First 39 rows of train
| task_idstring | categorystring | subcategorystring | instructionstring | dockerfilestring | package_bytesint64 | file_countint64 |
|---|---|---|---|---|---|---|
| acknowledgement-aware-auv-feature-tracking | Robotics and autonomous systems | Autonomous navigation and mission planning | # Acknowledgement-aware dissolved-oxygen feature tracking Act as mission engineer for the submerged synthetic-AUV-04 survey `BATHY-DO-17`. Use the installed `auvctl` mission-control CLI from `/app` to track a drifting low-oxygen feature and recover the vehicle. The operational … | FROM debian:bookworm-slim RUN apt-get update \ && apt-get install -y --no-install-recommends python3 ca-certificates bash \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY src/auvctl.py /usr/local/bin/auvctl COPY mission /app/mission RUN chmod 0755 /usr/local/bin/auvct… | 71445 | 18 |
| adapt-a-seismic-acquisition-geometry-from-in-field-qc | Earth, geospatial and environmental sciences | Seismic acquisition, imaging and inversion | # Qualify and adapt the Kestrel Ridge acquisition You are the field acquisition geophysicist responsible for qualifying the synthetic Kestrel Ridge Phase 1 3-D land-nodal campaign and deciding how its remaining acquisition should proceed. The files under `/app/survey`, `/app/dat… | FROM python:3.12-slim ENV KESTREL_ROOT=/app WORKDIR /app COPY seis_tool.py /tmp/seis_tool.py RUN python3 -m py_compile /tmp/seis_tool.py \ && mkdir -p /opt/seismic \ && mv /tmp/__pycache__/seis_tool.cpython-312.pyc /opt/seismic/seis_tool.pyc \ && rm -rf /tmp/seis_to… | 48050 | 9 |
| adaptive-causal-mechanism-discrimination-by-sequential-intervention |
| Life sciences, medicine and health |
| Protein engineering and biological-mechanism experiments |
| # Sequential dynamic causal mechanism discrimination You are the computational causal scientist responsible for the synthetic Northstar stress-response assay. The public observational trajectories and eight competing structural hypotheses are in `/app/data/observational.csv`, `/… |
| FROM python:3.11-slim WORKDIR /app COPY data /app/data COPY models /app/models COPY bin/assayctl /app/bin/assayctl RUN chmod 0755 /app/bin/assayctl \ && python3 /app/data/generate_observations.py \ && rm /app/data/generate_observations.py ENV PYTHONUNBUFFERED=1 CMD ["ba… |
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| adaptive-cfd-mesh-refinement-with-conservation-qualification | Mechanical, thermal and aerospace engineering | Computational fluid dynamics and numerical verification | # Adapt and qualify the supplied CFD solver case Work in `/app`, which contains an incomplete OpenFOAM case named `backwardStepAdaptive`. The case is a synthetic two-dimensional incompressible backward-facing step: `H=1`, inlet bulk speed `Ub=1`, `Re_H=10000`, outlet pressure `p… | FROM opencfd/openfoam-default:2312@sha256:097e45046a74ee1dae3e6135df0c42723ba55092d246e7c9932f3bfa1e89b7b2 USER root RUN apt-get update \ && apt-get install -y --no-install-recommends python3 \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY case/ /app/ ENV FOAM_CASE=… | 38756 | 20 |
| adaptive-drinking-water-treatment-train-operation | Energy and public infrastructure | Water and wastewater treatment control | # Operate the Northbank treatment train You are the treatment-process operator for the synthetic Northbank Water Treatment Plant. The plant is already producing 26.0 MLD through a connected surface-water train, but inherited settings must be adapted to the current source-water r… | FROM python:3.12-slim ENV PYTHONUNBUFFERED=1 WORKDIR /app RUN groupadd --system plantops \ && useradd --system --create-home --gid plantops operator \ && mkdir -p /opt/northbank/data /var/lib/northbank /run/northbank \ && chown root:plantops /run/northbank \ && … | 53285 | 13 |
