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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
task_000000_f8baca82 | 4 | 3 | 1 | 0.75 | 0 | 0 | 0 | 4 | 3 | 1 | false | true | You are a data analyst. You have been provided with a CSV file at `/home/user/network_data.csv` containing transaction logs for a network of users.
The CSV has the following columns:
`tx_id`, `sender`, `receiver`, `amount`, `timestamp`
Your task is to analyze this data by performing both analytical aggregations and g... | schema_version = "1.1"
[task]
name = "tmax/task_000000_f8baca82"
description = "data analyst processing CSV files"
[metadata]
source = "legacy"
base_image = ""
domain = "data_querying"
skill_type = "Data Comprehension"
primitive_skills = ["Output schema validation", "Window functions and analytical aggregation", "Gra... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest networkx pandas scipy\n\n mkdir -p /home/user\n\n cat << 'EOF... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000001_e67d5628 | 4 | 1 | 3 | 0.25 | 0 | 0 | 0 | 4 | 1 | 3 | false | true | You are a backup operator tasked with testing the restoration of our critical network infrastructure configurations. The backup archive contains routing tables and firewall rules that need to be parsed and validated using our legacy C libraries.
To complete this scenario, you must perform the following steps:
1. **M... | schema_version = "1.1"
[task]
name = "tmax/task_000001_e67d5628"
description = "backup operator testing restores"
[metadata]
source = "v2"
base_image = "intricate"
domain = "system_administration"
skill_type = "Network"
primitive_skills = ["Locale and timezone configuration", "Text processing pipelines (awk, sed, gre... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/minicalc/Makefile",
"environment/_fixtures/app/fixtures/minicalc/README.md",
"environment/_fixtures/app/fixtures/minicalc/_perturbation.json",
"environment/_fixtures/app/fixtures/minicalc/minicalc.c",
"environment/base_install.sh",
"environme... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/minic... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000004_aeddda76 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are assisting a storage administrator in managing and securing user uploads. Users frequently upload `.tar.gz` archives to the `/home/user/incoming` directory. However, some of these archives are malicious and contain "zip slip" payloads—files with absolute paths (e.g., `/etc/passwd`) or directory traversal sequenc... | schema_version = "1.1"
[task]
name = "tmax/task_000004_aeddda76"
description = "storage administrator managing disk space"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Transformation"
primitive_skills = ["Bulk file renaming", "File watching and change detection", "Compressed s... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir -p /home/u... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000005_ceefb305 | 3 | 1 | 2 | 0.333333 | 0 | 0 | 0 | 3 | 1 | 2 | false | true | You are a backup administrator tasked with archiving active system binaries and legacy logs. You need to write a C program to safely extract metadata and convert log encodings, then use shell commands to create a multi-part archive.
Step 1: Write a C program
Create a C program at `/home/user/archiver.c` and compile it... | schema_version = "1.1"
[task]
name = "tmax/task_000005_ceefb305"
description = "backup administrator archiving data"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Transformation"
primitive_skills = ["Character encoding conversion", "Nested and multi-part archive handling", "Fil... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc libc6-dev\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mk... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000006_74a36316 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | **PagerDuty Alert: CRITICAL**
**Time:** 03:14 AM
**Service:** VisionMath-Analytics
**Issue:** The real-time video analytics service is returning `NaN` in its JSON payload, dropping TCP connections, and randomly crashing under load. Downstream clients are failing to parse the coordinates.
You are the on-call engineer. ... | schema_version = "1.1"
[task]
name = "tmax/task_000006_74a36316"
description = "on-call engineer responding to a 3am page"
[metadata]
source = "v2"
base_image = "intricate"
domain = "debugging"
skill_type = "Mathematical"
primitive_skills = ["Logging and traceback analysis", "Precision loss tracking", "Race condition... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/video.label.txt",
"environment/_fixtures/app/fixtures/video.mp4",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/video... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000006_93ea43e6 | 3 | 1 | 2 | 0.333333 | 0 | 0 | 0 | 3 | 1 | 2 | false | true | You are managing a custom configuration tracker that stores incremental configuration changes in Write-Ahead Log (WAL) formats, securely packaged in nested archives.
Your task is to reconstruct the final configuration state for a specific service by extracting and parsing these fragmented log files.
The system store... | schema_version = "1.1"
[task]
name = "tmax/task_000006_93ea43e6"
description = "configuration manager tracking changes"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Archives"
primitive_skills = ["Archive creation and extraction", "Domain-specific format parsing (GCode, ELF, WA... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip jq\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'EOF' ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000008_e94be48f | 4 | 3 | 1 | 0.75 | 0 | 0 | 0 | 4 | 3 | 1 | false | true | You are a data scientist working on a sensor network. You need to clean and join two datasets using a high-performance C program, as the real datasets will be massive.
The datasets are located in `/home/user/data/`:
1. `sensors.csv`: Contains sensor metadata.
Format: `sensor_id,location,calibration_factor`
2. `read... | schema_version = "1.1"
[task]
name = "tmax/task_000008_e94be48f"
description = "data scientist cleaning datasets"
[metadata]
source = "legacy"
base_image = ""
domain = "data_science"
skill_type = "Systems"
primitive_skills = ["Large-scale data storage management", "Data schema enforcement", "Numerical accuracy testin... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc libc6-dev\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mk... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000014_3d9789ba | 4 | 3 | 1 | 0.75 | 0 | 0 | 0 | 4 | 3 | 1 | false | true | You are an AI assistant helping a climate researcher organize a messy, deeply nested dataset of sensor readings.
The raw data is located in `/home/user/raw_datasets/`. Over time, the data has been dumped into various archive formats (`.tar.gz`, `.tar`, `.zip`) scattered across multiple subdirectories. Inside these ar... | schema_version = "1.1"
[task]
name = "tmax/task_000014_3d9789ba"
description = "researcher organizing datasets"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Archives"
primitive_skills = ["Archive creation and extraction", "Filesystem mount and path manipulation", "Recursive di... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip zip unzip tar\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mk... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000016_3ffaf505 | 9 | 3 | 6 | 0.333333 | 8 | 2 | 6 | 1 | 1 | 0 | true | true | You are a data engineer responsible for a new time-series ETL pipeline. We receive IoT sensor data from two different systems, both outputting CSV files. You need to write a Rust program to read these files, validate the data, deduplicate it using a cryptographic hash, and load it into a SQLite database.
I have create... | schema_version = "1.1"
[task]
name = "tmax/task_000016_3ffaf505"
description = "data engineer building ETL pipelines"
[metadata]
source = "legacy"
base_image = ""
domain = "data_processing"
skill_type = "Time Series"
primitive_skills = ["Validation checkpoints and quality gates", "Hash-based deduplication", "Database... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip curl build-essential sqlite3\n pip3 install pytest\n\n export RUSTUP_HOME=/opt/rustup\... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000019_9b7bd652 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are a QA engineer setting up a test environment for our physics simulation pipeline. We are migrating our trajectory prediction module to C, but the current project is broken.
You need to complete the following tasks:
1. **Video Analysis**: We lost the original parameters of our physics model. However, we have a... | schema_version = "1.1"
[task]
name = "tmax/task_000019_9b7bd652"
description = "QA engineer setting up test environments"
[metadata]
source = "v2"
base_image = "intricate"
domain = "software_engineering"
skill_type = "Mathematical"
primitive_skills = ["Custom data structure design", "Property-based testing", "gRPC an... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/video.label.txt",
"environment/_fixtures/app/fixtures/video.mp4",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/video... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000019_d40ae014 | 12 | 9 | 3 | 0.75 | 4 | 3 | 1 | 8 | 6 | 2 | true | true | You are an AI assistant acting as a backup administrator. We need to consolidate and archive legacy data from different servers into a unified format before storing it long-term.
The raw data is located in `/home/user/legacy_data/` and has two subdirectories: `win_logs/` and `csv_metrics/`.
Here is what you need to ... | schema_version = "1.1"
[task]
name = "tmax/task_000019_d40ae014"
description = "backup administrator archiving data"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Archives"
primitive_skills = ["Format conversion between file types", "Character encoding conversion", "Bulk file r... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip jq file\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir -p... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000022_21389603 | 7 | 6 | 1 | 0.857143 | 4 | 3 | 1 | 3 | 3 | 0 | true | true | You are a red-team operator simulating a local privilege escalation attack. You have obtained the source code of a custom authentication tool located at `/home/user/validator.go`.
This tool validates a custom three-part token (similar to a JWT) provided as a command-line argument. If the token is valid and belongs to... | schema_version = "1.1"
[task]
name = "tmax/task_000022_21389603"
description = "red-team operator crafting an evasion payload"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Algorithmic"
primitive_skills = ["Privilege escalation auditing", "Reverse engineering and disassembly", "Encryp... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip golang\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'E... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000031_bae35058 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are acting as a support engineer investigating a bug reported by a customer. The customer uses our Rust-based job submission tool, `rusty-dispatcher`, to send files to a cluster of worker containers. They are reporting that files are randomly being dropped or failing to process.
You have been provided with two thi... | schema_version = "1.1"
[task]
name = "tmax/task_000031_bae35058"
description = "support engineer collecting diagnostics"
[metadata]
source = "legacy"
base_image = ""
domain = "debugging"
skill_type = "Systems"
primitive_skills = ["Regression test construction", "Log timeline reconstruction across services", "Containe... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip cargo\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir -p /... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000032_a50f9293 | 6 | 5 | 1 | 0.833333 | 0 | 0 | 0 | 6 | 5 | 1 | false | true | You are an on-call engineer and just received a 3 AM page. The company's Voice-to-Math API is failing in production.
