux/Gp3lfQz50ric3ZaWOrZiRPOga8sUve2T8Y4aH6gxllVRlCr6kJQ1jqOInEhx76kzHTfaWCGe5o/3i4eb27srOX45v1Q7H9ax0zW/SrFZr0wg1ZEcH9ukEPuBn1O50xuOk/ScJF1/Kew7eXWoCMF160kuPm7cBZMSO0qefviRAQAAAAAAAAAAAAAA... | |
file-005-merge-files | file-005 | file-operations/file-005-merge-files | Merge Multiple Files | file-operations | L2 | Merge three text files into one, combining data while keeping only a single shared header line | 120 | true | ["intermediate", "text", "merge", "files"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Merge Multiple Files
You are given three text files in the workspace: `workspace/part1.txt`, `workspace/part2.txt`, and `workspace/part3.txt`. Each file has the same header line as its first line, followed by data lines. Merge them into a single file.
## Requirements
1. Read `workspace/part1.txt`, `workspace... | id = "file-005"
title = "Merge Multiple Files"
domain = "file-operations"
level = "L2"
description = "Merge three text files into one, combining data while keeping only a single shared header line"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["intermediate", "text", "merge", "f... | H4sIAAAAAAAC/+2XXW+bMBRA8+xf4dGqWiUTzFeASXtIk27rMm1TM6mPkwPOsJIAsp1m1bT/vkuzsq7tpL60Udd7HsAY32tAnIsphBVeI7T1+/a77T0IHBhE0eUeuLnnPIn/tNt+n0cx71HeewTWxgoN0/eeJx/FSrJpXmvJ3mpRSDJcqlyyLGBDclTPWBqzIzIqhV4qyZKUjchYiUqwLIYBPeSpU1z5H+zQ/wG/5X8Uov878f/4XLA0BenfaFEtWOaD53AGakISgv1ozH/qf7g7/30e3vY/QP934v87WekLlgZQAU60MixLoAC8F/mC... | H4sIAAAAAAAC/+0Z7W4bN9K/9RTE5odXrbyRbLcpBAu4JLab9OI4qNNegFywoHa5EitquSW5tnRGgD5En7BP0hmS+yXLTXK4Bi1ORGKuuMP5nuFw1jBtYlmaojRRsd77U8YQxtfHx3aGsTGPRsePHlVrbn00fHQ03CPDvc8wSm2oAvJ7/58jCIIfmeIZZ4pkEv5zwQ6Gw6/G5IKpGSMXpTC8EIycwwsdAXivlym5JAU1c8GnhC8LqQx5BT97Pf+jWBtwq16v9w/3FGV8ZUrFeinLyI1UC13QhIWK/VzC2/64R2AA6u+ZluKaETNnDZil... | H4sIAAAAAAAC/+3RTUvDMBgH8J7zKR67HRTt2r0xEBREPHmYuMPOWfvUhmVNSdJNEL+7XXEyhSEoetD/7xKSJ/+8OqPX3HNF8IOSxmQ8btvGx3a/9jo+GY2GASXBL6idl7bZMvifOkdx7Wy8UGXM5ZoW0hWiQ1MrU83kjK69MiXlxlKuNEdJMo5WbB842nadcOwp4tpQpSrOpdJCzKf3t7O7q+ubi7D71D+PNsYuXSVTfg7FapkpS1FFYfdtWiiaDedWeaaCZcaWTJnyGfmCS5JaUya9JK1KdnTslqraTcutWRHLtGiPdiK2wxT199eO... | |
file-006-extract-emails | file-006 | file-operations/file-006-extract-emails | Extract Emails from Text | file-operations | L2 | Extract all email addresses from a document and write them sorted to a new file | 120 | true | ["intermediate", "text", "extraction", "regex"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Extract Emails from Text
You are given a text document at `workspace/document.txt` that contains email addresses embedded within prose. Extract all email addresses and write them to a new file.
## Requirements
1. Read `workspace/document.txt`.
2. Extract all email addresses from the text.
3. Sort the extract... | id = "file-006"
title = "Extract Emails from Text"
domain = "file-operations"
level = "L2"
description = "Extract all email addresses from a document and write them sorted to a new file"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["intermediate", "text", "extraction", "regex"]... | H4sIAAAAAAAC/+1WYW/bNhDNZ/6Km1sULRDLSZqs2IABaZMFK4oibVKgHweKOlusKVIlqTjesP/ed0rixQH6bQsGjO+DZcvk3bt3Tzw1OutZE8zQsc9Vvs47/zz2gB8PD8cr8PB6sH90cPf95v7+/sHLox3a23kEDCnriPQ7/0+cso70iXW3q9RbWmmfuaEcaB6cCysaegqecsvUx/CFTaaOOVu/oBVTqxtyOmU6i7bR64o+ONaJqdNLpjREVgiU2De0DkOUCIvIKVHkPsScJM39yNjckM6knTVcmZb9cWbTmhD7yoSO6rWSWGFOSEaf... | H4sIAAAAAAAC/+1Y/W7cNhL33/sUhHqApcareNNcmlt0Abvxpk0R20Ht3BnncwWuRK2YlUSVpGxvjAB9iD7hPUlnSH2ud+HkcE3v0CWccEUN5+M3H6RGM6UDUeqi1H6x3Pldxj6MZ0+fmhnGyjzaf9au2fXR/tejr3bI/s5nGKXSVIL4nT/ncBzn70zymDNJYgH/eMqG4K4xmd5qSUNNphnlqSKxFBk5Z7fahy2DAc8KITWRbGBeFFQnKZ+RavkNPDY0xVJDkA0GgwP7y4/5rS5hZ8RiciPkQhU0ZK5kP5fw1hsPCAwQ8iNTIr1mRCes... | H4sIAAAAAAAC/+3RwW7UMBAG4Jz9FENaKYm29gaWdkWlSlSIE4ciekCCVshNJopp1o5sp1tAvDvurtoFBEe49P8ujn/b40kS3HDDKvTZP1Qny8PDzZj8PtbLZ4uH522+fL44yqjO/oMpRO3TldnjtPdkPgU/vzJ2zvaGrnToxR6ded0MTMENUzTOUuc8dWZgWddHkm9jWo6SV9oMQQSOJHlyNJqRuxQJ8f7s3Zvzt6evXp/k+9+eHsu189dh1A1/z8XqujWe5Ej5/sO2XIjxS+ydXZBsKBdmNTofybMQaxN7ciPbstjtn7eumVZso4q3... | |
file-007-json-to-yaml | file-007 | file-operations/file-007-json-to-yaml | Convert JSON to YAML | file-operations | L2 | Convert a nested JSON configuration file into YAML format preserving all data and structure | 120 | true | ["intermediate", "json", "yaml", "conversion"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Convert JSON to YAML
You are given a JSON configuration file at `workspace/config.json`. Convert it to YAML format.
## Requirements
1. Read `workspace/config.json`.
2. Convert the JSON content to valid YAML.
3. Preserve all keys, values, nesting, and data types.
4. Write the result to `workspace/config.yaml`... | id = "file-007"
title = "Convert JSON to YAML"
domain = "file-operations"
level = "L2"
description = "Convert a nested JSON configuration file into YAML format preserving all data and structure"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["intermediate", "json", "yaml", "conve... | H4sIAAAAAAAC/+2WSWsbMRSAfZ5foSolNBDP4qUJgR5C2kMJpSUu5FCKkUfPtpqZkarFqRv83/vksScL9Jhc8r7DjPR2acQbSeFFVupmrhbpL6eb3jOQI+9Ho+0befou8kGna+VFkRfDHst7L0BwXlhM33ud3CWMcWHMtBE18DPGv6wnYFeqBH4cVSuwTukmagZpkeatVMIsLFA2F5WDrcRo61Fwmp/mrQWeq5lwMWRMgZKldtGCy1kKf0RtKkhLXW/j3fuPR8PBTrIvyFgtQ+ljETtNaUFC4xUm78KjODiweycha7W3j9GFc7fayqhy... | H4sIAAAAAAAC/+0aa2/byDGf/Su2vAImA4mRneSSGudDfYnTS5sXzr42reESK3Ip8cRXd5eydYaB/oj+wv6SzswuX7IU61rcNWg5SCx5OTuvnSfXWigdFJUuK+2Xqwc/C0wAvnzyhD4B1j4Pnj59+rheM+sHk2eHzx6wyYNfACqluQT2D/4/wXGcPwqZxImQLC7gf5KK8WTy7Ii9KPKlkJr9/uz9O6YL9ueTt298QN/bS7KygAc/qCLfi2WRsZLreZpMmX3wAX5tsMqVBherf1vxLN3b2/utWfXj5FpXUuxFImZXhVyokofCleJvFTz1... | H4sIAAAAAAAC/+3RQUvDMBQH8J7zKZ7dYBu0XYebg8EOInrxMHEHjyNrUxuXNSVJV4b43W03nCiCXvTi/3dJeLy8l7xYrXYisrn3i+LGdDI5rI3Pa3wxmp72x/h0PI49ir0/UFnHTdPS+586Z8PKmuFaFkNR7GjNbc46tDA8UYKsVpWTuqBMG8qkEmHzNeGT1UXodLjnW8WscBSKSlMpS5FxqRh7WNzfLu8ur67nfvd5NAtrbTa25Il48dl2k0pDYUl+95TmM1buXa6LcwoT8pnclto4atsEdGjCauly0qUo+r33c8NEF5l8jNrE3oC4... | |
file-008-deduplicate-lines | file-008 | file-operations/file-008-deduplicate-lines | Deduplicate Lines | file-operations | L1 | Remove duplicate lines from a text file while preserving the order of first occurrences | 120 | true | ["basic", "text", "deduplication"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Deduplicate Lines
You are given a text file at `workspace/data.txt` that contains some duplicate lines. Remove the duplicates while preserving the order of first occurrences.