| adaptive-lc-gradient-method-development-and-qualification | Chemistry, materials and molecular simulation | Chromatographic and mass-spectrometric method development | # Develop and qualify the RM-7 LC method You are the instrument scientist for a synthetic materials-development laboratory. Develop a fit-for-purpose LC-UV gradient method for the supplied `RM7-MIX` reaction sample on system `LC-03`, then qualify it for the operating conditions … | FROM debian:bookworm-slim RUN apt-get update \ && apt-get install -y --no-install-recommends g++ python3 ca-certificates \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY plant.cpp /tmp/plant.cpp RUN g++ -std=c++17 -O2 -s /tmp/plant.cpp -o /usr/local/bin/lcctl \ &&… | 37935 | 17 |
| adjudicate-and-calibrate-a-community-air-sensor-network | Earth, geospatial and environmental sciences | Environmental monitoring and measurement quality | # Adjudicate the Harbor District PM2.5 network You are the environmental data-quality practitioner for the synthetic Harbor District Air Watch. Establish the network's defensible operational measurement state for its non-regulatory community screening use. The supplied organizat… | FROM python:3.11-slim-bookworm ENV DEBIAN_FRONTEND=noninteractive PGHOST=/var/run/postgresql PGUSER=airwatch PGDATABASE=airwatch AIRWATCH_WORLD=/app/world RUN apt-get update && apt-get install -y --no-install-recommends postgresql postgresql-client python3-psycopg2 && rm -rf /v… | 41562121 | 21 |
| adjudicate-and-release-a-public-records-request | Knowledge organization, humanities and public affairs | Public records disclosure and administrative review | # Reconsider Harborview public-records appeal Act as the public-records analyst for synthetic Harborview City request `HV-PR-2026-0142`. Use the local `recordsctl` request/repository CLI to complete the reopened disclosure work and leave the request in a defensible amended dispo… | FROM python:3.12-slim WORKDIR /app COPY data /app/data COPY policy /app/policy COPY server.py client.py start.sh /app/ RUN chmod 0555 /app/start.sh /app/server.py /app/client.py \ && mkdir -p /app/work/releases \ && ln -s /app/client.py /usr/local/bin/recordsctl ENV RE… | 66938 | 11 |
| adjudicate-clinical-trial-data-queries-for-governed-analysis-release | Life sciences, medicine and health | Clinical-trial data and supply management | You are the authorized clinical data manager for the synthetic LUMA-201 Phase II study. Prepare the interim analysis-release candidate `IA-2026-06` through the available study data interface. The candidate covers randomized subjects at sites `S01` and `S02`, with study records t… | FROM python:3.12-slim ENV PYTHONUNBUFFERED=1 \ LUMA_API=http://127.0.0.1:8787 WORKDIR /app COPY seed.json /app/seed.json COPY study_service.py /app/study_service.py COPY entrypoint.sh /app/entrypoint.sh COPY studyctl /usr/local/bin/studyctl RUN chmod 0755 /usr/local/bin/st… | 65524 | 11 |
| alerting-cutover-with-incident-continuity | Cloud platforms and distributed infrastructure | Service reliability and change governance | # Shared alerting control-plane cutover with incident continuity You are the SRE/observability engineer responsible for moving the synthetic Northstar Commerce `checkout` service from its current Prometheus/Alertmanager authority into an already-serving successor alerting plane.… | FROM debian:bookworm-slim ARG PROM_VERSION=2.53.5 ARG AM_VERSION=0.27.0 ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update \ && apt-get install -y --no-install-recommends bash ca-certificates curl jq procps python3 python3-yaml tar \ && rm -rf /var/lib/apt/lists/* \ … | 53046 | 17 |
| assemble-and-validate-a-court-e-filing-package-with-docket-continuity | Knowledge organization, humanities and public affairs | Legal documents and judicial procedures | # Correct and docket the returned Northlake protective-order filing You are the legal filing-operations specialist for the synthetic Northlake Civil Court matter in `/app`. Correctly resubmit counsel's authorized protective-order filing for case `24-CV-1842`, *Aster Harbor LLC v… | FROM debian:bookworm-slim # Round-2 source lineage and page-preserving pair semantics are part of this image. ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update && apt-get install -y --no-install-recommends \ bash ca-certificates coreutils file \ python3 python3-pil p… | 50973 | 15 |