The service is supposed to take an audio file containing spoken parameters for a quadratic equation (e.g., "a equals one, b equals negative five, c equals six"), transcribe it, extract the numbers, and... | schema_version = "1.1"
[task]
name = "tmax/task_000032_a50f9293"
description = "on-call engineer responding to a 3am page"
[metadata]
source = "v2"
base_image = "intricate"
domain = "debugging"
skill_type = "Mathematical"
primitive_skills = ["Existing codebase comprehension and reading", "Formula implementation corre... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/audio.label.txt",
"environment/_fixtures/app/fixtures/audio.wav",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/audio... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000057_e980d518 | 10 | 9 | 1 | 0.9 | 4 | 4 | 0 | 6 | 5 | 1 | true | true | You are a deployment engineer rolling out an update for our internal application, "DataVault". Because you do not have root access on this staging environment, system configurations are simulated using a mock directory structure in your home folder.
Your task is to write and execute an idempotent deployment Bash scri... | schema_version = "1.1"
[task]
name = "tmax/task_000057_e980d518"
description = "deployment engineer rolling out updates"
[metadata]
source = "legacy"
base_image = ""
domain = "system_administration"
skill_type = "Deployment"
primitive_skills = ["Idempotent configuration scripting", "System config file management", "M... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir -p /home/u... | [
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"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000062_f7213dd3 | 3 | 2 | 1 | 0.666667 | 0 | 0 | 0 | 3 | 2 | 1 | false | true | You are an artifact manager responsible for safely packaging binary artifacts into curated repositories.
Your task is to write a Go program at `/home/user/curate.go` that processes a binary file according to a JSON configuration.
The configuration file is located at `/home/user/config.json` and has the following str... | schema_version = "1.1"
[task]
name = "tmax/task_000062_f7213dd3"
description = "artifact manager curating binary repositories"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Archives"
primitive_skills = ["Configuration file interpretation", "File splitting, merging, and chunking... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip golang-go\n pip3 install pytest\n\n mkdir -p /home/user/repo\n\n cat << 'EOF' > /ho... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000063_e9329728 | 3 | 2 | 1 | 0.666667 | 0 | 0 | 0 | 3 | 2 | 1 | false | true | You are an engineer investigating a critical issue in a long-running data processing service written in Rust. The service has been crashing due to memory leaks, and we need to identify both the malformed input causing the leak and the leaked session ID from the resulting memory dump.
First, you need to build the servi... | schema_version = "1.1"
[task]
name = "tmax/task_000063_e9329728"
description = "engineer investigating a memory leak in a long-running service"
[metadata]
source = "legacy"
base_image = ""
domain = "debugging"
skill_type = "Debugging"
primitive_skills = ["Memory dump analysis and string extraction", "Compiler and lin... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc binutils cargo rustc\n pip3 install pytest\n\n mkdir -p /home/user/processor_servi... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000066_56424b08 | 3 | 1 | 2 | 0.333333 | 0 | 0 | 0 | 3 | 1 | 2 | false | true | You are acting as a Security Compliance Analyst. You have been tasked with generating an automated vulnerability audit trail for a legacy internal Python web service.
The source code for the application is located in `/home/user/webapp/app.py`.
Additionally, there is a log file containing a sequence of captured sessio... | schema_version = "1.1"
[task]
name = "tmax/task_000066_56424b08"
description = "compliance analyst generating audit trails"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Systems"
primitive_skills = ["Cryptanalysis (differential, linear)", "Injection and XSS vulnerability analysis", "A... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir -p /home/u... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000067_4de7b276 | 7 | 6 | 1 | 0.857143 | 0 | 0 | 0 | 7 | 6 | 1 | false | true | You are a storage administrator managing a pool of manufacturing data. Your automated backup systems have been failing due to a user accidentally creating recursive symlink loops in their project directories. You need to write a script to safely parse, clean, and verify the storage pool without getting trapped in infin... | schema_version = "1.1"
[task]
name = "tmax/task_000067_4de7b276"
description = "storage administrator managing disk space"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Transformation"
primitive_skills = ["Domain-specific format parsing (GCode, ELF, WAL)", "Text and binary file... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip tar\npip3 install pytest\n\nmkdir -p /home/user/storage_pool/proj1\nmkdir -p /home/user/stor... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000070_7e9ac837 | 5 | 4 | 1 | 0.8 | 0 | 0 | 0 | 5 | 4 | 1 | false | true | You are acting as a data scientist cleaning a raw log file of search queries. You need to process a dataset using standard Linux command-line tools (Bash, awk, sed, grep, sort, etc.).
Your input file is located at `/home/user/search_logs.txt`.
Each line in this file contains a timestamp, a user ID, and a raw search q... | schema_version = "1.1"
[task]
name = "tmax/task_000070_7e9ac837"
description = "data scientist cleaning datasets"
[metadata]
source = "legacy"
base_image = ""
domain = "data_processing"
skill_type = "Algorithmic"
primitive_skills = ["Rolling statistics computation", "Timestamp alignment and parsing", "Database bulk i... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gawk\n pip3 install pytest pandas\n\n useradd -m -s /bin/bash user || true\n mkdir ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000076_dbbf4aed | 8 | 7 | 1 | 0.875 | 0 | 0 | 0 | 8 | 7 | 1 | false | true | You are a platform engineer optimizing a CI/CD pipeline. One of the pipeline stages runs a dependency constraint solver to find compatible package versions. Currently, the validation step is entirely written in Python and is too slow to evaluate the large search space.
Your goal is to translate the core constraint ch... | schema_version = "1.1"
[task]
name = "tmax/task_000076_dbbf4aed"
description = "platform engineer maintaining CI/CD pipelines"
[metadata]
source = "legacy"
base_image = ""
domain = "software_engineering"
skill_type = "Mathematical"
primitive_skills = ["Code translation between languages", "FFI and cross-language inte... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc\n pip3 install pytest\n\n mkdir -p /home/user/pipeline\n cat << 'EOF' > /home/u... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000077_662ef3eb | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are an automation specialist managing an ETL pipeline. A daily data extraction job occasionally fails and retries, creating files with duplicated records. Furthermore, a recent upstream security incident resulted in malformed/malicious records occasionally appearing in the data dumps.
Your task is to create a C++ ... | schema_version = "1.1"
[task]
name = "tmax/task_000077_662ef3eb"
description = "automation specialist creating workflows"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_processing"
skill_type = "Data I/O"
primitive_skills = ["Hash-based deduplication", "Local-remote data transfer", "Normalization an... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000080_ddbe7813 | 5 | 4 | 1 | 0.8 | 0 | 0 | 0 | 5 | 4 | 1 | false | true | You are a log analyst investigating a recent system degradation. You have two sparse log files from different subsystems that you need to merge and normalize into a single, second-by-second timeline.
The two input files are located at:
1. `/home/user/temperature.csv`: Contains intermittent temperature readings.
For... | schema_version = "1.1"
[task]
name = "tmax/task_000080_ddbe7813"
description = "log analyst investigating patterns"
[metadata]
source = "legacy"
base_image = ""
domain = "data_processing"
skill_type = "String/Text"
primitive_skills = ["Resampling and gap-filling", "Interpolation and imputation", "Joins, merges, and u... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc\n pip3 install pytest\n\n mkdir -p /home/user\n\n cat << 'EOF' > /home/user/tem... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000081_1a68af8e | 3 | 1 | 2 | 0.333333 | 0 | 0 | 0 | 3 | 1 | 2 | false | true | You have been assigned to audit and secure a legacy file upload system. The system consists of three services: Nginx, a Flask application, and Redis. The current deployment is misconfigured and vulnerable to path traversal and malicious payload uploads.
Your objective is twofold:
1. Fix the service orchestration so th... | schema_version = "1.1"
[task]
name = "tmax/task_000081_1a68af8e"
description = "security auditor checking permissions"
[metadata]
source = "v2"
base_image = "intricate"
domain = "security"
skill_type = "Algorithmic"
primitive_skills = ["Payload encoding and decoding", "Certificate chain validation", "Encryption and d... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/compose/_perturbation.json",
"environment/_fixtures/app/fixtures/compose/nginx.conf",
"environment/_fixtures/app/fixtures/compose/server.py",
"environment/_fixtures/app/fixtures/compose/start.sh",
"environment/base_install.sh",
"environment/p... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/compo... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000088_96351511 | 5 | 4 | 1 | 0.8 | 0 | 0 | 0 | 5 | 4 | 1 | false | true | I am a researcher dealing with a batch of proprietary sensor datasets, and I need help automating my data extraction pipeline. Currently, my file lists are malformed, and I need a C++ program to safely extract binary headers and generate a verified manifest.
Please perform the following steps:
1. **Clean the File Li... | schema_version = "1.1"
[task]
name = "tmax/task_000088_96351511"
description = "researcher organizing datasets"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Data Parsing"
primitive_skills = ["Configuration file interpretation", "File locking and concurrent access", "Manifest a... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip g++ gawk coreutils\n pip3 install pytest\n\n mkdir -p /home/user/dataset\n\n cat <<... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000092_a7e4987d | 3 | 2 | 1 | 0.666667 | 0 | 0 | 0 | 3 | 2 | 1 | false | true | You need to implement a Configuration Drift Tracker that processes server configuration logs, calculates rolling aggregations, and schedules reports.
We have a legacy system specification stored as an image at `/app/config_spec.png`. This image contains two critical parameters written in plain text:
- `WINDOW_SIZE`: T... | schema_version = "1.1"
[task]
name = "tmax/task_000092_a7e4987d"
description = "configuration manager tracking changes"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_processing"
skill_type = "Algorithmic"
primitive_skills = ["Template-based text generation", "Windowed and rolling aggregation", "Pip... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000092_f4073751 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are acting as a red-team operator simulating an attack against a local testing environment.
A vulnerable Python web server is available at `/home/user/server.py` and its base upload directory is `/tmp/victim/uploads/`. The server runs on `http://127.0.0.1:8000`.