## Requirements
1. Read `workspace/data.txt`.
2. Remove all duplicate lines, keeping only the first occurrence of each line.
3. Preser... | id = "file-008"
title = "Deduplicate Lines"
domain = "file-operations"
level = "L1"
description = "Remove duplicate lines from a text file while preserving the order of first occurrences"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "text", "deduplication"]
capability_... | H4sIAAAAAAAC/+3VT2+bMBQAcM7+FK+0qtoDf8pIO03aoep2mHpY1UzqcXLwS7ACtmXMWDTtu++FCLpO2rHZYe8XCbB5z2DkFysZZKbokIbvIXodObkuy/FM/jznRV7M12P/Vf6mKCLIoyPouyA9PT76P0nnGhQraegnqhq9300tWhUosFHoV2P3Wm/EIXzjpUNRW4M7hcN4Y6sHLRpsrTnktdJs7DSgwYo+sjZT5mEU6ykGRcT+oQ5D79Kufs1n7Iv6ZrH4a/0vivJl/ec3Zbng+j+G05Os73y20iZD8w1WsqvFKSz3qwK6ymsXYG09... | H4sIAAAAAAAC/+0Z7W7btja//RSE9iPSkChx1m1FUAPrGveuQ5p0S7oFKAqBliibiyzqklRiLyiwh9gT7kl2DklJlGOn7cVddy9m9oOidHi+P8hjzZRORK2rWsfVcucvGYcwvnr0yMwwVubh8PCo/WbfDw+/Hj7aIYc7n2DUSlMJ5Hf+mSMIgp+Y5DlnkuQC/vGC7R8ePj4mJyyrq4KnVDNyykumYoAdDHIp5qSielbwCeHzSkhNXsFyMHCLaqnBpwaDwTf2Kc75QteSDTKWk1shr1VFUxZK9u8avkbHAwIDUP/IlChuGNEz1oEZSsTQ... | H4sIAAAAAAAC/+3OTUvDQBAG4Jz3V0zTQg8lTaQtEUFBxJOHij14EA/bZEqXrLtxPxpB/O+GikUFjwri+1xmmA9mvNU7nvpt8oOKXrlY7GPvayxmZXnI3+rlfD5LqEh+QfRBuv5k8j8NB3n0Ll8rk7PZ0Vr6rRjS0slKM3mrY1DW0MY62ijNWVEcZzXXsdWqkoEzrQx74TlQxtFSq1reSKWFuF3eXK2uzy8uT9PR89FJ1lnX+FZW/JKKh6ZWjrKW0tFhLBVCdg2NB57Z3I2K+8lk/LGf1zLIaXgKKZ19qkejHiPvO0JwtbWUrt7f7pwK... | |
file-009-word-frequency | file-009 | file-operations/file-009-word-frequency | Word Frequency Count | file-operations | L2 | Count word frequencies in a text file and output a sorted CSV | 120 | true | ["text-processing", "csv", "frequency", "sorting"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Word Frequency Count
You are given a text file at `workspace/article.txt`. Count the frequency of each word and produce a sorted CSV report.
## Requirements
1. Read `workspace/article.txt`.
2. Count the frequency of each word (case-insensitive).
3. Strip punctuation from words before counting (periods, comma... | id = "file-009"
title = "Word Frequency Count"
domain = "file-operations"
level = "L2"
description = "Count word frequencies in a text file and output a sorted CSV"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["text-processing", "csv", "frequency", "sorting"]
capability_types =... | H4sIAAAAAAAC/+1Xy24bNxT1er7iVgmCBrAeRuwGLdBFkGQRBEULp0CWBUXemWHFIVmSI0Up+u895EiKbMDZxYuWB4al4es+zrl3KCWSWIqQtDS8SJ/SxTfACvjh+rp8Avc/X6xuTnPT+NXVCstpdfEIGGMSAeYv/p/4vWcKwmtFQm2FlTywTeRayppotdTCkLaJjdEdY5p6ESkFYWPrwsCKEg7YiT3tmIT3wQnZN9IN3vAnwuPa8BBxAkWpy35hFbHttGUO2nYL+gU78ESGRbAYIWE6F3Tqh3hJvkhzNCKYfaOY/Zdlg1NssKQXWybF... | H4sIAAAAAAAC/+1Z4XLbuBHObz8FyvwQebEZyePmUjW6Nuc4veskcSbJXTLjejgQBUo4UySPAG2rHnf6EH3CPkl3FyAJStRFueul7dScxKTAxWLx7beLBaGF0lFe6aLSYbG696tcQ7geHR3RHa61++jo8NGjus20j4ZfHn55jw3vfYarUpqXMPy9/8/L87zvRSkTKUqW5PBfpuJgOPzdmL3Pyxl7XoofK5HFK3acV5kOQXxvTy6LvNQsVpd7SZkvWcH1IpVTZttfw89GqFhpYNje3t4fzVOYyGtdlWJvJhJ2lZcXquCx8GkYpYPxHoML... | H4sIAAAAAAAC/+3TQW/aMBQAYM7+Fa9ppSQSCbCuQmNC01TttEOncdgB0GSSl8XC2JntFBDiv88O0HWTetwufd+BEPv5PT9jrJaPmNu69w8NvfHdXff0/n6ObkdP38/j47dvxj0Y9v6D1jpufMne63R9NWitGayEGqB6hBW3NbuGB8MLiWC1bJ3QCiptoBISs+HwXbbVpswqgz9bVMWeWXSQYauhEQ1WXEjGvj18/Tz78vH+0zS6OYwmYcXaNrzAY8Q261IYyBqIbp7CIsaavau1uoWsgIiJTaONA4OsMnoDhZYSi7ARC+epe90qh4ax... | |
file-010-directory-tree | file-010 | file-operations/file-010-directory-tree | Directory Tree Listing | file-operations | L1 | Generate a text-based directory tree listing of a project folder | 120 | true | ["basic", "directory", "tree", "listing"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Directory Tree Listing
You are given a directory structure at `workspace/project/`. Generate a text-based directory tree listing.
## Requirements
1. Traverse the `workspace/project/` directory recursively.
2. Generate a tree listing showing all directories and files.
3. Use indentation of 4 spaces per nestin... | id = "file-010"
title = "Directory Tree Listing"
domain = "file-operations"
level = "L1"
description = "Generate a text-based directory tree listing of a project folder"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["basic", "directory", "tree", "listing"]
capability_types = ["t... | H4sIAAAAAAAC/+2UX2/aMBTFec6nuDNVKQ8kMK1DQuok1PJQVd0Q3dRH5CYG3Abbsp0xVPW775KEFE1AuodNmnZ/D0lknXNzfP3HCZ+Z0C0af5Au0j8/z9/Ir+/3/X5/+12O9z987DWg2/gLZM5zi79s/J8030WZs9GDVJFQ3+GBu0XQhLvNrgAXW2k8zLSFmUxFp9vrdhJpRey1XXe8FQKll1ZwLxystH1yhscCVtIvgIMSzosEjNWP6IDKCM7bLPaZFWHghIeOyDQYacSMyzQIvg7vbqZX15MLdnIWJ4BPdCq+FPjZZe0oDBmcnoJZ... | H4sIAAAAAAAC/+0aa2/byDGf/Su2TAFTgUQ/mlxSITo0F9u9tM4DSa4NarjESlxae6JIdndpW2cY6I/oL+wv6czs8iVRsdPirkHLQWJS5Oy8d3ZmuUZoE2aFyQsT5KsHPwvsA3zz+DFdAdauB0+fPKme2ecH+08Pv3nA9h/8AlBowxWwf/D/CZ7n/UkoGUuhWJzBf5mIEThgzI6kEjOTqRX7qIRgp1IbmV4EMGBnJ1bZkuXczBM5ZXKZZ8qwd/BzZ8f9yFcGAmtnZ+d39i6I5bUplNiJRMyuMrXQOZ8JX4m/FfB2MN5hAED6vdBZcimY... | H4sIAAAAAAAC/+2S32vbMBDH86y/4uYWFLPaTuhCoZCHsXVQNuhoH/aQheHaZ6zWlYQkNykh//skO3G7sl8v2x52nxej0933vneWVc09prYe/UEmnpPZrPt6nn+ns8lwt4ufvDqejWAy+gu01uXGtxz9nxy8yFprsmshM5T3cJ3bmh3AhcmLBsGqpnVCSaiUgUo0mEymk6QUBgunzEPiDCKz6CDBVoEWGqtcNIx9urh8f/Xx9ZuzeXS4mZ4mK2Vurc4L3Ebs7tbXQ6IhOhzSIsb0g6uVPIakgIiJO62MA2UZK7GC0Gbsq77o3NVHoA1W... | |
file-011-log-filtering | file-011 | file-operations/file-011-log-filtering | Log File Filtering | file-operations | L2 | Filter ERROR and WARN lines from a log file | 120 | true | ["log", "filtering", "text-processing"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Log File Filtering
You are given a log file at `workspace/app.log`. Filter out only the ERROR and WARN entries.