| blind-transient-thermal-hydraulic-model-validation | Mechanical, thermal and aerospace engineering | Thermal hydraulics and conjugate heat transfer | # Blind transient thermal-hydraulic model validation You are the thermal-hydraulics analyst receiving the synthetic Helios-7 integral-test model from another engineering team. Decide whether the executable model is credible for screening the cooldown and passive heat-removal res… | FROM python:3.12-slim WORKDIR /app ENV PYTHONUNBUFFERED=1 PYTHONDONTWRITEBYTECODE=1 COPY hydra_th.py /usr/local/bin/hydra-th RUN chmod 0755 /usr/local/bin/hydra-th \ && mkdir -p /app/case /app/measurements /app/history /app/validation COPY case/ /app/case/ COPY measurements… | 58525 | 14 |
| bootstrap-a-new-debian-architecture-into-a-self-supporting-source-build | Software engineering and developer tools | Cross-platform builds, packaging and releases | # Bring up the Northstar target source-build port You are the distribution port/bootstrap engineer for the synthetic Northstar distribution in this workspace. The target is `riscv64-linux-gnu`; the build host is amd64. Starting with the versioned Debian-format source packages i… | FROM debian:bookworm-slim@sha256:88200866dfff7ea7f5cbcb6ec7c8a701889efe6fe859fe64d6990e4b07ea4171 ENV DEBIAN_FRONTEND=noninteractive ENV PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin RUN apt-get update \ && apt-get install -y --no-install-recommends \ … | 53685 | 92 |
| build-a-point-in-time-correct-offline-online-feature-pipeline | Machine learning and artificial intelligence | Feature platforms and training-serving consistency | # Establish the AsterPay fraud-screening feature product You are the ML/data engineer responsible for completing the local feature repository in `/app`. The AsterPay organization and all records are deterministic synthetic material, but the operating job is real: establish one r… | FROM python:3.11-slim ENV PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ PIP_DISABLE_PIP_VERSION_CHECK=1 RUN pip install --no-cache-dir \ feast==0.40.0 \ pandas==2.2.3 \ pyarrow==17.0.0 \ scikit-learn==1.5.2 \ duckdb==1.1.3 WORKDIR /app COPY . /ap… | 48552 | 14 |
| build-a-provenance-preserving-iiif-scholarly-edition | Knowledge organization, humanities and public affairs | Digital humanities and scholarly editions | # Release the Kestrel Ledger collection as a IIIF scholarly edition You are the publication engineer for the fictional Northshore Archive. Prepare the supplied synthetic Kestrel Ledger release as a provenance-preserving IIIF Presentation 3 Collection. The release has three relat… | FROM python:3.12-slim ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1 WORKDIR /app RUN apt-get update && apt-get install -y --no-install-recommends curl jq libxml2-utils \ && rm -rf /var/lib/apt/lists/* \ && pip install --no-cache-dir Pillow==10.4.0 COPY . /app RUN chm… | 942740 | 85 |
| build-a-recovering-sequenced-market-data-feed-handler | Finance, accounting and economic operations | Trading market systems and execution analysis | # Complete the MeridianFeed durable gateway You are the systems programmer taking over `/app/meridian-handler`, a partial C++20/CMake implementation of a local exchange-style market-data consumer. Deliver the usable, recovery- aware gateway that the downstream book service need… | FROM ubuntu:24.04 ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update && apt-get install -y --no-install-recommends \ build-essential cmake python3 ca-certificates procps netcat-openbsd \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY . /app RUN chmod +x /app/meridi… | 45285 | 14 |
| build-a-reproducible-codec-and-condition-robustness-harness-for-asr | Machine learning and artificial intelligence | Speech recognition and speaker analysis | # LumaDesk voice-intake robustness evaluation You are the model-evaluation engineer preparing the LumaDesk English voice-intake release review. The repository in `/app` contains a paired speech corpus, its reference manifest, a locally bundled recognizer, and a catalog of codec/… | FROM python:3.11-slim ENV DEBIAN_FRONTEND=noninteractive \ PIP_NO_CACHE_DIR=1 \ PYTHONDONTWRITEBYTECODE=1 RUN apt-get update && apt-get install -y --no-install-recommends \ build-essential cmake git ca-certificates curl ffmpeg espeak-ng jq \ && rm -rf /var/lib… | 46362 | 11 |