Your objective is to exploit a path traversal vul... | schema_version = "1.1"
[task]
name = "tmax/task_000092_f4073751"
description = "red-team operator crafting an evasion payload"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Systems"
primitive_skills = ["Payload encoding and decoding", "HTTP header and cookie inspection", "SSH hardenin... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip openssh-client\n pip3 install pytest requests\n\n # Create directories\n mkdir -p /... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000093_dd6ac4c1 | 5 | 2 | 3 | 0.4 | 0 | 0 | 0 | 5 | 2 | 3 | false | true | You are acting as a security auditor for a staging environment of a local web application. The development team has left the environment in an insecure state, and you need to secure it using Bash commands and scripts.
Complete the following phases to secure the environment:
**Phase 1: TLS/SSL Certificate Management**... | schema_version = "1.1"
[task]
name = "tmax/task_000093_dd6ac4c1"
description = "security auditor checking permissions"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Web Security"
primitive_skills = ["Sensitive data redaction", "File permission and access control", "Content security po... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip openssl\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir -p... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000097_601162e4 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are an engineer tasked with porting a high-performance URL filtering tool to a minimal container environment. Because standard tools like Nginx are not available, you must implement a lightweight Python reverse proxy that uses a custom-built C extension for high-speed URL path matching.
Your task consists of three... | schema_version = "1.1"
[task]
name = "tmax/task_000097_601162e4"
description = "engineer porting a Linux tool to work in a minimal container"
[metadata]
source = "legacy"
base_image = ""
domain = "software_engineering"
skill_type = "Algorithmic"
primitive_skills = ["Reverse proxy configuration", "Build system configu... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc make curl\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mk... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000099_1cd88af1 | 6 | 2 | 4 | 0.333333 | 0 | 0 | 0 | 6 | 2 | 4 | false | true | I need you to help me build a C-based data processing pipeline that reads CSV data, performs feature engineering, and validates model outputs.
We are using a third-party C library called `libcsv_ext` (version 1.0.0) to help parse the CSV records. The source code for this package is located at `/app/libcsv_ext-1.0.0`.... | schema_version = "1.1"
[task]
name = "tmax/task_000099_1cd88af1"
description = "data analyst processing CSV files"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_science"
skill_type = "Data Processing"
primitive_skills = ["Feature engineering and selection", "Data schema enforcement", "Model output ... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/minicalc/Makefile",
"environment/_fixtures/app/fixtures/minicalc/README.md",
"environment/_fixtures/app/fixtures/minicalc/_perturbation.json",
"environment/_fixtures/app/fixtures/minicalc/minicalc.c",
"environment/base_install.sh",
"environme... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/minic... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000100_49c09ea0 | 6 | 5 | 1 | 0.833333 | 0 | 0 | 0 | 6 | 5 | 1 | false | true | I am an open-source maintainer, and I'm reviewing a pull request that tries to modernize our analytics backend. The PR author has left the project, and the pipeline is broken. I need you to step in, fix the code, and get the CI pipeline passing.
The project workspace is located at `/home/user/pr_review`.
Here is what... | schema_version = "1.1"
[task]
name = "tmax/task_000100_49c09ea0"
description = "open-source maintainer reviewing a broken PR"
[metadata]
source = "legacy"
base_image = ""
domain = "software_engineering"
skill_type = "Testing"
primitive_skills = ["C/C++ memory safety and undefined behaviour repair", "Polyglot build or... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc make sqlite3\n pip3 install pytest\n\n mkdir -p /home/user/pr_review\n cd /home... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000106_eaf1670a | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are a data analyst tasked with processing an audio search query and finding the most relevant documents in a dataset.
You have been provided with the following files:
1. `/app/query.wav`: An audio recording of a user's search query.
2. `/app/vocab.csv`: A comma-separated file mapping words to their 5-dimensional e... | schema_version = "1.1"
[task]
name = "tmax/task_000106_eaf1670a"
description = "data analyst processing CSV files"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_science"
skill_type = "Algorithmic"
primitive_skills = ["Analysis environment setup", "Embedding computation and retrieval", "Pipeline rep... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/audio.label.txt",
"environment/_fixtures/app/fixtures/audio.wav",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/audio... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000112_935c2d2f | 5 | 4 | 1 | 0.8 | 0 | 0 | 0 | 5 | 4 | 1 | false | true | You are acting as a DevSecOps engineer implementing "policy as code" for a CI/CD pipeline. Developers frequently submit `sshd_config` files that are automatically parsed by a legacy shell script in the deployment pipeline. This legacy script is highly vulnerable to command injection.
Your task is to write a Python scr... | schema_version = "1.1"
[task]
name = "tmax/task_000112_935c2d2f"
description = "DevSecOps engineer enforcing policy as code"
[metadata]
source = "v2"
base_image = "intricate"
domain = "security"
skill_type = "Data Processing"
primitive_skills = ["Encryption and decryption", "Firewall and network policy configuration"... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000112_fefb47b8 | 6 | 3 | 3 | 0.5 | 4 | 1 | 3 | 2 | 2 | 0 | true | true | You are a security researcher analyzing a suspicious binary that exfiltrates mathematical parameters. You have recovered a network packet capture of the exfiltration and the decompiled Cython source code of the binary's encoding module, but the build environment is misconfigured.
Your workspace is located at `/home/us... | schema_version = "1.1"
[task]
name = "tmax/task_000112_fefb47b8"
description = "security researcher analysing a suspicious binary"
[metadata]
source = "legacy"
base_image = ""
domain = "debugging"
skill_type = "Mathematical"
primitive_skills = ["Build failure diagnosis", "Environment misconfiguration repair", "Networ... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip python3-dev build-essential\npip3 install pytest scapy cython numpy\n\nmkdir -p /home/user/w... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000113_5f736d5a | 5 | 2 | 3 | 0.4 | 4 | 1 | 3 | 1 | 1 | 0 | true | true | You are a build engineer responsible for migrating a legacy artifact testing pipeline to Python.
In `/home/user/workspace`, you will find:
1. A `src` directory containing a C++ file (`main.cpp`) and a Rust file (`main.rs`).
2. An artifact API server `server.py` that accepts artifact uploads. It requires specific head... | schema_version = "1.1"
[task]
name = "tmax/task_000113_5f736d5a"
description = "build engineer managing artifacts"
[metadata]
source = "legacy"
base_image = ""
domain = "software_engineering"
skill_type = "Testing"
primitive_skills = ["Request validation and rate limiting", "Code translation between languages", "Poly... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip g++ rustc nodejs\npip3 install pytest requests\n\nuseradd -m -s /bin/bash user || true\n\nmk... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000115_a01c565c | 7 | 6 | 1 | 0.857143 | 0 | 0 | 0 | 7 | 6 | 1 | false | true | You are tasked with diagnosing and fixing a failing systemd user service on this machine.
A systemd user service named `obfuscate-backup.service` was set up to periodically back up obfuscated file names, but it is currently failing to start. By inspecting the service logs, you will discover that it is failing because ... | schema_version = "1.1"
[task]
name = "tmax/task_000115_a01c565c"
description = "engineer diagnosing why a systemd service fails to start"
[metadata]
source = "v2"
base_image = "intricate"
domain = "system_administration"
skill_type = "Filesystem"
primitive_skills = ["Robust script writing with error handling", "Conne... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000119_84a08499 | 5 | 4 | 1 | 0.8 | 0 | 0 | 0 | 5 | 4 | 1 | false | true | You are a mobile build engineer maintaining a CI/CD pipeline. One of the pipeline steps relies on a custom C utility, `manifest_parser`, to deserialize binary-like configuration files (key-value pairs) into JSON for downstream web services. Recently, security scans flagged this utility for memory safety vulnerabilities... | schema_version = "1.1"
[task]
name = "tmax/task_000119_84a08499"
description = "mobile build engineer maintaining pipelines"
[metadata]
source = "legacy"
base_image = ""
domain = "software_engineering"
skill_type = "Web Security"
primitive_skills = ["C/C++ memory safety and undefined behaviour repair", "Serialization... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc make build-essential\n pip3 install pytest\n\n mkdir -p /home/user/pipeline\n c... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000121_264aae5e | 3 | 2 | 1 | 0.666667 | 0 | 0 | 0 | 3 | 2 | 1 | false | true | You are acting as a technical assistant to a compliance officer. We are currently auditing our internal access control systems.
We have an in-house auditing tool written in C (`/home/user/audit_tool.c`) that queries a SQLite database (`/home/user/audit.db`). The tool is supposed to take a username as a command-line a... | schema_version = "1.1"
[task]
name = "tmax/task_000121_264aae5e"
description = "compliance officer auditing systems"
[metadata]
source = "legacy"
base_image = ""
domain = "data_querying"
skill_type = "Data Comprehension"
primitive_skills = ["Data model reverse engineering", "Knowledge graph pattern matching", "Cross-... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip sqlite3 libsqlite3-dev gcc\n pip3 install pytest\n\n useradd -m -s /bin/bash user || t... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000125_66da44d3 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are tasked with migrating a legacy numerical state machine. The original implementation was written in Python 2, but we need to port the logic to a pure Bash script for our new lightweight build system.
Unfortunately, the original source code we recovered, `/app/legacy/machine.py`, is incomplete—the initial seed v... | schema_version = "1.1"
[task]
name = "tmax/task_000125_66da44d3"
description = "developer migrating from Python 2 to Python 3"
[metadata]
source = "v2"
base_image = "intricate"
domain = "software_engineering"
skill_type = "Mathematical"
primitive_skills = ["State machine and parser construction", "Numerical algorithm... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/video.label.txt",
"environment/_fixtures/app/fixtures/video.mp4",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/video... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000127_7c28cce2 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are a security engineer responding to an incident. We suspect an administrative access token was leaked over an insecure voice channel, and that our audio upload endpoint is vulnerable to path traversal.