## Requirements
1. Read `workspace/app.log`.
2. Extract only lines that contain the log level `ERROR` or `WARN`.
3. Preserve the original line format and order.
4. Write the filtered lines to `work... | id = "file-011"
title = "Log File Filtering"
domain = "file-operations"
level = "L2"
description = "Filter ERROR and WARN lines from a log file"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["log", "filtering", "text-processing"]
capability_types = ["tool-use"]
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file-012-csv-stats | file-012 | file-operations/file-012-csv-stats | CSV Column Extraction and Statistics | file-operations | L3 | Extract a column from a CSV file and compute statistical measures | 120 | true | ["csv", "statistics", "json", "data-analysis"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: CSV Column Extraction and Statistics
You are given a CSV file at `workspace/sales.csv`. Extract the "price" column and compute summary statistics.
## Requirements
1. Read `workspace/sales.csv`.
2. Extract all values from the `price` column.
3. Compute the following statistics:
- `min`: minimum price
- ... | id = "file-012"
title = "CSV Column Extraction and Statistics"
domain = "file-operations"
level = "L3"
description = "Extract a column from a CSV file and compute statistical measures"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["csv", "statistics", "json", "data-analysis"]
ca... | H4sIAAAAAAAC/+2W32+bMBDH88xf4dGqWiUDNmBIJu0hS39o6sOmZlIeJxecxWoCDJtG3bT/fU7XYGIpj+007T5C/PD57r4+weGSax4pvhYqLNTD6EUghixNn64G90opSfb3f8YpSXM2QmT0CnRK89akH/2flFwL3LR12RUaf+94paV+NAOyEF5MYhYQag68kOU3odEUM0zjcDKxthhf8yfbB5zglIWMWFti/WLXL8XX8semRjNM8XhyYGI2ZOqGzPYhL3COx2HOrCnvI8ZuxLEVkrhCJvtslzjDSRrGNiQlNhs9zEbpc7Yrky3LQ2I1... | H4sIAAAAAAAC/+1ae3MbtxH33/oU6KUzOnrIs6jasa0JM3VsuXHr10SO66lHvQF5OPLCewXASWQ0yvRD9BP2k3R3gXuR1MNtHp0UO7aOxC32hcXiB4BaKB0WlS4rHZTrOz8LHQB9fv8+PYE2nuMHBw8e1m2mfXzw8PDzO+zgzi9AldJcgvo7/5/ked57IZM4EZLFBfxPUjE6GB8esacn79nTIq2ynB2vtOQznRQ543nETjTXidLJTAXQfW8vycpCavadKvK9WBYZK7lepMmU2Rdv4WvDVa41pNze3t4fzacgTla6kmIvEjE7L+RSlXwm... | H4sIAAAAAAAC/+3ST2vbMBQAcJ/1Kd7cgmywnTZpKQRyGNtOO3S0hx5KD6r9jLU6kpHkuKP0u+/ZSRY6Uthlu+z9LhbS+4Oe7G27wcI30V90Rq4uL6cv+f17Pp8v9uvd/tXFYh7BWfQP9D4oRy2j/9PJh1nv3exRmxmaDTwq34gTuHaqbBG8bfugrYHaOqh1izk9Vl76TU5DC154DJBjb6HTHdZKt0LcXd98vf328dOXVXz6cr7MB+uefKdKfI3F+qnSDvIO4tNfYbEQ3Y/QWLOAvIRY6HVnXQDqsV9+99bs12Nb7YMuPaU5XaKHFdw/... | |
file-013-multi-file-search | file-013 | file-operations/file-013-multi-file-search | Multi-File Search and Report | file-operations | L3 | Search for a pattern across multiple text files and generate a markdown report | 120 | true | ["search", "pattern-matching", "markdown", "report"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Multi-File Search and Report
You are given a directory of text files at `workspace/docs/`. Search for a specific pattern and generate a report.
## Requirements
1. Search all `.txt` files in `workspace/docs/` for the pattern `TODO`.
2. For each match, record:
- The filename (just the name, not the full pat... | id = "file-013"
title = "Multi-File Search and Report"
domain = "file-operations"
level = "L3"
description = "Search for a pattern across multiple text files and generate a markdown report"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["search", "pattern-matching", "markdown", "... | H4sIAAAAAAAC/+1aTXMbNxL1eX5Fr+Kk7CrxU6K1q60cFFFylFiWLMr2MQXONEmUZgYTAEOJ2dr/vq+BGYqSveU9RKpULXEwRQ7QXwDe6+5xprzqqUr/VhrPruvv/Is/ffQx3uzvh0+Mx5+D4Zv13/H3wWDv4OAF9V88w6idVxbqX/x/jqPLMxrzknNTFVx6ei/HIPnxayNJTsqsMrr0h/T25Jrk2PSWw17t2LqkQ1fsa1s6qtRcl8pzRvKEcu08nk7qqjLWO5rp3LPV5ZymK7ImZ1JlRtgFX4uU64vxxSEdZRlZyMDqQnuZXEGUGHvD... | H4sIAAAAAAAC/+1Z/W7bthbP334KQv2j8hCrcdp9wJiBdU26dWiboum2AsOFQEuUzVkSNZKK4yUF9hB7wj3JziEpibKdJR1uu11cE2llUYeH5/zOFz80UzoWta5qHVXrgw/SjqB99uiReULbeI6Pj7s+2z8++nw8PiBHBx+h1UpTCdMf/H+2IAh+YJJnnEmSCfjHczY6Gj+ckBd1rvnoKbyTc0ZlsiC0TMlrVgmpIxg2GGRSFKSiepHzGeEFfiCv4HUwcC/VWoN7DQaDr+yvKOOXupZskLKMrIRcqoomLJTslxq+DicDAg1Yv2ZK5BeM... | H4sIAAAAAAAC/+2TUW+bMBDH8+xPcaOVAA1I0qyqVCkPU7e+bFKmZtIeuqpywQivYCNsmlRJvvtsA0kb9XWTpt3vAcz57n/n86Fk+cQSVYz+IBPDxfm5exuO32eTs/1eb7/4MJuNYDL6C7RK08akHP2fnLwbt6oZP3AxZuIJHqgqyAksGpqWDJQsW82lgFw2kPOSxZPpLK7aUvPYfSpGm7QgimmIWSuh5jXLKS8J+bG4+bL89vHq89w73Uwv45VsHlVNU7bzSPWY8QbiGrzTvZtHSP2sCylmEKfgEV7VstEgFSGZTNW9jZiDfwgYW7NP... | |
file-014-file-diff | file-014 | file-operations/file-014-file-diff | File Comparison and Diff | file-operations | L3 | Compare two text files and generate a diff report showing changes | 120 | true | ["diff", "comparison", "text-processing", "report"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: File Comparison and Diff
You are given two text files: `workspace/original.txt` and `workspace/modified.txt`. Generate a diff report.
## Requirements
1. Read both `workspace/original.txt` and `workspace/modified.txt`.
2. Compare them line by line and identify:
- Lines that were **removed** (present in ori... | id = "file-014"
title = "File Comparison and Diff"
domain = "file-operations"
level = "L3"
description = "Compare two text files and generate a diff report showing changes"
timeout = 120
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["diff", "comparison", "text-processing", "report"]
capabilit... | H4sIAAAAAAAC/+2WW0/bMBTH++xP4QWG4KGJ06YtIPFQLpoQGptgGw8TqtzYaS2S2LOdFjbtu+84W7uW+yRgk+Zfpfr4ck7OcfyXw6ilUSGZyARnob20jaeHAN0kqVvgekt6nd92PR7HLRI3MGm8AJWxVMPjG/8nK7ivVC5SaoUs8Z4sMzGqdN1DK/gT1wasbdwKk5Ag9NlwPeH6HI2lsXgHk7D+ISW1626RLYKmUl+AG3Q3kRUFl5WbahPE+LAagZnR3HCIxeDoDanh54iXI1FymFIQdqS5+ZLPnsCGodKSVanLKBSl5bqk+eyBnaTd... | H4sIAAAAAAAC/+1Ze2/bRhL33/oUC/oPU7XFSI7bpsYZuCR20hwSO4iTNkBRECtpKbEmuezu0rYuCHAf4j5hP0lnZpcvifKr16DFaeFkSWpnduY3j32MEdqEsjB5YYJ8sfWntCG0bw4OqIe21I8ej/Yfl9/s99Hw29E3W2y49QVaoQ1XMP3W/2fzPO8HoeIoFopFEv7FiRgMRweH7AU8secyzbmKtcwYz6bsOI6iAEh6vUjJlOXczJN4zOI0l8qwt/Da67mXfGHAtXq93j/tUxDF16ZQojcVEbuS6kLnfCJ8JX4t4Nf+YY9BA9bvhJbJ... | H4sIAAAAAAAC/+3UQWvbMBQH8Jz1Kd7cgm0aO4mbUgjkMMZOY+tYGDtkpSj2c6zUkTxJblbGvvtkp067dhk5rL3s/SDY2HrvLwkrRpU3GJui94yGzvnZWXt1Hl+TZLy7v3t+Pj5NejDsvYDaWK5dZO//dPRqUBs9WAg5QHkDC24KdgQXmqclglFlbYWSkCsNuSgxGo7GUXuTiTxnBi1EWCuoRIU5FyVjXy4+vZt9fP3m7dQ7/jGaRBulr03FU/zpsfV1JjREFXjHu2EeY9WtLZQ8hSgFj4l1pbSFpn0pFoxthC1AVSgD/75ooLRYCsnL... | |
file-015-data-pipeline | file-015 | file-operations/file-015-data-pipeline | Complex Data Transformation Pipeline | file-operations | L4 | Clean, normalize, and transform messy CSV data with summary statistics | 180 | true | ["csv", "data-cleaning", "transformation", "json", "pipeline"] | ["file-read", "file-write"] | ["tool-use"] | [] | # Task: Complex Data Transformation Pipeline
You are given a messy CSV file at `workspace/raw_data.csv`. Clean, normalize, and transform it.