| build-a-resilient-multi-supplier-award-portfolio | Transport, logistics and operational decisions | Sourcing and supply-chain network planning | # Build, confirm, and publish the Northstar packaging award portfolio Act as the sourcing analyst for Northstar Meal Systems' open planning cycle `NMS-2026-Q4`. Using the operational records in `/app/source_data/` and the local command-line planning tool, construct, supplier-con… | FROM python:3.11-slim WORKDIR /app RUN pip install --no-cache-dir ortools==9.10.4067 COPY bootstrap.py /tmp/bootstrap.py RUN python /tmp/bootstrap.py /app && rm /tmp/bootstrap.py COPY supplyctl.py /app/bin/supplyctl.py RUN ln -s supplyctl.py /app/bin/supplyctl \ && chmod … | 70259 | 9 |
| build-a-risk-based-internal-audit-coverage-plan-under-capacity-constrain | Finance, accounting and economic operations | Internal audit and risk assurance | # Prepare HarborPay's 2027 internal-audit coverage plan You are the internal-audit manager preparing HarborPay Services' synthetic 2027 plan for audit-committee review. The organization, records, dates, and people in this environment are fictional and local; do not contact real … | FROM python:3.11-slim WORKDIR /app COPY seed_initial.py /opt/seed_initial.py COPY auditctl.py /usr/local/bin/auditctl RUN apt-get update \ && apt-get install -y --no-install-recommends sqlite3 \ && rm -rf /var/lib/apt/lists/* \ && chmod +x /usr/local/bin/auditctl \ … | 49532 | 10 |
| build-a-stateful-service-s-adaptive-overload-admission-controller | Software engineering and developer tools | Asynchronous concurrency, service lifecycles and resilience | # Implement adaptive overload admission for `reservationd` You own the backend/reliability change for the Go HTTP service in `/app`. The repository is a healthy but incomplete predecessor: ordinary reservations and reports work, but the service has no reusable server-side overlo… | FROM golang:1.23-bookworm ENV PATH=/usr/local/go/bin:/go/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin RUN apt-get update \ && apt-get install -y --no-install-recommends sqlite3 ca-certificates \ && rm -rf /var/lib/apt/lists/* RUN echo 'export PATH=/… | 40968 | 21 |
| build-an-interoperable-distributed-version-control-cli | Software engineering and developer tools | Version control and collaborative development platforms | # Build an interoperable distributed version-control CLI You are completing the Go module in `/app/forge` for a team that needs a repository engine in environments where the Git executable cannot be assumed. Build the module and make its CLI available as `forge-vcs` on `PATH` (t… | FROM golang:1.23-bookworm RUN apt-get update \ && apt-get install -y --no-install-recommends git ca-certificates bash coreutils \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY forge /app/forge COPY build-fixture.sh /usr/local/bin/build-northstar-fixture RUN chmod +x … | 44472 | 10 |
| build-and-validate-a-multi-rendition-audio-delivery-package | Graphics, media and content tools | Audiovisual post-production, mastering and delivery | # Conform and validate the Harbor Signals HLS delivery Prepare the supplied Northstar Public Media release as a playable HLS VOD package at: `/app/release/harbor-signals-v3.2/` This turnover is a six-reel audio conform, not a set of already assembled programme tracks. Use the … | FROM debian:bookworm-slim ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update \ && apt-get install -y --no-install-recommends ffmpeg python3 jq bash ca-certificates \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY turnover /app/turnover RUN mkdir -p /app/source/audi… | 49900 | 10 |