Your objectives are to analyze the leaked audio, rotate the compromised credential, and secure the upload handl... | schema_version = "1.1"
[task]
name = "tmax/task_000127_7c28cce2"
description = "security engineer rotating credentials"
[metadata]
source = "v2"
base_image = "intricate"
domain = "security"
skill_type = "Testing"
primitive_skills = ["HTTP header and cookie inspection", "Process isolation and sandboxing", "File permis... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/audio.label.txt",
"environment/_fixtures/app/fixtures/audio.wav",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/audio... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000131_f54cfb8c | 5 | 1 | 4 | 0.2 | 4 | 1 | 3 | 1 | 0 | 1 | true | true | You are a DevSecOps engineer tasked with enforcing policy-as-code baselines on a local application deployment. You need to write a Bash script that audits various components of the application for security vulnerabilities.
Create a Bash script at `/home/user/audit_policy.sh` and execute it. The script must perform the... | schema_version = "1.1"
[task]
name = "tmax/task_000131_f54cfb8c"
description = "DevSecOps engineer enforcing policy as code"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Testing"
primitive_skills = ["File permission and access control", "Service auditing and port scanning", "Encrypti... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip openssl jq coreutils\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000135_dbed4594 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are a platform engineer responsible for maintaining our custom CI/CD pipeline orchestrator. We have a legacy system that defines microservices, their versions, and their build dependencies in a JSON configuration file.
Recently, a developer submitted a patch (`/home/user/ci_update.patch`) to update the versions i... | schema_version = "1.1"
[task]
name = "tmax/task_000135_dbed4594"
description = "platform engineer maintaining CI/CD pipelines"
[metadata]
source = "legacy"
base_image = ""
domain = "software_engineering"
skill_type = "Systems"
primitive_skills = ["Diff and patch processing", "Semantic version comparison", "Build syst... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip patch\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'EO... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000137_23bd1dde | 3 | 1 | 2 | 0.333333 | 0 | 0 | 0 | 3 | 1 | 2 | false | true | You are a support engineer investigating a recurring crash in our audio telemetry pipeline. The pipeline crashes sporadically due to floating-point precision loss triggering an assertion failure deep inside a legacy proprietary library.
You have been given two artifacts to start your investigation:
1. `/app/voicemail... | schema_version = "1.1"
[task]
name = "tmax/task_000137_23bd1dde"
description = "support engineer collecting diagnostics"
[metadata]
source = "v2"
base_image = "intricate"
domain = "debugging"
skill_type = "Algorithmic"
primitive_skills = ["Assertion-based intermediate validation", "Memory dump analysis and string ext... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/audio.label.txt",
"environment/_fixtures/app/fixtures/audio.wav",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/audio... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000138_e5f9026c | 6 | 5 | 1 | 0.833333 | 0 | 0 | 0 | 6 | 5 | 1 | false | true | You are a data scientist analyzing astronomical spectroscopy data to find the parameters of an emission line.
You have been given a raw observational dataset at `/home/user/raw_spectra.txt` and a Go program `/home/user/mcmc_fitter.go` which uses Markov Chain Monte Carlo (MCMC) to estimate the posterior distribution o... | schema_version = "1.1"
[task]
name = "tmax/task_000138_e5f9026c"
description = "data scientist fitting models"
[metadata]
source = "legacy"
base_image = ""
domain = "scientific_computing"
skill_type = "Data Processing"
primitive_skills = ["Spectroscopy and signal data processing", "MCMC sampling and posterior estimat... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip golang-go\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cd /ho... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000143_91a9a57b | 3 | 1 | 2 | 0.333333 | 0 | 0 | 0 | 3 | 1 | 2 | false | true | You are an MLOps engineer debugging a feature engineering pipeline written in C.
The pipeline tracks experiment artifacts and attempts to find the most similar historical experiment (Reference) for each new experiment (Query) based on two extracted performance metrics: `cpu_time` and `memory_usage`.
To compute the s... | schema_version = "1.1"
[task]
name = "tmax/task_000143_91a9a57b"
description = "MLOps engineer tracking experiment artifacts"
[metadata]
source = "legacy"
base_image = ""
domain = "data_science"
skill_type = "Mathematical"
primitive_skills = ["Reproducible pipeline construction", "Feature engineering and selection", ... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc libc6-dev\npip3 install pytest\n\nmkdir -p /home/user\ncd /home/user\n\ncat << 'EOF' > /... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000146_f95c44d7 | 11 | 9 | 2 | 0.818182 | 4 | 3 | 1 | 7 | 6 | 1 | true | true | You are tasked with building a robust data extraction and aggregation step for an ETL pipeline in C.
A upstream system has dumped a dataset into `/home/user/data.csv`. The file contains 500,000 rows of telemetry data with a header row `id,value`.
- `id` is a standard 32-bit integer.
- `value` is a 64-bit signed inte... | schema_version = "1.1"
[task]
name = "tmax/task_000146_f95c44d7"
description = "data engineer building ETL pipelines"
[metadata]
source = "legacy"
base_image = ""
domain = "data_science"
skill_type = "Mathematical"
primitive_skills = ["Large-scale data storage management", "ETL pipeline construction", "Analysis envir... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc\n pip3 install pytest\n\n mkdir -p /home/user\n\n cat << 'EOF' > /home/user/gen... | [
"utf-8",
"utf-8",
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000147_436bd973 | 4 | 2 | 2 | 0.5 | 0 | 0 | 0 | 4 | 2 | 2 | false | true | You are a network security engineer investigating a recent intrusion. You have been provided with an HTTP traffic log file located at `/home/user/traffic_capture.json`. The log contains an array of JSON objects representing HTTP requests.
The attacker successfully bypassed authentication and dropped a malicious payloa... | schema_version = "1.1"
[task]
name = "tmax/task_000147_436bd973"
description = "network engineer inspecting traffic"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Data Processing"
primitive_skills = ["Cryptanalysis (differential, linear)", "Payload encoding and decoding", "Binary form... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip jq\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'EOF' ... | [
"utf-8",
"utf-8",
"utf-8",
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000148_13b866f9 | 6 | 4 | 2 | 0.666667 | 0 | 0 | 0 | 6 | 4 | 2 | false | true | You are an AI assistant helping a technical writer who organizes documentation for a firmware engineering team.
The team receives automated documentation drops as zip archives in `/home/user/docs_incoming/`. These archives contain Markdown documentation, firmware binaries (`.elf` files), and 3D printer artifacts (`.gc... | schema_version = "1.1"
[task]
name = "tmax/task_000148_13b866f9"
description = "technical writer organizing documentation"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Data Parsing"
primitive_skills = ["Format conversion between file types", "File locking and concurrent access... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'EOF' > /... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000158_92c30a27 | 5 | 1 | 4 | 0.2 | 4 | 0 | 4 | 1 | 1 | 0 | true | true | You are acting as a backup administrator who needs to archive a set of multi-line transaction logs into a highly compact, custom binary format.
Your task is to write a C program that recursively traverses a specific directory, parses multi-line text logs, converts the data into a binary structure, and saves it to an a... | schema_version = "1.1"
[task]
name = "tmax/task_000158_92c30a27"
description = "backup administrator archiving data"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Archives"
primitive_skills = ["Recursive directory traversal", "Multi-line log record parsing", "Format conversion ... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip build-essential\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000161_931b8abb | 6 | 5 | 1 | 0.833333 | 0 | 0 | 0 | 6 | 5 | 1 | false | true | You are acting as a security auditor performing a security assessment on an internal server. I need your help to audit the SSH configuration, check the permissions of SSH keys, and test a custom authentication flow using a Python service.
Please perform the following tasks:
1. **SSH Configuration Audit:**
An SSH c... | schema_version = "1.1"
[task]
name = "tmax/task_000161_931b8abb"
description = "security auditor checking permissions"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Testing"
primitive_skills = ["Payload encoding and decoding", "SSH hardening and key management", "Authentication flow t... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir -p /home/u... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000172_491b60ca | 5 | 3 | 2 | 0.6 | 0 | 0 | 0 | 5 | 3 | 2 | false | true | You are a Machine Learning Engineer tasked with building a lightweight, Bash-orchestrated ETL and hyperparameter tuning pipeline for a text retrieval system.
Your goal is to prepare the data, reduce the dimensionality of the embeddings, and find the best hyperparameters using Bash scripts.
**Initial State:**
You have... | schema_version = "1.1"
[task]
name = "tmax/task_000172_491b60ca"
description = "machine learning engineer preparing training data"
[metadata]
source = "legacy"
base_image = ""
domain = "data_science"
skill_type = "Algorithmic"
primitive_skills = ["ETL pipeline construction", "Cross-validation and hyperparameter tunin... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'EOF' > /... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000173_27f3fc33 | 4 | 2 | 2 | 0.5 | 0 | 0 | 0 | 4 | 2 | 2 | false | true | You are a deployment engineer rolling out updates for a multi-service VM environment.
You have two objectives to complete:
1. **Fix the Vendored Deployment Tool**
We use a custom tool called `vmm-deploy` to generate idempotent deployment scripts. The source code for version 0.5.0 is pre-vendored at `/app/vmm-deploy-... | schema_version = "1.1"
[task]
name = "tmax/task_000173_27f3fc33"
description = "deployment engineer rolling out updates"
[metadata]
source = "v2"
base_image = "intricate"
domain = "system_administration"
skill_type = "Shell Scripting"
primitive_skills = ["Virtualization and VM management (QEMU, VNC)", "Rolling and st... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/minicalc/Makefile",
"environment/_fixtures/app/fixtures/minicalc/README.md",
"environment/_fixtures/app/fixtures/minicalc/_perturbation.json",
"environment/_fixtures/app/fixtures/minicalc/minicalc.c",
"environment/base_install.sh",
"environme... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/minic... | [
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"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000173_b541a98a | 4 | 3 | 1 | 0.75 | 0 | 0 | 0 | 4 | 3 | 1 | false | true | You are a Database Reliability Engineer (DBRE) tasked with optimizing and extracting data from a local backup catalog database.