## Requirements
### Step 1: Clean the data
1. Read `workspace/raw_data.csv`.
2. Remove any rows that have empty/null values in **any** column (cells that are empty strings or c... | id = "file-015"
title = "Complex Data Transformation Pipeline"
domain = "file-operations"
level = "L4"
description = "Clean, normalize, and transform messy CSV data with summary statistics"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["csv", "data-cleaning", "transformation", "... | H4sIAAAAAAAC/+2WXW/iOBSGuc6vOJsZjWYkQ76hXWkvUspQWgojQIt6NTKJO3hInIwTQJ3V/vc5gTRpg9ir3d6sHyEcgj/e18fHdkhzaki6/xriQyfIdq1/HxPpuu6hRJql7bjV8/G9ZVme2wKz9QZss5xKHL71/0TQmJGA508EFwAjqUzCbZCTH1sq8uJtKnnAtNvpzQSupwMi2B6eErkhpmVYnmGbtkeWPPzGcvCJQyy7c3mpfaeCQRbzfE36N6O+P5wSy2ubVvtQfUgP1a+ITVyv45naVbKC22QtskSQjNE8jxgpahrFGN3n7vvE... | H4sIAAAAAAAC/+1a/XLbxhH333qKK5IZgi4Ji4riOJowU1uSG7fxx1hK6lRVMCfgSCICARR3kMRwmOlD9An7JN3du8OXSEpOGqfTYscmoOPe3u7v9vZ2j6eEVH5aqKxQXrZ48KvQLtDj/X16ArWee7uPP9mzbbp9tPvZ3ugB233wAaiQiucw/IP/T3Ic51uRR5NI5GySwv8oFsPd0acH7DCdZ7G4YUdccXaa80TC93OuojRhb6JMxFEiPOi+sxPNszRXLJBX9vUHmSb2PRc7kzyds4yrWRxdMNP8Bv4su2YLBX64s7PzB/3mTaIbVUDP... | H4sIAAAAAAAC/+1WW2/bNhT2M3/FmVND0qBLmiUoYMAPW9ynwWiRDC2CzAhYiZq5SqJGUnaNIP99h9TFctLsYen6Mn5BbPrwOxeeCyUlii2L1WbyH+IU8ebiwn4jHn+fX5wNe538zfn52QROJ98BjdJUosvJ/xMnPySNksknXiWs2sInqjbkBN5JmhYMlCgazUUFuZCQ84JFp68vooxqGtW8ZgWvGFFMQ8QaAUaSU14Q8vHd1a/X73++fLuYvrp/PY92Qn5WNU3Zw5SUnzMuIaph+mqgTQmp93ojqp8gSmFKeFkLqSFV2375pxJVv5aM... | |
fin-001-portfolio-beta | fin-001-portfolio-beta | financial-analysis/fin-001-portfolio-beta | Calculate Portfolio Beta from Stock Returns CSV | financial-analysis | L2 | subject-matter | 120 | false | ["finance", "statistics", "csv"] | ["tool-use"] | [] | ["file-read", "data-processing", "file-write"] | You are given a CSV file at `workspace/stock_returns.csv` containing daily returns for 5 stocks and a market index over 252 trading days.
**Your task:**
1. Read the CSV file
2. Calculate the beta coefficient for each stock relative to the market index using the formula: Beta = Cov(stock, market) / Var(market)
3. Calcu... | [task]
id = "fin-001-portfolio-beta"
title = "Calculate Portfolio Beta from Stock Returns CSV"
domain = "financial-analysis"
level = "L2"
track = "subject-matter"
tags = ["finance", "statistics", "csv"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "file-write"]
| H4sIAAAAAAAC/+3UT2/aMBQAcM7+FG9ZJycj5F/J6JA4oKntoe2oWqRJQ2gyxGkiShLZptGE+O6zHVakXqftsvc7+GHnPfvhICRXuyaQRe8virRRmtqovY1xPHp9dlwfDdOoB1HvH9hJxYQ+svd/ev8u3EkRrsoq5NULrJgsiOQKBnxXQ1M2PGflM/k2e7h5vJ9+uZw4Z/t4PGhrsZENW/ODQ7abrBQwaMA5e01zSPNTFXV1DoM1OKTcNrVQsJYvPghWZfXWhy1TBekmgeQ8c4eJRwrOMi5gAguaMcWpT6fT+1sdrmezaxPvHq/mZvXu... | H4sIAAAAAAAC/+1XbW/bNhDOZ/+Km/qhEuBozuuGoAbmBWkxLGmCpkCBBYFAW5TNWiZVknISBPnvO5J6s50ma7sWA8bni2zq7nj33PF40lTpRJS6KHVc3G19FwwQh/v79olYf+4dHhzWv936zuCXvcEWDLZ+AEqlicTtt/6fYItCSA1C9apfxZ3Gkqj/fVSC9zIpFlAQPcvZGKoXF/i31/vNSccZu9WlpL2UZnAj5FwVZEJDST+V+DY66gHiRsEQqqV4InjGpvGUalFoJngYbG83ikFkFRjaUk7XQFLcgtuNwxvlRLprQsWUL5kU3JgN... | H4sIAAAAAAAC/+2SUU/bMBDH++xP4XVITqY0payMqRqTqg14AAYCpElDqHJSl3pN7cjnBDHEd9/ZYYDG86ZJu9/LRf873//OMdiqVTkse3+QTWRneztG5Pc4Gm+/+/X9oO+Mx1s9vtn7CzTgpUPL3v/J61fDBtyw0GaoTMsLCUsGyvOBaiyvda0WUlfs68nZ4fnp9NPebn/jbjQZ3Fi3glqW6r7P6lu/tOYtH5S8z/S6ts7zEtqMfwdrMo7X6zV4XQK70X7Jba1MIjYeOw7B23I1c8o3zkCOJ0XKJfDFhHHEKTlXju+GlvlnXfqzKCSL... | |
fin-002-dcf-valuation | fin-002-dcf-valuation | financial-analysis/fin-002-dcf-valuation | Build DCF Valuation Model from Financial Statements | financial-analysis | L3 | subject-matter | 120 | false | ["finance", "valuation", "dcf"] | ["tool-use"] | [] | ["file-read", "data-processing", "computation", "file-write"] | You are given a CSV file at `workspace/financials.csv` containing 5 years of financial data for a company (revenue, EBITDA, capex, depreciation, working_capital_change, debt, cash, shares_outstanding).
**Your task:**
1. Read the financial data
2. Project free cash flows for the next 5 years using the average growth ra... | [task]
id = "fin-002-dcf-valuation"
title = "Build DCF Valuation Model from Financial Statements"
domain = "financial-analysis"
level = "L3"
track = "subject-matter"
tags = ["finance", "valuation", "dcf"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "computation", "file-write"]
| H4sIAAAAAAAC/+2TTY/TMBCGe86vMNmVkixumqQN3V2pB4Q4cQDBgQOgyk2mjbWtE9nOhmrFf2fyQdstEj3BhXkudpJ53/mwY8DWVWiK0V8kQuZp2q3I+Rq/Sue/9sP7+QzDWTT6B9TGCo0pR/8nVy8mtdGTlVQTUI9sJUzhGLBsDHXJKlnBWsit8/n9x3efPrx+83bhXj/F9+Om1A+mEhn8cJ3dQy41G1fMvT6EuU61t0WppmycMdeRu6rUlmXmkTMtVF7unH4JDUDuz5LAuWJZrTUou6y0zIAt2F0aRk4jbcHKCpTvHd0na6mEyqTY... | H4sIAAAAAAAC/+1WwY7bNhD12V8xUA+RAEf1brZZYBEXDRYtUDRog+SQQxAIXGlkM5ZJlaTs3b/PkJQlWes4LoIEAcp3kUTNDN88jThjUJtMNqZuTFo/TL4J5oTnV1fuShhfL6+vu3u/fjG/vryawHzyHdBowxRtP/l/gm9qqQxIPYP6wVAxzOCjlmJaKrmBmplVxe+gNXpNj9Ppb94uLfm9aRROCyxhJ9Va1yzHWOG/Db1NbqZAiKLoDWpZbbE3ARf66dN+4fbVnyBrw6VIycE57jQsoI2V5lKUfJku0XirOBp4R4lz4ERC+00tFBI3... | H4sIAAAAAAAC/+1VTW/bOBD1Wb+CTQtQsmVZiusWDeoFsm66KHrYRbdADoYh0DIVs5EplaTkBkX/+85QsuzEwN7aS/ku1HzPvKFpXRYNj/R28BMRA17PZvYEPD2n0/jV4bvTv345fTUg8eAXoNaGKSg5+D3x/Nmk1mqyFnLCZUPWTG89zQ0Z87oklah4zkTh3f796eO//1wvbuYXL74nV+N9qe51xTL+48KrHsy2lFMyzsiFJ3ZVqQzJdBOSL7qUnir3mszJcuXthdmSsuLSpy/6fJNcSCYzwQodQRANCNMkv/IIoFIi42khJIcEeaQ4... | |
fin-003-risk-metrics | fin-003-risk-metrics | financial-analysis/fin-003-risk-metrics | Calculate Portfolio Risk Metrics (VaR and Sharpe Ratio) | financial-analysis | L2 | subject-matter | 120 | false | ["finance", "risk", "statistics"] | ["tool-use"] | [] | ["file-read", "data-processing", "computation", "file-write"] | You are given `workspace/portfolio_returns.csv` with daily returns for a portfolio over 500 trading days.