We maintain an SQLite database at `/home/user/backup_catalog.db` that logs all our automated backup jobs and the files they contain.
The database has two tables:
1. `jobs`
- `id` (INTEG... | schema_version = "1.1"
[task]
name = "tmax/task_000173_b541a98a"
description = "database reliability engineer managing backups"
[metadata]
source = "legacy"
base_image = ""
domain = "data_querying"
skill_type = "Query Construction"
primitive_skills = ["Schema analysis and relationship mapping", "Query plan interpreta... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip sqlite3 jq\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000183_b7eabe12 | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are tasked with building a high-performance configuration validation pipeline for a massive network infrastructure. We have a daily dump of device configurations, but some of them are corrupted, outdated, or maliciously modified.
You must write a Bash script at `/home/user/process_configs.sh` that acts as a robus... | schema_version = "1.1"
[task]
name = "tmax/task_000183_b7eabe12"
description = "configuration manager tracking changes"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_processing"
skill_type = "Manipulation"
primitive_skills = ["Large-scale sorting and grouping", "Parallel data processing", "Validati... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/binary.algo.txt",
"environment/_fixtures/app/fixtures/oracle",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/oracl... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000187_5174ced9 | 5 | 3 | 2 | 0.6 | 0 | 0 | 0 | 5 | 3 | 2 | false | true | You are an automation specialist building a robust data pipeline. We have a continuous feed of transaction data stored in a large JSONL (JSON Lines) file located at `/home/user/telemetry.jsonl`. Because this file can grow very large in production, your solution must stream the file (process it line-by-line) rather than... | schema_version = "1.1"
[task]
name = "tmax/task_000187_5174ced9"
description = "automation specialist creating workflows"
[metadata]
source = "legacy"
base_image = ""
domain = "data_processing"
skill_type = "Manipulation"
primitive_skills = ["Anomaly and changepoint detection", "Constraint-based data validation", "La... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'EOF' > /... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000188_263dbd4b | 7 | 6 | 1 | 0.857143 | 0 | 0 | 0 | 7 | 6 | 1 | false | true | You are a cloud architect migrating services to a new infrastructure. As part of this migration, we have a legacy local daemon written in C that initiates data syncs, but it unfortunately only accepts interactive input.
You need to automate interactions with this daemon using `expect` and schedule it.
Here are your ... | schema_version = "1.1"
[task]
name = "tmax/task_000188_263dbd4b"
description = "cloud architect migrating services"
[metadata]
source = "legacy"
base_image = ""
domain = "system_administration"
skill_type = "Shell Scripting"
primitive_skills = ["Scheduled task configuration (cron, timers)", "Virtualization and VM man... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc expect\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat <... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000192_d749518b | 8 | 6 | 2 | 0.75 | 0 | 0 | 0 | 8 | 6 | 2 | false | true | You are a performance engineer profiling a data processing application. We have a C++ application that performs linear regression (curve fitting) on a large generated dataset using OpenMP for parallelization.
The source code is located at `/home/user/regression.cpp`.
Currently, the program produces slightly differe... | schema_version = "1.1"
[task]
name = "tmax/task_000192_d749518b"
description = "performance engineer profiling applications"
[metadata]
source = "legacy"
base_image = ""
domain = "scientific_computing"
skill_type = "Data Processing"
primitive_skills = ["Curve fitting and regression", "Parallel computing setup (MPI, O... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip g++ libomp-dev\n pip3 install pytest\n\n mkdir -p /home/user\n\n cat << 'EOF' > /ho... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000200_1f9e7a84 | 4 | 2 | 2 | 0.5 | 0 | 0 | 0 | 4 | 2 | 2 | false | true | You are investigating an issue in a long-running data-processing service written in Bash.
The service is located at `/home/user/service.sh`. It processes a continuous stream of numeric data from `/home/user/stream.txt`.
Users have reported two major issues:
1. **Memory Leak**: The service's memory usage grows unbou... | schema_version = "1.1"
[task]
name = "tmax/task_000200_1f9e7a84"
description = "engineer investigating a memory leak in a long-running service"
[metadata]
source = "legacy"
base_image = ""
domain = "debugging"
skill_type = "Mathematical"
primitive_skills = ["System call tracing", "Intermediate state tracing", "Numeri... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gawk\n pip3 install pytest\n\n mkdir -p /home/user\n\n cat << 'EOF' > /home/user/ge... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000207_96bb8ebb | 2 | 1 | 1 | 0.5 | 0 | 0 | 0 | 2 | 1 | 1 | false | true | You are acting as a data science assistant for a physics researcher who is organizing datasets derived from video recordings of a fluid dynamics experiment.
We have a raw video recording of the experiment located at `/app/experiment_run.mp4`. We also have two datasets of pre-extracted feature vectors (describing part... | schema_version = "1.1"
[task]
name = "tmax/task_000207_96bb8ebb"
description = "researcher organizing datasets"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_science"
skill_type = "Testing"
primitive_skills = ["Classification and regression", "Feature engineering and selection", "Sampling and boots... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/video.label.txt",
"environment/_fixtures/app/fixtures/video.mp4",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/video... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000210_f96145b4 | 12 | 8 | 4 | 0.666667 | 4 | 3 | 1 | 8 | 5 | 3 | true | true | You have been assigned to perform a security audit on a local file upload handler script.
The target system has the following setup:
- The upload handler script is located at `/home/user/upload_handler.py`. It simulates a backend endpoint that accepts a token, a filename, and base64-encoded file content as command-li... | schema_version = "1.1"
[task]
name = "tmax/task_000210_f96145b4"
description = "security auditor checking permissions"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Web Security"
primitive_skills = ["Payload encoding and decoding", "Token generation and validation", "CWE identificatio... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n mkdir -p /home/user/target_dir\n mkdir -p /home/user/prot... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000211_2ea76b8c | 8 | 7 | 1 | 0.875 | 0 | 0 | 0 | 8 | 7 | 1 | false | true | You are a capacity planner building a resilient resource utilization logger. Your goal is to write, compile, and deploy a C++ monitoring daemon managed by a custom bash process supervisor, properly configured for localized timezone reporting and strict access controls.
Perform the following tasks:
1. **Workspace and ... | schema_version = "1.1"
[task]
name = "tmax/task_000211_2ea76b8c"
description = "capacity planner analyzing resource usage"
[metadata]
source = "legacy"
base_image = ""
domain = "system_administration"
skill_type = "Deployment"
primitive_skills = ["Locale and timezone configuration", "Permission and ACL management", "... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n apt-get install -y iproute2 acl g++ gawk procps tzdata\n\n ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000218_4fc19324 | 5 | 4 | 1 | 0.8 | 0 | 0 | 0 | 5 | 4 | 1 | false | true | You are tasked with setting up a Git-based task automation system to manage user accounts. As a site administrator, you want to manage users by pushing a `users.json` file to a Git repository, which then automatically generates a bash script with the required user account and group administration commands.
Since you ... | schema_version = "1.1"
[task]
name = "tmax/task_000218_4fc19324"
description = "site administrator managing user accounts"
[metadata]
source = "legacy"
base_image = ""
domain = "system_administration"
skill_type = "Process/Service"
primitive_skills = ["Git server and hook configuration", "User account and group admin... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip git\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n chmod -R 777 /... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000219_29fc23c7 | 8 | 1 | 7 | 0.125 | 0 | 0 | 0 | 8 | 1 | 7 | false | true | You are a Database Reliability Engineer (DBRE) tasked with validating our new backup dependency graphs. Our microservices generate complex cross-representation data (mixing relational tables, document stores, and graph edges) that must be backed up in a specific dependency order to maintain consistency.
Recently, a se... | schema_version = "1.1"
[task]
name = "tmax/task_000219_29fc23c7"
description = "database reliability engineer managing backups"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_querying"
skill_type = "Graph Processing"
primitive_skills = ["Cross-representation mapping (relational, document, graph)", "... | [
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"environment/_fixtures/app/fixtures/audio.label.txt",
"environment/_fixtures/app/fixtures/audio.wav",
"environment/base_install.sh",
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"instruction.md",
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] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/audio... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000223_c367d06d | 8 | 6 | 2 | 0.75 | 0 | 0 | 0 | 8 | 6 | 2 | false | true | You are a log analyst investigating strange patterns in a new system's logs. The logs are delivered as JSON lines, but the text parsing logic has been lost, save for a screenshot of the original specification.
You need to write a Python script located at `/home/user/process_log.py` that processes a single JSON log ent... | schema_version = "1.1"
[task]
name = "tmax/task_000223_c367d06d"
description = "log analyst investigating patterns"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_processing"
skill_type = "Data I/O"
primitive_skills = ["Summary statistics and aggregation", "Distance and similarity computation", "Lar... | [
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"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
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"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000224_af397be3 | 8 | 4 | 4 | 0.5 | 0 | 0 | 0 | 8 | 4 | 4 | false | true | You are a performance engineer investigating a spectroscopy simulation tool that is reportedly producing non-reproducible results. The simulation is supposed to generate a synthetic absorption spectrum, but scientists are complaining that the exact peak of the spectrum shifts slightly between runs, breaking their autom... | schema_version = "1.1"
[task]
name = "tmax/task_000224_af397be3"
description = "performance engineer profiling applications"
[metadata]
source = "legacy"
base_image = ""
domain = "scientific_computing"
skill_type = "Testing"
primitive_skills = ["Spectroscopy and signal data processing", "Scientific software compilati... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc\n pip3 install pytest scipy\n\n useradd -m -s /bin/bash user || true\n mkdir -p... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000225_ae1b708c | 8 | 3 | 5 | 0.375 | 0 | 0 | 0 | 8 | 3 | 5 | false | true | A previous graduate student left behind an incomplete pipeline for calculating the spectral power of molecular trajectories. Our results have been highly inconsistent across different cluster architectures due to floating-point addition non-associativity when computing the total spectral power.
We need you to build a ... | schema_version = "1.1"
[task]
name = "tmax/task_000225_ae1b708c"
description = "researcher running simulations"
[metadata]
source = "v2"
base_image = "intricate"
domain = "scientific_computing"
skill_type = "Mathematical"
primitive_skills = ["Experimental data visualization", "Bioinformatics format parsing (FASTA, PD... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
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"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000227_6ef5407e | 8 | 3 | 5 | 0.375 | 0 | 0 | 0 | 8 | 3 | 5 | false | true | As a Database Reliability Engineer, you are responsible for managing backup pipelines. You need to automate the generation of backup manifests by querying a metadata database to determine which tables have changed or are affected by upstream changes.
You have a SQLite database at `/home/user/backup_meta.db` containing... | schema_version = "1.1"
[task]
name = "tmax/task_000227_6ef5407e"
description = "database reliability engineer managing backups"
[metadata]
source = "legacy"
base_image = ""
domain = "data_querying"
skill_type = "Query Construction"
primitive_skills = ["Complex joins and subqueries", "NoSQL aggregation pipelines", "Sc... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc sqlite3 libsqlite3-dev\n pip3 install pytest\n\n mkdir -p /home/user\n\n sqlite... | [
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"utf-8",
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"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000230_bd938722 | 8 | 7 | 1 | 0.875 | 0 | 0 | 0 | 8 | 7 | 1 | false | true | We are experiencing issues with our configuration management ETL pipeline. Network retries have caused duplicate configuration records to be ingested into our system, and we need a streaming deduplication service to process the logs and maintain the correct current state.
Please build a Python-based HTTP server that f... | schema_version = "1.1"
[task]
name = "tmax/task_000230_bd938722"
description = "configuration manager tracking changes"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_processing"
skill_type = "String/Text"
primitive_skills = ["Large-file streaming", "Pipeline logging and monitoring", "Multi-format f... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
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"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000231_d6b7569c | 8 | 4 | 4 | 0.5 | 0 | 0 | 0 | 8 | 4 | 4 | false | true | You are helping a developer organize and secure a new project file delivery system. The project uses a custom text-based "manifest" format to describe file chunks that need to be merged together. Recently, a security researcher pointed out that our automated extraction system is vulnerable to "zip slip" style directory... | schema_version = "1.1"
[task]
name = "tmax/task_000231_d6b7569c"
description = "developer organizing project files"
[metadata]
source = "v2"
base_image = "intricate"
domain = "file_operations"
skill_type = "File I/O"
primitive_skills = ["File splitting, merging, and chunking", "Manifest and checksum generation", "Fil... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/audio.label.txt",
"environment/_fixtures/app/fixtures/audio.wav",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/audio... | [
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"base64",
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"utf-8",
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"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000232_ca1072ad | 8 | 5 | 3 | 0.625 | 0 | 0 | 0 | 8 | 5 | 3 | false | true | You are helping a data science researcher organize and debug their multi-source C++ inference pipeline.
The researcher has written a script, `/home/user/pipeline.cpp`, which reads two datasets (`/home/user/dataset_A.csv` and `/home/user/dataset_B.csv`), joins them on the `id` column, performs a mean-centering feature... | schema_version = "1.1"
[task]
name = "tmax/task_000232_ca1072ad"
description = "researcher organizing datasets"
[metadata]
source = "legacy"
base_image = ""
domain = "data_science"
skill_type = "Systems"
primitive_skills = ["Hypothesis testing and confidence intervals", "Multi-source data joining", "Inference perform... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip g++\n pip3 install pytest pandas scipy\n\n useradd -m -s /bin/bash user || true\n\n ... | [
"utf-8",
"utf-8",
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"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000233_d41cee2b | 8 | 1 | 7 | 0.125 | 0 | 0 | 0 | 8 | 1 | 7 | false | true | You are an automation specialist for a remote monitoring facility. We receive daily telemetry reports via automated radio transmissions, which are recorded as audio files. Your task is to build an automated multi-stage ETL pipeline to process these audio logs into clean, aggregated data.
Here is your assignment:
1. *... | schema_version = "1.1"
[task]
name = "tmax/task_000233_d41cee2b"
description = "automation specialist creating workflows"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_processing"
skill_type = "Systems"
primitive_skills = ["Interpolation and imputation", "Summary statistics and aggregation", "Multi... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/audio.label.txt",
"environment/_fixtures/app/fixtures/audio.wav",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/audio... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000234_dc2d9846 | 8 | 6 | 2 | 0.75 | 0 | 0 | 0 | 8 | 6 | 2 | false | true | You are an IT support technician tasked with resolving a bug in a critical system utility used for file validation. The utility `hasher` has been crashing or returning incorrect values, particularly when handling filenames with spaces.
Your objectives:
1. **Analyze the Requirements**: An image of the original requirem... | schema_version = "1.1"
[task]
name = "tmax/task_000234_dc2d9846"
description = "IT support technician resolving tickets"
[metadata]
source = "v2"
base_image = "intricate"
domain = "debugging"
skill_type = "Debugging"
primitive_skills = ["Formula implementation correction", "Memory dump analysis and string extraction"... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000235_c8d81611 | 8 | 5 | 3 | 0.625 | 0 | 0 | 0 | 8 | 5 | 3 | false | true | Hello IT Support,
We have an urgent ticket (TICKET-9921) regarding the migration of our legacy data transformation service.
Historically, we used a compiled C binary located at `/app/legacy_transformer` to parse our custom pipe-and-colon delimited data formats into JSON. We are trying to replace this with a modern Py... | schema_version = "1.1"
[task]
name = "tmax/task_000235_c8d81611"
description = "IT support technician resolving tickets"
[metadata]
source = "v2"
base_image = "intricate"
domain = "debugging"
skill_type = "Debugging"
primitive_skills = ["Dependency conflict resolution", "Data transformation diff analysis", "Fuzz test... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/binary.algo.txt",
"environment/_fixtures/app/fixtures/oracle",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/oracl... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000235_d861beea | 8 | 3 | 5 | 0.375 | 0 | 0 | 0 | 8 | 3 | 5 | false | true | You are acting as a performance engineer who needs to profile and analyze the response times of a critical microservice based on system metrics.
You have been provided with a raw CSV log file at `/home/user/perf_data.csv`. The file contains 1000 rows of observational data with the following columns: `timestamp, cpu_u... | schema_version = "1.1"
[task]
name = "tmax/task_000235_d861beea"
description = "performance engineer profiling applications"
[metadata]
source = "legacy"
base_image = ""
domain = "scientific_computing"
skill_type = "Data Processing"
primitive_skills = ["Statistical hypothesis comparison", "MCMC sampling and posterior... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc liblapacke-dev\n pip3 install pytest numpy pandas\n\n useradd -m -s /bin/bash user... | [
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"utf-8",
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000236_54686d44 | 8 | 3 | 5 | 0.375 | 0 | 0 | 0 | 8 | 3 | 5 | false | true | You are an incident response security engineer. A recent breach was captured on a compromised server's screen recording, and the attacker managed to lock our credential vault using our own old master key before dropping a malicious payload. You must recover the key, rotate the credentials, analyze the payload, and depl... | schema_version = "1.1"
[task]
name = "tmax/task_000236_54686d44"
description = "security engineer rotating credentials"
[metadata]
source = "v2"
base_image = "intricate"
domain = "security"
skill_type = "Systems"
primitive_skills = ["Process isolation and sandboxing", "File permission and access control", "Encryption... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/video.label.txt",
"environment/_fixtures/app/fixtures/video.mp4",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/video... | [
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] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000237_70419e8a | 8 | 4 | 4 | 0.5 | 0 | 0 | 0 | 8 | 4 | 4 | false | true | You are tasked with organizing and fixing a partially migrated Python web project that relies on a vendored C library for secure URL path normalization. The previous developer left the project in a broken state due to a circular dependency in the build system and incomplete Python routing logic.
Your objectives:
1. *... | schema_version = "1.1"
[task]
name = "tmax/task_000237_70419e8a"
description = "developer organizing project files"
[metadata]
source = "v2"
base_image = "intricate"
domain = "software_engineering"
skill_type = "Web Security"
primitive_skills = ["C program compilation, debugging, and Makefile repair", "URL routing an... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/minicalc/Makefile",
"environment/_fixtures/app/fixtures/minicalc/README.md",
"environment/_fixtures/app/fixtures/minicalc/_perturbation.json",
"environment/_fixtures/app/fixtures/minicalc/minicalc.c",
"environment/base_install.sh",
"environme... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/minic... | [
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"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000237_a4f6b704 | 8 | 7 | 1 | 0.875 | 0 | 0 | 0 | 8 | 7 | 1 | false | true | You are a researcher organizing a dataset of embeddings. You have written a Rust program to process a dataset of 100 items, each represented by a 5-dimensional numerical vector.
The current program reads the data, centers the features by subtracting the column means, and then splits the data into a training set (firs... | schema_version = "1.1"
[task]
name = "tmax/task_000237_a4f6b704"
description = "researcher organizing datasets"
[metadata]
source = "legacy"
base_image = ""
domain = "data_science"
skill_type = "Testing"
primitive_skills = ["Linear algebra for data analysis", "Embedding computation and retrieval", "Analysis environme... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip rustc cargo curl\n pip3 install pytest\n\n mkdir -p /home/user/dataset_organizer/data\... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000238_6628b059 | 8 | 1 | 7 | 0.125 | 0 | 0 | 0 | 8 | 1 | 7 | false | true | I am a compliance officer auditing a legacy system, and I've been given a bare SQLite database file at `/home/user/compliance.db`. Unfortunately, the original developers left no documentation about the schema or table names.