**Your task:**
1. Read the CSV (columns: date, return)
2. Calculate: mean daily return, std deviation, annualized return (x252), annualized volatility (x sqrt(252))
3. Calculate VaR at 95% and 99% confidence (hist... | [task]
id = "fin-003-risk-metrics"
title = "Calculate Portfolio Risk Metrics (VaR and Sharpe Ratio)"
domain = "financial-analysis"
level = "L2"
track = "subject-matter"
tags = ["finance", "risk", "statistics"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "computation", "file-write"]
| H4sIAAAAAAAC/+3STWvcMBAGYJ/1K6Zugmzir/Wus7Cwh1J66qGhOeRQSlHWciyyaxlJjinL/vfKddiE0Gt76ftcxiNGM2OQlW7oM9sGf1Hhravqd/TexuJ6tTx/z+fr1WodUBH8A4N1wviRwf/p/bt8sCa/V10uuye6F7ZlVjpK5aCpV71shNqzuy9fP9/efPj4aRteHBebdNTm0fZiJ08hOzzWylDaU3hxLgtZ/9O1ultSuqOQqUOvjaOdfUrIiK7Wh4QOwrVsTjIrZR2typiNyrWke9lF/KVZPl1u9F7pH8a/VtPZzHfiCR950slx... | H4sIAAAAAAAC/+1WTY/bNhD12b+CYA6RAEfd3bgpdhEDCRYtUDRog+SQQ7AQuOLIZiyTKkn5o7++Q1Jf9u5mUxQJiobvIomcId88DTljwdhcNbZubFYfJl8FZ4gX87l/Ik6fF/P58+49jJ+f/XRxPiFnk2+AxlimcfvJ9wmxqZW2RJkZqQ8Wk2FGPhklp6VWG1Izu6rELWmN3uLndPoq2GWl2NtGw5RDSXZKr03NCkg0/NngbHo1JQhK6TswqtrCYEL80s+eDQPXb34lqrZCyQwdvOPOkAVp18oKJUuxzJZgg1VCR9409Q4CSZiwqYMG... | H4sIAAAAAAAC/+2UTW/TMBjHe/anMAXJyUjTrDSbWm1ICDhxAI0Dh2mqvMZdzZI42E67Me2789hxX7lwgQvP79Lkefnbz0tjVLkSqVn2/iIZcJ7n/hc4/h2Ndr5gPx+Psx7Nev+A1liu4cje/8nLF8PW6OGtrIeiXtFbbpbECEsHolW0kY1YcFmSb5+vPn398u79x8v+q6fT6WCt9L1p+Fw890nzaJeqfkMHc9onsmqUtnRuVgn9blSd0IrbZUKhyVYaK+eGrKVdUtWIOmKvtrpDl7ZQpVQzLWyra5OCBospN3QxJRTQghdC00snnn6Q... | |
fin-004-earnings-report | fin-004-earnings-report | financial-analysis/fin-004-earnings-report | Parse Earnings Report and Generate KPI Comparison | financial-analysis | L2 | subject-matter | 120 | false | ["finance", "parsing", "kpi"] | ["tool-use"] | [] | ["file-read", "text-processing", "data-processing", "file-write"] | You are given `workspace/earnings_q1.txt` and `workspace/earnings_q2.txt` containing quarterly earnings data in structured text format.
**Your task:**
1. Parse both earnings report files to extract KPIs: revenue, cost_of_revenue, gross_profit, operating_income, net_income, eps, gross_margin, operating_margin, net_marg... | [task]
id = "fin-004-earnings-report"
title = "Parse Earnings Report and Generate KPI Comparison"
domain = "financial-analysis"
level = "L2"
track = "subject-matter"
tags = ["finance", "parsing", "kpi"]
capabilities = ["tool-use"]
required_actions = ["file-read", "text-processing", "data-processing", "file-write"]
| H4sIAAAAAAAC/+2TUW/aMBDHec6nuGWdQhgkISSjQuIBVaiqtgFNO02TJlUpOGB12K7twCbEd58DNGgMtr5s0rT7vdjy/f9n39lWROfCU7PKHyQwtON4MxoOxzAIoqf5br0dRUEFgspfIFc6lWbLyv/Jyxd+rqR/T5lP2ALuUzWzFNHQIDkHQQXJUvrF+jhM3t6Mehf9rn22anYaSy4flEjHZG1b84cJldAQYJ+VMtsS3/SMsxY0xmBbdC641CBTNuFzazt4ipBJNQpda0IyWEqqyZ0kha4qUj2rw2OeSk1kHSRZuB0LDGMuoQuS52xS... | H4sIAAAAAAAC/+1W32/bNhD2s/4KQnuoBLha4qUpEMDDimwDhhVbkT70IQgERjrZrCXSIWk7/u93POqX47ZJMSQYMH4vksi7492n491ZMDZXG7ve2Gy9nzwLThDnZ2f0RDx8zs5nb7t3v3568nb2ZsJOJi+AjbFc4/GT/ydEs1baMmWmbL23mAxT9tkoOWWF2UaVVg1bc7usxS1rJT/gZxT94oWzStzbjYaohIrtlF6ZNS8g0XC3wd30ImKIOI6vwKh6C4MII9OvXw8Ll+//YGpthZIZKpDizrA5a21lhZKVWGQLsF4qiUfacUoKAp0w... | H4sIAAAAAAAC/+2UTY/aMBCGOedXeOlWCVWAhO12JbRUqqqeemjVHnpYocibTMAlsYPtJIsQ/73jAAHKttqqH5f6OeDYnnnH4xmjRFbBQM07f5EAubm+bkbk+/EqfBXuv3frNy+vrjsk6PwDSqWpxJCd/5NnF8NSyeE940PgFbmnau4o0KQPpSAFKyClLHO+fPj0/vPHN2/fTbqX63Dcr4VcqILGsOk6xUrPBb8i/Zh0HZYXQmoSq8onX5XgPpHgOAmkpKBSQSTB7HsF1fPe2CFIQjUlE7LeNLOa6TkRBfCtCaGKpFs7QyokyRgHwvjx... | |
fin-005-forex-arbitrage | fin-005-forex-arbitrage | financial-analysis/fin-005-forex-arbitrage | Detect Triangular Arbitrage from Exchange Rate Matrix | financial-analysis | L3 | subject-matter | 120 | false | ["finance", "forex", "arbitrage", "graph"] | ["tool-use"] | [] | ["file-read", "data-processing", "computation", "file-write"] | You are given `workspace/exchange_rates.csv` with a matrix of currency exchange rates (8 currencies).
**Your task:**
1. Read the exchange rate matrix
2. Find all triangular arbitrage opportunities: for currencies A->B->C->A, check if rate(A,B)*rate(B,C)*rate(C,A) > 1.0
3. Calculate expected profit percentage for each ... | [task]
id = "fin-005-forex-arbitrage"
title = "Detect Triangular Arbitrage from Exchange Rate Matrix"
domain = "financial-analysis"
level = "L3"
track = "subject-matter"
tags = ["finance", "forex", "arbitrage", "graph"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "computation", "file... | H4sIAAAAAAAC/+3SbW/TMBAA4H72rzjCJCdam5e+okr9ULoNBBJUmyoEVYWy1KHWVieykwVU9b9zqbu1BcE3kBD3SLXdi+9ydmtEUea+WTX+oBANer3djH6co24UPa738UG3GzUgbPwFpSlija9s/J+ePwtKo4NbqQKhHuA2NitmRAEtUWaQy1yksbxnH95fv72ZjieXI+dsEw1bVabvTB4nYuuw9d1Samjl4Jw9bXNY/q1YZaoDrQQcJtd5pgtIzEMTdKyW2ZrZyTdCLN1u22NJqbVQiRQGRjDns5sL3uSXs2scX72c4vhm+hHHyesr... | H4sIAAAAAAAC/+1WTW/bOBD1Wb9ioD1UAhyt46YpEKwXWwS7QNGgLdpDD4Eh0BJls5ZJLUk5yb/vkNSX5ST9QosC5bvYoobD9x5JzWiqdCpqXdU6qe4mPwQzxPnZmf1FjH/nz87n7X83fjp7Pn86gdnkJ6BWmkhcfvJ7gu0qITUINYXqTuNhmMJHJXhQSLGDiuhNyVbQBL3FxyD4x8UlBbvVtaRBTgu4EXKrKpLRSNL/a3wbXwSACMPwHVWi3NM+BGzqk5N+4PLqJYhKM8ETnGAn3ihYQJMryQQv2DpZU+2ionAwO4ztBIYklFvUQFLk... | H4sIAAAAAAAC/+2TTY/TMBCGe86vMGWlJJCmzW6XSpGKhBAnJEBw4FBFK8dxiNnUtmxn29Wq/51x0na7HxxBQsxzScYz877j2LGqveGpbUZ/kBmwuLzsn8DjZ7ZYXBze9+uL+Xw+IrPRX6CzjhqwHP2fvHwx7ayZlkJOubwhJbVNYLkjE94pooXmNRVt8P3z14/fvrx7/2E5PrvL8slGmWurKeO7caBvXaPkBZkwMg7EWivjCLM3CflplQw2wjVEaS6j8OyoMuVb1lD5g18Z6rhNoTyMCbWkzgMCGE4rbsjS66RDENVxn2oOKcm3Lhpy... | |
fin-006-analyze-stock-portfolio-risk-using-var-and-cvar | fin-006 | financial-analysis/fin-006-analyze-stock-portfolio-risk-using-var-and-cvar | Analyze Stock Portfolio Risk Using VaR and CVaR | financial-analysis | L3 | subject-matter | Calculate Value-at-Risk (VaR) and Conditional VaR (CVaR) from historical return data using both historical simulation and parametric methods | 300 | true | ["finance", "risk-analysis", "quantitative"] | ["file-read", "data-processing", "statistical-computation", "file-write"] | ["reasoning", "tool-use"] | ["file-read", "data-processing", "statistical-computation", "file-write"] | # Task: Analyze Stock Portfolio Risk Using VaR and CVaR
## Context
As a quantitative risk analyst, you need to assess the downside risk of a stock portfolio using two standard risk metrics: Value-at-Risk (VaR) and Conditional Value-at-Risk (CVaR). You must calculate these metrics using both historical simulation and p... | id = "fin-006"
title = "Analyze Stock Portfolio Risk Using VaR and CVaR"
track = "subject-matter"
domain = "financial-analysis"
level = "L3"
description = "Calculate Value-at-Risk (VaR) and Conditional VaR (CVaR) from historical return data using both historical simulation and parametric methods"
timeout = 300
capabili... | H4sIAAAAAAAC/+3UX2vbMBAA8DzrU9zchNhgu3GarCw0g1G6PeyhYx2MMUZwrXMjGktCUjq8kO++c5b0z9jY0/ay+5Eg5+6ksy0Rj2Ftc7/s/UUjcjqd7kby81iMT4rD9T5+OpkUPRj1/oG1D6Wjlr3/09Gz42ulj69LvxQeA2S4NmCVxbpUKyGO4NxhGRC+GnfrbVkhSOWwCsa14uPl+7dX716dX8yj/qaYZfc120g0t1QHmYWof18WiUo+/U3rv0GNruvgWx2WGFQF1rhQm5Uy4Oh0Ou1BlqEUVRng5UNysU/mlb+Ds7OLy9eCyjCV... | H4sIAAAAAAAC/+1YbW/bNhDOZ/8KQsVQaXM0J0tSNEiAAR2GDeiGIh36pQgERqJsNpKokZRdo+h/38MXSXScpB+2thumgwFL5N3x7uHx7ijNlM5Ep9tOp+324LPQAnR2cmL/QXf/T4+Pn/XPbvxo8ez45IAsDr4AdUpTieUP/p/E61ZITd4p0cz8c7vVCIr+renqdkuoIk07MNCmwAB+bTErpagxolcVvyGe4RVeZ7MfnaK05O91J9msYCXZCHmrWpqzzIjEyfmMgCQDQ2PF4mhgiZKZldFjiGYlr1jG3nOlVbyry6sK+MjlneXI9ySS... | H4sIAAAAAAAC/+2UQW/TMBTHe/aneHg7JBCydqJUmdYTHBAHQHCcpspLHMUsiS3baVVN++7YadK1C412gQO8nyolfe/vv/1ebBtZrnlsiskfZOpYzOft0/H8ebl4v+jfu/ji3Xw6genkL9AYy7SbcvJ/cvbq4k7UF3fMFMRwC295I0EJxXMmSkI2Ut8bxVK+PJ+RNAN6vo9QQs7gO2cZiFo1FjJmGRGVktqCYnXGDLifyvpY3VRq60O1IrmWFZhUqG3s2m8N9BqpK0KyHJZuYKyd+So164D6ZC5LIVea20bXJnZhGpLun5Nn+Q3N3JK3... |
fin-008-calculate-wacc-from-financial-statements | fin-008 | financial-analysis/fin-008-calculate-wacc-from-financial-statements | Calculate WACC from Financial Statements | financial-analysis | L2 | subject-matter | Calculate Weighted Average Cost of Capital (WACC) from given financial statements | 300 | true | ["finance", "wacc", "corporate-finance"] | ["financial-calculation", "data-analysis", "file-operations"] | ["reasoning", "tool-use"] | ["file-read", "data-processing", "file-write"] | # Task: Calculate Weighted Average Cost of Capital (WACC)
## Context
You are a financial analyst who needs to calculate the Weighted Average Cost of Capital (WACC) for a company using its balance sheet and income statement. WACC is a fundamental metric used in corporate finance for investment decisions and valuation.
... | id = "fin-008"
title = "Calculate WACC from Financial Statements"
track = "subject-matter"
domain = "financial-analysis"
level = "L2"
description = "Calculate Weighted Average Cost of Capital (WACC) from given financial statements"
timeout = 300
capabilities = ["financial-calculation", "data-analysis", "file-operations... | H4sIAAAAAAAC/+1ZXW/aMBTlOb/irn3ZpFDyTSdVk/bBJqSqlbY+7QWZcAtWg5PFhpX++tkhhTUfhWo0zTafl6Br48Sxzz3HNxMiSG9MIsJCHPEZojgJ+bJzUFgSgedlV4ni1XLsTds6bsuI3wGr0wAWXJBU3r7zf2IocG46luPCa8pgTqOIxoy/Ma5iQSJ4zzkKbtq+XJYTy8qj55SMaUQFRW6+fdAy+LGgYmUGefA8ZtOuwHQOn3AsTDcPf5vFqfgtbufxjkbjmCj+UxbGc0l/QeRuQHboFLCT/55d5H/fCTT/X5L/X3GJbIGm7eTk... | H4sIAAAAAAAC/+1XbW/bNhDOZ/8KQv0QKWlU23GSLZiBFcEKDNgbtmH7UAQCLVE2a1nUSCqJN+y/746kJSpxkxVYgwDjIYgl6p7jPcfj8aiZ0ploddPqtNkefBYZg5zPZuYX5P7v7OK8+2bHJ+OL08kBGR88g7RKUwnTH/w/hW8aITX5oEQ9cs/NVkNSdG+0Lqgi8NcUo1KKDYzoVcUXxCn8BK+j0dcWlZb8TreSjQpWklsh16qhOcsQEieXIwIiGSjUBhZnWckrlmVJ2lDJau1+enMbKtfpLePLlY5PE2NV9xlr0eyOK63i4WxuMk+P... | H4sIAAAAAAAC/+2Ub0/bMBDG+9qf4hYytR20aSmICdFJrBRp/wABEi8jN73QjDTObKcwMb777CQtcVaYNml7g39vEuXuHp+fsyNYvMCumDX+IT3F3u5u/lTUn4NBf3v5Xn7f2xkMGtBr/AcyISlXSzZeJhuvvEmUeBMqZkSghA5mDNIoxZBGMSFXp+efLs4OR+Ohe9/f73QfCNmAc6RTiJI0kxBGMQoyoTFNAvTFDFEOHXdV5WGyiDhL5phIb0ol9YzUbiAWDomSgM3VF0kl6sTnBerZhYbq6oxygaBzCH7LIvl96Lbo7Q10jreg6V0y... |
mkt-001-survey-analysis | mkt-001-survey-analysis | market-research/mkt-001-survey-analysis | Analyze Customer Survey and Compute NPS Score | market-research | L2 | subject-matter | 120 | false | ["market-research", "survey", "nps"] | ["tool-use"] | [] | ["file-read", "data-processing", "computation", "file-write"] | # Analyze Customer Survey and Compute NPS Score
You are provided with a CSV file named `survey_responses.csv` located in the workspace directory. This file contains customer survey responses with the following columns:
- `respondent_id`: Unique identifier for each respondent
- `age_group`: Age group of the respondent... | [task]
id = "mkt-001-survey-analysis"
title = "Analyze Customer Survey and Compute NPS Score"
domain = "market-research"
level = "L2"
track = "subject-matter"
tags = ["market-research", "survey", "nps"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "computation", "file-write"]
| H4sIAAAAAAAC/+2UzU/bMBTAe/ZfYcKkJiIp6SeI0QNCgKZpMLEDB4SqkLy0Fokd2U4DQvzvs5M0aRsOu2yX+aeq/njv+X05FiDzbCBWvb+IrziZTstRsT+OZuPRZl7vn0wmJz3s9/4BuZABVy57/yeHB8e54MfPhB4DXePnQKyQAIk9yBnOSAZxQBL0cHf//dfPi8urufXlfXjmFYy/iCwI4cNC8JoxLnGjglD6EhGOvQxbX5pdC6HsTa4YHWMPn59f3V0jkpaGTHxtjfFcrQcqEsIZHSxB2v1G1ne1TO2FRWQ7zsY+FOvNlAc0Yimq... | H4sIAAAAAAAC/+1Y3W/bNhDPs/8KQn2wNCSq3fVjC+ZhRdYB24q2aB76EAQCI9E2G1nUSMpJEOR/35GUxA8rbrOiBbbpXmwdecf7He+O5EkiZMYaWTcyrW8OvgrNgJ4/fap/gYLf+Wxmxwx/Pnsxf3aAZgffgBohMYflD/6fRDc14xIxMVlytkE1luuSXqCW/Q4+J+3/j4JV3f/6RkLcdF+52E4mvxheuqTXsuFkUpAlumL8UtQ4JzEnfzUwmhxPEFAURe+JYOWW2ClIr390ZBknr39HrJaUVSkIaMErgRao1ZXmrFrSVboi0syKI0c6... | H4sIAAAAAAAC/+1VXW/TMBTts3+FyZCaQpumbGMwlkkIhoR4GBoPPExTlCVOa0jtyHZaxrT/zo3z5WQbIE3wAD4via/PPffDN7Hk2YZ4cjX6g/ABB/v7+gkYPncP9vaa99oOlr0R9kd/AYVUkYCQo/8TO4/mhRTzS8rmhG3wZSRXSBKFZ6TgOKc5SSOaoc+nZx8+fXz95iRwHl8vDmdbLr7KPIrJjYPIt5wLhVsKQvmVWnG2i2f46Ojk9B2ia83g8lXHwgGsPQhJBWfekih33O6Np+Ue2OJt4k4mjX8sN83rF8kZQpTlhQrzSK1ALXWu... | |