We suspect some users are attempting to structure large transactions to avoid detection. I ne... | schema_version = "1.1"
[task]
name = "tmax/task_000238_6628b059"
description = "compliance officer auditing systems"
[metadata]
source = "legacy"
base_image = ""
domain = "data_querying"
skill_type = "Query Construction"
primitive_skills = ["Data model reverse engineering", "Query-to-pipeline chaining", "Window funct... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip sqlite3\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n sqlite3 ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000241_547763df | 8 | 7 | 1 | 0.875 | 0 | 0 | 0 | 8 | 7 | 1 | false | true | You are an on-call DevOps engineer. A critical background process that continuously records financial transaction data was running on your machine, but a junior developer accidentally ran `rm -rf` on the log directory `/home/user/data/`.
The background process is still running, which means the deleted log file is sti... | schema_version = "1.1"
[task]
name = "tmax/task_000241_547763df"
description = "DevOps engineer debugging logs"
[metadata]
source = "legacy"
base_image = ""
domain = "debugging"
skill_type = "Debugging"
primitive_skills = ["Deleted file recovery and filesystem inspection", "Precision loss tracking", "Corrupted input ... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip procps\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'E... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000242_341bf3b8 | 8 | 3 | 5 | 0.375 | 0 | 0 | 0 | 8 | 3 | 5 | false | true | You are an experimental data scientist working on a novel laser spectroscopy setup. Your detection apparatus doesn't produce standard arrays; instead, it outputs an raw video feed of a luminescent sensor element as the laser sweeps across a frequency range.
You have been provided with an experimental recording at `/a... | schema_version = "1.1"
[task]
name = "tmax/task_000242_341bf3b8"
description = "data scientist fitting models"
[metadata]
source = "v2"
base_image = "intricate"
domain = "scientific_computing"
skill_type = "Data Processing"
primitive_skills = ["Analytical solution validation", "Notebook-based workflow orchestration",... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/video.label.txt",
"environment/_fixtures/app/fixtures/video.mp4",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/video... | [
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"base64",
"utf-8",
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"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000245_e94e81ce | 12 | 7 | 5 | 0.583333 | 4 | 4 | 0 | 8 | 3 | 5 | true | true | I need a Python script to act as a configuration manager that tracks changes between a live directory and a baseline backup archive.
Please create a Python script at `/home/user/sync_configs.py` that performs the following steps when executed:
1. **Archive Integrity & Extraction**: Validate that the baseline archive... | schema_version = "1.1"
[task]
name = "tmax/task_000245_e94e81ce"
description = "configuration manager tracking changes"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "Archives"
primitive_skills = ["File watching and change detection", "Archive integrity verification", "Text tran... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\npip3 install pytest\n\nmkdir -p /home/user/live_config\nmkdir -p /home/user/baseline_temp\n... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000246_a6a1a315 | 4 | 3 | 1 | 0.75 | 0 | 0 | 0 | 4 | 3 | 1 | false | true | You are a network security engineer investigating a custom login server. Recently, suspicious traffic has been hitting the server, and there are reports of an open redirect vulnerability and sensitive data leakage.
You have been given two files in your home directory (`/home/user/`):
1. `server_bin`: The compiled bin... | schema_version = "1.1"
[task]
name = "tmax/task_000246_a6a1a315"
description = "network engineer inspecting traffic"
[metadata]
source = "legacy"
base_image = ""
domain = "security"
skill_type = "Data Processing"
primitive_skills = ["Content security policy enforcement", "HTTP header and cookie inspection", "Sensitiv... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc golang\n pip3 install pytest\n\n mkdir -p /home/user\n\n cat << 'EOF' > /home/u... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000247_8bbba731 | 8 | 3 | 5 | 0.375 | 0 | 0 | 0 | 8 | 3 | 5 | false | true | You are a FinOps analyst tasked with optimizing cloud storage costs. The CI/CD pipelines are generating large build artifacts and logs, causing storage costs to balloon. You need to implement an automated storage lifecycle pipeline using Bash that enforces a strict directory size quota by archiving older files. To ensu... | schema_version = "1.1"
[task]
name = "tmax/task_000247_8bbba731"
description = "FinOps analyst optimizing cloud costs"
[metadata]
source = "legacy"
base_image = ""
domain = "system_administration"
skill_type = "Filesystem"
primitive_skills = ["Rolling and staged deployments", "Reverse proxy and load balancer setup", ... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir -p /home/u... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000247_a73d544f | 8 | 1 | 7 | 0.125 | 0 | 0 | 0 | 8 | 1 | 7 | false | true | You are an automation specialist creating a data processing workflow. We use a Rust-based tool to parse JSON-lines telemetry data, compute rolling statistics, and deduplicate records before passing them to our orchestration DAG.
We have a pre-vendored Rust package located at `/app/vendored/telemetry-processor`. Howev... | schema_version = "1.1"
[task]
name = "tmax/task_000247_a73d544f"
description = "automation specialist creating workflows"
[metadata]
source = "v2"
base_image = "intricate"
domain = "data_processing"
skill_type = "Algorithmic"
primitive_skills = ["Rolling statistics computation", "Cleaning, normalization, and deduplic... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/minicalc/Makefile",
"environment/_fixtures/app/fixtures/minicalc/README.md",
"environment/_fixtures/app/fixtures/minicalc/_perturbation.json",
"environment/_fixtures/app/fixtures/minicalc/minicalc.c",
"environment/base_install.sh",
"environme... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/minic... | [
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"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000249_6a9859de | 8 | 5 | 3 | 0.625 | 0 | 0 | 0 | 8 | 5 | 3 | false | true | You are tasked with building a differential backup tool for a configuration manager that tracks changes in a poorly maintained directory structure.
The configuration directory is located at `/home/user/app_config`. Over time, users have created complex symbolic links inside this directory, some of which form infinite ... | schema_version = "1.1"
[task]
name = "tmax/task_000249_6a9859de"
description = "configuration manager tracking changes"
[metadata]
source = "legacy"
base_image = ""
domain = "file_operations"
skill_type = "File I/O"
primitive_skills = ["File splitting, merging, and chunking", "Incremental and differential backups", "... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip coreutils\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n mkdir ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000250_1f8e27a2 | 8 | 4 | 4 | 0.5 | 0 | 0 | 0 | 8 | 4 | 4 | false | true | You are assisting a researcher who is running Monte Carlo numerical integrations using Bash and `awk`. The researcher has encountered a non-reproducibility bug: when calculating partial sums of a dataset in parallel and combining them, the final floating-point results slightly differ between runs. This is because backg... | schema_version = "1.1"
[task]
name = "tmax/task_000250_1f8e27a2"
description = "researcher running simulations"
[metadata]
source = "legacy"
base_image = ""
domain = "scientific_computing"
skill_type = "Algorithmic"
primitive_skills = ["Convergence testing", "Density estimation and distribution fitting", "Numerical i... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gawk coreutils\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n m... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000250_312c1dbc | 8 | 6 | 2 | 0.75 | 0 | 0 | 0 | 8 | 6 | 2 | false | true | You have inherited a C-based data processing tool from a developer who abruptly left the company. The tool, `time_series_filter`, is designed to parse JSON payloads containing arrays of high-precision timestamp data (Unix epoch with microsecond resolution), validate the progression of time, and output the normalized va... | schema_version = "1.1"
[task]
name = "tmax/task_000250_312c1dbc"
description = "developer inheriting an unfamiliar codebase"
[metadata]
source = "v2"
base_image = "intricate"
domain = "debugging"
skill_type = "Data Processing"
primitive_skills = ["Compiler and linker error interpretation", "Deleted file recovery and ... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/minicalc/Makefile",
"environment/_fixtures/app/fixtures/minicalc/README.md",
"environment/_fixtures/app/fixtures/minicalc/_perturbation.json",
"environment/_fixtures/app/fixtures/minicalc/minicalc.c",
"environment/base_install.sh",
"environme... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/minic... | [
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"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000251_ed1bdd92 | 8 | 3 | 5 | 0.375 | 0 | 0 | 0 | 8 | 3 | 5 | false | true | You are a site administrator managing a secure environment. As part of a recent security audit, a user's QEMU VM VNC session was recorded. We suspect an unauthorized batch creation of user accounts occurred during a sudden workspace switch, which manifests as a massive visual update on the screen.
Your task is to anal... | schema_version = "1.1"
[task]
name = "tmax/task_000251_ed1bdd92"
description = "site administrator managing user accounts"
[metadata]
source = "v2"
base_image = "intricate"
domain = "system_administration"
skill_type = "Shell Scripting"
primitive_skills = ["Environment variable and shell profile setup", "Task automat... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/video.label.txt",
"environment/_fixtures/app/fixtures/video.mp4",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/video... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000252_da07b3d2 | 8 | 7 | 1 | 0.875 | 0 | 0 | 0 | 8 | 7 | 1 | false | true | You are a data engineer building the final stage of an ETL pipeline that processes text documents, generates embeddings using a simplified custom model, reduces their dimensionality, and retrieves the most relevant documents based on a query vector.
You need to write a Go program (using only the standard library) that... | schema_version = "1.1"
[task]
name = "tmax/task_000252_da07b3d2"
description = "data engineer building ETL pipelines"
[metadata]
source = "legacy"
base_image = ""
domain = "data_science"
skill_type = "Testing"
primitive_skills = ["Model architecture reconstruction and inference", "Dimensionality reduction", "Embeddin... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip golang\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n python3 -... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000255_74c78b70 | 8 | 6 | 2 | 0.75 | 0 | 0 | 0 | 8 | 6 | 2 | false | true | You are a Data Engineer tasked with building a text processing ETL pipeline to handle customer support chat logs.
We have a raw log file located at `/home/user/raw_chat.log`. You need to write a Python script at `/home/user/etl_pipeline.py` and run it to process this file into a clean, aggregated JSON Lines format.