mkt-002-competitor-matrix | mkt-002-competitor-matrix | market-research/mkt-002-competitor-matrix | Build Competitive Analysis Scoring Matrix | market-research | L2 | subject-matter | 120 | false | ["market-research", "competitive-analysis"] | ["tool-use"] | [] | ["file-read", "data-processing", "file-write"] | # Build Competitive Analysis Scoring Matrix
## Overview
You are provided with a CSV file named `products.csv` located in the workspace directory. This file contains market data for various companies and their products with the following columns:
- `company`: Name of the company
- `product`: Name of the product
- `pr... | [task]
id = "mkt-002-competitor-matrix"
title = "Build Competitive Analysis Scoring Matrix"
domain = "market-research"
level = "L2"
track = "subject-matter"
tags = ["market-research", "competitive-analysis"]
capabilities = ["tool-use"]
required_actions = ["file-read", "data-processing", "file-write"]
| H4sIAAAAAAAC/+2UXU/bMBSGe+1fcRYmNdlCmpZmTAwuWMemaUig7WIXCFUmcalFY1u2Q0GI/z67ST9SustNmnaei/rEPuf1+UhqmK1UYqadP0jqOMyyxerYXgfDwbul3ewfDrO0A2nnL1AZS7W7svN/sveqVxndu+Gix8Q93FAzJYZZ2GeVBMUVm1A+Iz8vvn/7cXk6OjsJXj/1j/bnUt8ZRXP2HBD2oKS2sHIhpLwruIZ9BcHr1W5AiHq0UykOYB+Oj88uPhNeLgKl+bAOhhP3nLhMuJYiuWU27K7OurE/c3v5vAijaBmfm/ulqako... | H4sIAAAAAAAC/+0YXW/bNjDP/hWE+lALc7UkTVLAmIcVWQdsK9oiAdaHIBAYibJZy6JG0k6CwP99d0d9W07RtSkwTPdimbxv3hdphbGhWtt8bYP8/uBJ4BDg7OSEfgG6v2fHL1+V32796PDV8dkBOzz4DrA2lmsQf/D/BLnKlbZMmVGi1Yrl3C5SecOK5Q/wd1R8R2ZTfn4yKiu/83sLITQa/eI+gkTe2bUWo1gk7Fbppcl5JMZa/L2GXX86YgCe510Io9KNqFEYyX/xol44f/s7U7mVKguAgAhvDZuxglcQqSyR82AurMMaew1qzycC... | H4sIAAAAAAAC/+1XS2/jNhDOWb+CTQpY6iqOva+g7vqw6CaXothFtsAeDMNgJMpmI5ECSdlOg/z3Dl96WHaAPWwv1Vxsk99wZr4ZcsaS51sylpuzHygTkOt378wnyOHn9ev37/13t3799u31GZqc/QdSSYUFmDz7f8rFT1eVFFf3lF0RtkX3WG4CSRS6JBVHJS1JhmkefPt898fXLx9/v5mf//w0nV3uuHiQJU7I83lA9iUXCtWQICgf1YazN+gSffhw8/k2oIVBcPlbg0Jz+D0Gk1RwNl4TFY7qvVGs92At2aVhFHn9RG79178lZ0Em... | |
mkt-003-pricing-analysis | mkt-003-pricing-analysis | market-research/mkt-003-pricing-analysis | Price Elasticity and Revenue Optimization | market-research | L3 | subject-matter | 120 | false | ["market-research", "pricing", "elasticity"] | ["tool-use"] | [] | ["file-read", "computation", "file-write"] | # Price Elasticity and Revenue Optimization
## Description
You are provided with a CSV file `workspace/pricing_history.csv` containing historical pricing data for a product over multiple months. The CSV has the following columns:
- `month`: The month identifier (e.g., `2023-01`)
- `price`: The price of the product i... | [task]
id = "mkt-003-pricing-analysis"
title = "Price Elasticity and Revenue Optimization"
domain = "market-research"
level = "L3"
track = "subject-matter"
tags = ["market-research", "pricing", "elasticity"]
capabilities = ["tool-use"]
required_actions = ["file-read", "computation", "file-write"]
| H4sIAAAAAAAC/+2UzW7UMBCA9+ynGFIqnDbJpumWSoU9VBVw4NCKChCqShU2TtcisSPb2WWpyrMzdpJuqDhwgQv+Dkk84/n1OJqZtkn0cvIXSZHjoyP3Rh6/s+P0cPju5cez2fMJpJN/QKtNrjDk5P9k58m01Wr6hYspEyv4kusl0cxAzFoJDW9YmfOKfDx/9/by4vTs1Tx4endwEq+l+qqbfMHuA8K+NVIZeNhCSP214AriBoKnD9KAkGZjllIcQgwvX746f0147QylfrE1hjmuE8yEKymSW2boswfds8jqULZYFzQMB/uFXg2fKheF... | H4sIAAAAAAAC/+1X3W/bNhDPs/+Kg/pQqbBV56PtENTFgmwDtnVtkTz0IQgMxjrZrGVRI2knxrD/fUdSH5SSdCuGFgPGe7Al8j5+9+ORPGlUei62utrqtNoffBWZkrw8ObH/JMP/41fHx82zGz+cvjo6OYDpwTeQrdJMUviD/6fwTSWkBqFGuRQbqJheFfwG6uEP9Dqqnz8pUTbP1V5T3YxG37uHNOd3eitxlGEOt0KuVcUWGEv8fUuzyekISKIoukAlih12KmCDTibdwPnbn0FUmosyJQNreKtgBrWvdCHKnC/TJWqnFUeedZRYA04g... | H4sIAAAAAAAC/+1WTY/bNhD1mb9iqi0QyfFadnYXAbbxIUg3lxbIZoOih4Ur0BJls5FFWaTsuIv97x1SHxa9am/NpXwHm555M/OGGpGWItuzqdyM/kPMEG9vbsw34vz7+uaq8zX2t9fXVyOYjb4DKqloiSVH/09c/BBWsgxXPA9ZvocVlRsimYJLVgkoeMFSyjPy+6eHX77cv/9wt/B+fJrfXh5E+VUWNGbPHmHfClEq6CiEFEe1EfkVXMK7d3efPhK+NQwhfzqxYIG/p1iSlyKfrpnyX3W+VxPtQ1t8SPwgaONjuW+Xf0qRt+stVRtC... | |
mkt-004-trend-extraction | mkt-004-trend-extraction | market-research/mkt-004-trend-extraction | Sales Trend Analysis and Quarterly Forecast | market-research | L2 | subject-matter | 120 | false | ["market-research", "time-series", "forecasting"] | ["tool-use"] | [] | ["file-read", "computation", "file-write"] | # Sales Trend Analysis and Quarterly Forecast
## Description
You are provided with a CSV file `monthly_sales.csv` located in the workspace directory. This file contains 36 months of sales data with two columns:
- `month`: in the format `YYYY-MM` (e.g., 2021-01)
- `sales`: integer sales figures for that month
Your t... | [task]
id = "mkt-004-trend-extraction"
title = "Sales Trend Analysis and Quarterly Forecast"
domain = "market-research"
level = "L2"
track = "subject-matter"
tags = ["market-research", "time-series", "forecasting"]
capabilities = ["tool-use"]
required_actions = ["file-read", "computation", "file-write"]
| H4sIAAAAAAAC/+2US2/aQBDHOe+nmDqpsBNjbAN5kHDoI+mhUlMlhx6iCG3wAlbAa3kXHBTlu3d2bROoqt7aS+enKJ6d+c/sY3ZRQq/yQM1bf5EQOR0M7Bf59RvHp73Grv2n/UHYgrD1D1gpzQucsvV/cvCuu1JF9zHNuiJbwyNXc6aEho5YScjTXEx5umA/bm6/3n3/8Olq5By+RMNOKYsnlfOJeHWYeM5loWErYWz5lKQFdHJwDrdeh7F8o+cy60EHLi+vbq5ZurSJUl28JcMIxwGuJC1kFsyEdtvbWNs3MfRNysT1vCZ/otaNWfAs... | H4sIAAAAAAAC/+1XX2sjNxDPsz/FsPfgXXC2cez6IGBoCA2UXtvj8nAPISyKV2vrvCu5kpzEhHz3zkj7z3YuyXHNpdAdMNZKM6OZ34xGI8uNTdTartY2Xm0OXoWOkCbjsftH2v0fT8bvq7GfHx69Hw0P4OjgB9DaWKZx+4P/J4lipbQFZXqZVgWsmF3k4hrK6Y/42SvHX4yS1Xi1sZg3vd4vfhBn4s6uNe+lPINbpZdmxWY81PzvNa5GJz1ACoLgEzcqv+ENC7hNDw+bibMPv4FaWaFkjAJO8NbAFEpd8UzJTMzjObeeKwxa0kHkBAQa... | H4sIAAAAAAAC/+1W3W/bNhDPs/6Kq7ogUiPLdhwngFcPyLr2ZRtSpBiGwTAMWqJiNpRkiJQTw/D/vjtSkr+WdS/by3QPNsX78b7vSJXLFQ/V4uxfpB7S7XBo/pGO/4c317f1utq/vR72zqB39h9QqTQrUOXZ/5PevumWqujORdbl2QrmTC0cxTV0eJnDUix5woR0fr9/+PnL57sPH8fud5v+qPOcF09qySK+dR3+sswLDQ3EcZZrvcizAXTg/fuP958ckRpErr7foWCM3yGqFEWehY9cexcN7yIgHu5Fz7Hn+/X5SK3q5VeVZ/U6Zppr... | |