... | schema_version = "1.1"
[task]
name = "tmax/task_000255_74c78b70"
description = "data engineer building ETL pipelines"
[metadata]
source = "legacy"
base_image = ""
domain = "data_processing"
skill_type = "String/Text"
primitive_skills = ["Windowed and rolling aggregation", "Timestamp alignment and parsing", "Multi-sta... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n\n cat << 'EOF' > /... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000255_8b213702 | 8 | 4 | 4 | 0.5 | 0 | 0 | 0 | 8 | 4 | 4 | false | true | You are tasked with migrating a mathematical API service from Python 2 to Python 3. The legacy system relies on an Nginx reverse proxy, a Redis cache, and a backend Python service that uses a proprietary C-extension for mathematical calculations. Because the C-extension is incompatible with Python 3 and its source is l... | schema_version = "1.1"
[task]
name = "tmax/task_000255_8b213702"
description = "developer migrating from Python 2 to Python 3"
[metadata]
source = "v2"
base_image = "intricate"
domain = "software_engineering"
skill_type = "Mathematical"
primitive_skills = ["Cross-compilation and conditional builds", "Semantic version... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/compose/_perturbation.json",
"environment/_fixtures/app/fixtures/compose/nginx.conf",
"environment/_fixtures/app/fixtures/compose/server.py",
"environment/_fixtures/app/fixtures/compose/start.sh",
"environment/base_install.sh",
"environment/p... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/compo... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000257_4be39fb5 | 8 | 4 | 4 | 0.5 | 0 | 0 | 0 | 8 | 4 | 4 | false | true | You are a data engineer tasked with building the extraction and transformation step of an ETL pipeline.
You have been given a legacy SQLite database at `/home/user/telemetry.db`. Unfortunately, there is no documentation for the schema.
Your task is to:
1. Explore the database to understand its structure. You will f... | schema_version = "1.1"
[task]
name = "tmax/task_000257_4be39fb5"
description = "data engineer building ETL pipelines"
[metadata]
source = "legacy"
base_image = ""
domain = "data_querying"
skill_type = "Data Comprehension"
primitive_skills = ["Window functions and analytical aggregation", "Data model reverse engineeri... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip\n pip3 install pytest jsonschema\n\n useradd -m -s /bin/bash user || true\n\n pytho... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000259_03738832 | 8 | 3 | 5 | 0.375 | 0 | 0 | 0 | 8 | 3 | 5 | false | true | You are an edge-computing data scientist. We have recently collected matrix multiplication inference performance logs from several edge devices, but the data is messy, spread across multiple files, and needs cleaning and statistical estimation strictly using Bash and core UNIX utilities (like `awk`, `join`, `sed`, `sor... | schema_version = "1.1"
[task]
name = "tmax/task_000259_03738832"
description = "data scientist cleaning datasets"
[metadata]
source = "legacy"
base_image = ""
domain = "data_science"
skill_type = "Testing"
primitive_skills = ["Multi-source data joining", "Sampling and bootstrap methods", "Linear algebra for data anal... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gawk bc sed coreutils\n pip3 install pytest\n\n useradd -m -s /bin/bash user || true\n... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000259_9b13e0e3 | 8 | 6 | 2 | 0.75 | 0 | 0 | 0 | 8 | 6 | 2 | false | true | You are acting as a systems programmer to debug a C library linking issue and deploy a math interpreter service.
We have vendored a lightweight mathematical expression interpreter library called `tinymath` at `/app/tinymath`. It is supposed to compile to a shared library (`libtinymath.so`), which is then loaded by a P... | schema_version = "1.1"
[task]
name = "tmax/task_000259_9b13e0e3"
description = "systems programmer debugging a C library linking issue"
[metadata]
source = "v2"
base_image = "intricate"
domain = "software_engineering"
skill_type = "Mathematical"
primitive_skills = ["Diff and patch processing", "Semantic version compa... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/minicalc/Makefile",
"environment/_fixtures/app/fixtures/minicalc/README.md",
"environment/_fixtures/app/fixtures/minicalc/_perturbation.json",
"environment/_fixtures/app/fixtures/minicalc/minicalc.c",
"environment/base_install.sh",
"environme... | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/minic... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000260_74feffc9 | 8 | 1 | 7 | 0.125 | 0 | 0 | 0 | 8 | 1 | 7 | false | true | You are tasked with porting the `/usr/bin/sqlite3` binary to a "scratch" (minimal empty) container. To do this, you must gather the executable and all of its required shared libraries. However, for security reasons, you cannot use `ldd` (as it can execute code in untrusted binaries). You must build a secure dependency ... | schema_version = "1.1"
[task]
name = "tmax/task_000260_74feffc9"
description = "engineer porting a Linux tool to work in a minimal container"
[metadata]
source = "legacy"
base_image = ""
domain = "software_engineering"
skill_type = "Systems"
primitive_skills = ["Shared library and ABI management", "Property-based tes... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip sqlite3 binutils tar\n\n pip3 install pytest grpcio grpcio-tools hypothesis\n\n mkdir ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000260_7b7cc286 | 8 | 4 | 4 | 0.5 | 0 | 0 | 0 | 8 | 4 | 4 | false | true | You have inherited an old, pure-Bash video data processing codebase located in `/home/user/pipeline/`. The previous developer tried to implement a custom video frame analysis tool that calculates an adaptive threshold for frame intensities and outputs a serialized JSON report.
However, the pipeline is currently broke... | schema_version = "1.1"
[task]
name = "tmax/task_000260_7b7cc286"
description = "developer inheriting an unfamiliar codebase"
[metadata]
source = "v2"
base_image = "intricate"
domain = "debugging"
skill_type = "Data Processing"
primitive_skills = ["Floating-point precision repair", "Encoding and serialization troubles... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/video.label.txt",
"environment/_fixtures/app/fixtures/video.mp4",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/video... | [
"utf-8",
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000261_a2d9395f | 8 | 6 | 2 | 0.75 | 0 | 0 | 0 | 8 | 6 | 2 | false | true | You are a systems programmer debugging a dynamic linking issue and memory leak within a minimal CI/CD environment.
In `/home/user/project`, there is a C project containing a main application (`app`) and a shared library (`libcustom.so`). The application frequently fails in the CI pipeline because the runtime linker c... | schema_version = "1.1"
[task]
name = "tmax/task_000261_a2d9395f"
description = "systems programmer debugging a C library linking issue"
[metadata]
source = "legacy"
base_image = ""
domain = "software_engineering"
skill_type = "Testing"
primitive_skills = ["Interpreter and emulator implementation", "CI/CD pipeline set... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip gcc make valgrind\n pip3 install pytest\n\n mkdir -p /home/user/project\n\n cat << ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000261_c4b6db13 | 8 | 2 | 6 | 0.25 | 0 | 0 | 0 | 8 | 2 | 6 | false | true | I am a researcher organizing a messy dataset, and I need your help building a robust data-serving tool in C.
My dataset is located at `/home/user/dataset`. Unfortunately, a previous automated backup script went rogue and created recursive symlinks throughout the directory structure, forming infinite loops.
Your task... | schema_version = "1.1"
[task]
name = "tmax/task_000261_c4b6db13"
description = "researcher organizing datasets"
[metadata]
source = "v2"
base_image = "intricate"
domain = "file_operations"
skill_type = "Navigation"
primitive_skills = ["Compressed stream processing", "Large-scale text editing and macro application", "... | [
"environment/Dockerfile",
"environment/_fixtures/app/fixtures/image.png",
"environment/base_install.sh",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\nENV LC_ALL=C.UTF-8\nENV LANG=C.UTF-8\nENV GOPATH=/home/user/go\nENV PATH=/home/user/go/bin:/home/user/.cargo/bin:$PATH\n\nCOPY base_install.sh /tmp/base_install.sh\nRUN bash /tmp/base_install.sh && rm /tmp/base_install.sh\n\nCOPY _fixtures/app/fixtures/image... | [
"utf-8",
"base64",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000262_3f61d09c | 8 | 7 | 1 | 0.875 | 0 | 0 | 0 | 8 | 7 | 1 | false | true | You are acting as a site administrator for a shared application environment. The system manages user accounts and monitors their storage quotas. Recently, the monitoring service has been failing because of a dependency issue, and the account provisioning process requires manual interaction.
You need to complete the f... | schema_version = "1.1"
[task]
name = "tmax/task_000262_3f61d09c"
description = "site administrator managing user accounts"
[metadata]
source = "legacy"
base_image = ""
domain = "system_administration"
skill_type = "Process/Service"
primitive_skills = ["Disk quota and storage monitoring", "Expect scripting for interac... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip expect cron\npip3 install pytest\n\nmkdir -p /home/user/app/users/\n\ncat << 'EOF' > /home/u... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
task_000263_6600ff80 | 8 | 7 | 1 | 0.875 | 0 | 0 | 0 | 8 | 7 | 1 | false | true | You are an edge computing engineer deploying a new data collection service to a remote IoT node. The node has strict security boundaries and requires interactive provisioning. You need to automate the provisioning, write and deploy the C++ collection service, set up port forwarding, and configure the correct Access Con... | schema_version = "1.1"
[task]
name = "tmax/task_000263_6600ff80"
description = "edge computing engineer deploying to IoT devices"
[metadata]
source = "legacy"
base_image = ""
domain = "system_administration"
skill_type = "Deployment"
primitive_skills = ["Task automation scripting", "Firewall rules and port forwarding... | [
"environment/Dockerfile",
"environment/post_install.sh",
"instruction.md",
"task.toml",
"tests/test.sh",
"tests/test_final_state.py"
] | [
"FROM ubuntu:22.04\n\nENV DEBIAN_FRONTEND=noninteractive\n\nCOPY post_install.sh /tmp/post_install.sh\nRUN bash /tmp/post_install.sh && rm /tmp/post_install.sh\n",
"apt-get update && apt-get install -y python3 python3-pip expect socat acl netcat-openbsd g++\n pip3 install pytest\n\n useradd -m -s /bin/bash ... | [
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8",
"utf-8"
] | PrimeIntellect-ai/research-tasks | 8b38d35b53271a5f955dfc5dd8197d562cebf46e | tmax@2026-07-01 |
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