mkt-005-market-sizing | mkt-005-market-sizing | market-research/mkt-005-market-sizing | Calculate TAM SAM SOM Market Sizing | market-research | L3 | subject-matter | 120 | false | ["market-research", "market-sizing"] | ["tool-use"] | [] | ["file-read", "computation", "file-write"] | # Calculate TAM SAM SOM Market Sizing
## Overview
You are provided with two data files in the workspace:
- `market_data.csv`: Contains market segments with the following columns:
- `segment`: Name of the market segment
- `population`: Total population size of the segment
- `adoption_rate`: Percentage (0-1) of ... | [task]
id = "mkt-005-market-sizing"
title = "Calculate TAM SAM SOM Market Sizing"
domain = "market-research"
level = "L3"
track = "subject-matter"
tags = ["market-research", "market-sizing"]
capabilities = ["tool-use"]
required_actions = ["file-read", "computation", "file-write"]
| H4sIAAAAAAAC/+2UTW/bMAyGc9av4NwCsQHHid26wbrmMAzdDjt0WA87FEGgxkqiNZYMyY7XBfnvk/yROl26WwcM43OITEp8SVFENMuLLNCr3isyMozjuFoNz9foPLpovxv/+Dwe9WDU+wsUOqfKpOz9n5y8GRZaDe+5GDKxgXuqV0SzHAaskJDxjC0oX5NvN18/3355/+F64pxuw8tBKdWDzuic7RzCfmRS5bA/Qkj6kHAFgwyc073XIeQEPjHBFM0ZpFQ9sHyW0JwGc72BkucriGLQbJkykWuSPeYrKc5gAFdX1zcfCU+rJFK/e0oE... | H4sIAAAAAAAC/+0YXW/jNqzP+RWC7yH2LfXaru2AYAFWdBuwrbscmgH3UBSBYiuJro7lSUrSruh/HynJtpy4LW7DHbDNfIlN85uUSEYzpadirYu1jouHg88CRwDnp6fmF2D39+z0/KR8tvjjo29Pzg7I0cEXgLXSVIL6g/8n8FUhpCZC9eZSrEhB9TLjM+LQ7+G1554/KpGXz4nalI/Fg4YS6vW+tw/xnN/rtWS9lM3JVsg7VdCEhZL9sYav0bBHAIIguGZKZBtWkxCj//CwRlxe/UxEobnIY2AwjFtFRsTJihORz/kiXjBtqcLA4w4i... | H4sIAAAAAAAC/+2U32/TMBDH++y/wmSgJiNLu1+aVNaHaYwXmIo2pD1MU+UlbmuWxJHttIyp/zvnJE3dDg1eQEjc5yWJ73v23fmraJnOeaRnnT9IHzg5Pq6ewPbzsH98sHpv1k+ODo86tN/5C5TaMAVHdv5Pdl71Sq169yLv8XxO75meEc0N3eOlpIUo+ISJlNyMrj5efz47vxh6r5/2B3sLqR50wWK+9Aj/VkhlaCshpHg0M5kf0j16enox+kBEVimkfrdW0SF8R3CkUDKPptz43TbWDW0M1uJF4gfBKj/W89XrVy1zQjKmHrgZJ8yw... | |
math-001 | math-001 | math-reasoning/math-001 | Financial Calculations | math-reasoning | L1 | Solve five financial math problems: compound interest, percentage markup, tax calculation, loan payment, and break-even analysis | 180 | true | ["finance", "arithmetic", "math", "calculations", "beginner"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Financial Calculations
You are given a set of five financial math problems.
## Input Files
- `workspace/problems.json` — JSON file containing 5 financial problems with all necessary parameters
## Goal
Solve each problem and produce a JSON file with the answers and explanations.
## Requirements
1. Read th... | id = "math-001"
title = "Financial Calculations"
domain = "math-reasoning"
level = "L1"
description = "Solve five financial math problems: compound interest, percentage markup, tax calculation, loan payment, and break-even analysis"
timeout = 180
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = [... | H4sIAAAAAAAC/+2WzW/TMBTAe85fYcw0MdQ2SZu0UiUOE3BAO4A2pB0QstzEo6aJbTlOu6rq/46dNh+jY+oBJgTvd0gcv0+992wlpYb6Sst5xvJi+L2QovfbCSyTKKrelp/fYTwd1ev9fhhGQdhDQe8ZKAtDtQ3f+z/Zegjhuv94hr7Yb4S21dNKeGr3ajkJcb8WmI1iTpTIXMlSpIQLwzQrTKuiNBcJVzSzeqFrbCOhQpQ0I5oa5yMYBnEj2jCqXR7jZqeOUBDFNHFy56+S7vpPZTs6ztZ6SJgw9BsjOdXLUuFOGJv7DI3iNs29CjkY... | H4sIAAAAAAAC/+1Y6W4bNxD2732KweaHdwF5q9NGhLoo4qhA2xxG0hYtAmNB7VISo71KcmULhoA+RJ+wT9LhodVKOSzFcZCiOxAsmZwhv/mGHJIjqZBhXsqilEGxPHoQaaOc9vv6G2Xnu9PunXbWbaa90z7rnB1B++gLSCkk4Tj90f9TXNf9jXI2YZTDJOeQEjk7waAM4QeWkSxiJIELkkRlQiTLMxGggeOwtMi5hLciz5wJz1Mo0CxhY7Adl/hvpVUsJS4yxxn9fjm6+GX0FM7h1gEUt+D5OKFp2HGH0OkMzk6D7qC13dXFrt6gHbTb... | H4sIAAAAAAAC/+1WW2/bNhTOs37FqVagkuP4kiUpYNQDsqF7Gboa7YZhCFKDkalYjUQJJG3HEPTfd0jqQifOOgjYXsbvIbF47heeQ5GnWzoS65N/ERPE28tL/R/x9P/l1eVF87s+f3txcXUCk5P/ABshCUeTJ/9PfPdqvBF8fJewMWVbuCNi7Qkq4YxuciiSgsYkSb0/Pn765fPi+qf3c/91OZ2d7XL+IAoS0cr3vGIv1zn7Ht69g8Wf7z/+7CVZkXMJX0XOPG+XyDXkBWWB/7pVMy54fpfSTIwUkx8CERDPPECsiCQw18KjNCerIA49... | |
math-002 | math-002 | math-reasoning/math-002 | Knapsack Optimization | math-reasoning | L2 | Solve a 0/1 knapsack problem: select items to maximize total value without exceeding weight capacity | 300 | true | ["optimization", "knapsack", "dynamic-programming", "algorithms", "intermediate"] | ["file-read", "file-write"] | ["reasoning", "tool-use"] | [] | # Task: Knapsack Optimization
You are given a set of items with weights and values, and a knapsack with a weight capacity limit. Select items to maximize total value without exceeding the capacity.
## Input Files
- `workspace/items.json` — JSON file containing a list of 8 items (each with name, weight, value) and a ... | id = "math-002"
title = "Knapsack Optimization"
domain = "math-reasoning"
level = "L2"
description = "Solve a 0/1 knapsack problem: select items to maximize total value without exceeding weight capacity"
timeout = 300
capabilities = ["file-read", "file-write"]
skills_allowed = true
tags = ["optimization", "knapsack", "... | H4sIAAAAAAAC/+3Vz2vbMBQHcJ/1V7xppawlie3GP2hhh7LtMHrYaAc9lDEUWa3VxJax5JoS8r/3OdDMrsmt7WF7n4BlmfeVbCzFmXDC104VdnZvTem9hQAlUbRt0cs2SJJwd769HgZJGnsQeO+gsU7UOL33f1ozAC5FJaR2j/wMwnjSXdmuCOzeYAdgzUtRKOxyaYpKWMsnwFul73LXRbDzIFZNV3CymbxItMKpelB/0qtPRvVWlFmrZT6IzHuR01HkbtVIY9XeSeJRYiFK/O19ivkosBKVM9UgEPcCYTRKSGzr4RRRPxGMb8qY5d6n... | H4sIAAAAAAAC/+1YbW/bNhDOZ/+Kg/ohEuB4dpK2WDAPy9psy9Y3tFmHoQgERqJtzpKokVReFhjYj9gv3C/ZkZQoyYlcJ2iLDvUlgG3yIXn38Hg8nqJShbxQeaEG+dXWR5EhyqP9ffOJsvQ5Gu6PXJ9tHw0fjx5twXDrE0ghFRG4/NaXKZ7nvaWCTRgVMOECUqJmO8Ph7gH8kpFckmgOL3PFUvYXUYxnA8T3eizNuVDwh+RZbyJ4CjmOStgZlB2v8KdD5VcKfazXe/nq5Pj54bPw7eGzX49gDPu7rum3o+MffzrBttHD3pPDV4dPjk9+... | H4sIAAAAAAAC/+2UW2vbMBTH86xPcer1wdmcWy8EQjMYo3vZQ8s6GMOYoNpKotW2jK3ElJDv3iPZcpqOPG4wdn4PUXIu/3N0JKVS6VYMq3XvDzJGptfXdkXerheX06n73tqnV1fXPRj3/gKbSvMSS/b+T96djTZVOXqU+UjkW3jk1ZpVQsNAbBQUshBLLlP24+7b14f7T59v5975bjIb1Kp8qgoei73HWPGs1yq/hJsbuP95e/eFyaxQpYZflcoZq6VegypE7nvnncxIapFVQxPh9YFXsJwxQBKuOcxt5jBVPPGXfcZsLFqNM/TsLy9i... |
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