| cadence-preserving-restoration-of-a-scanned-film-sequence | Graphics, media and content tools | Audiovisual recovery and digital preservation | # Restore the Northbridge scanned reel Act as a digital-preservation engineer preparing a reproduction derivative for a progressive archival player. The supplied files under `source/` are synthetic benchmark media, but they model an ordinary scan ingest and separate double-syste… | FROM debian:bookworm-slim ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update \ && apt-get install -y --no-install-recommends ffmpeg ffmpeg-doc mediainfo mkvtoolnix python3 python3-numpy \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY northbridge-scan.mkv /app/sour… | 826129425 | 18 |
| calibrate-a-heterogeneous-acoustic-wave-propagation-model | Physics, astronomy and instrumentation | Acoustics and wave propagation | # Calibrate the two-band heterogeneous acoustic campaign You are the computational scientist responsible for turning the supplied synthetic ultrasonic coupon campaign into a defensible calibrated model. The data and organization are synthetic, but the work pattern is acoustic mo… | FROM python:3.11-slim ENV PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 RUN pip install --no-cache-dir numpy==1.26.4 scipy==1.13.1 WORKDIR /app COPY acoustic_forward.py /app/acoustic_forward.py COPY case /app/case CMD ["bash", "-lc", "sleep infinity"] | 71846 | 13 |
| calibrate-a-time-series-building-energy-model-for-commissioning | Mechanical, thermal and aerospace engineering | Building-environment and HVAC modeling | # Calibrate the Civic Library EnergyPlus model You are the commissioning engineer receiving a synthetic calibration handoff for the Civic Library. The building, weather, and measurements in this task are authored for a controlled benchmark; they are not a historical site. Establ… | FROM ubuntu:22.04 ARG DEBIAN_FRONTEND=noninteractive ENV TZ=UTC RUN apt-get update \ && apt-get install -y --no-install-recommends ca-certificates curl unzip sqlite3 python3 python3-pip libgomp1 libx11-6 libxext6 libxrender1 libxt6 bash coreutils \ && rm -rf /var/lib/ap… | 4029898 | 21 |
| calibrate-and-qualify-a-robot-s-force-controlled-contact-behavior | Robotics and autonomous systems | Robotic contact manipulation and workcells | # Commission the Aster-6 force-controlled surface-following cell Act as the robotics controls/commissioning engineer for Northstar Surface Labs. The supplied Aster-6 cell is assembled and runnable after a sanding-shoe remount, but its current six-axis force/torque calibration an… | FROM python:3.11-slim WORKDIR /app ENV PYTHONUNBUFFERED=1 ENV PYTHONPATH=/app/cell ENV PATH=/usr/local/bin:$PATH COPY cell /app/cell COPY config /app/config COPY records /app/records COPY bin/ros2 /usr/local/bin/ros2 RUN chmod +x /usr/local/bin/ros2 /app/cell/*.py \ && mkd… | 69439 | 20 |
| calibrate-and-validate-a-differentiable-physics-model-from-trajectory-ev | Mechanical, thermal and aerospace engineering | Mechanical dynamics, identification and digital twins | # Calibrate the differentiable cart–pole model You are the computational scientist responsible for calibrating the supplied Meridian Motion Lab cart–pole model for later simulation-based planning. The apparatus and trajectory records are synthetic, but the work is the normal sys… | FROM python:3.11-slim ENV PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ JAX_PLATFORMS=cpu \ XLA_PYTHON_CLIENT_PREALLOCATE=false WORKDIR /app COPY requirements.txt /tmp/requirements.txt RUN pip install --no-cache-dir -r /tmp/requirements.txt COPY bench /app/bench … | 103936 | 21 |
| calibrate-and-validate-a-vision-guided-robot-manipulator | Robotics and autonomous systems | Robot calibration, perception and localization | # Commission the Kestrel vision-guided workcell Act as the robotics calibration engineer commissioning the supplied synthetic Kestrel Inspection Cell. It is an eye-in-hand setup: the camera moves with `tool0`, while a stationary board is the `calib_board` frame. The robot model … | FROM python:3.11-slim ENV PYTHONUNBUFFERED=1 PYTHONDONTWRITEBYTECODE=1 WORKDIR /app RUN python -m pip install --no-cache-dir numpy==1.26.4 scipy==1.13.1 COPY bin/ /app/bin/ COPY workcell/ /app/workcell/ RUN chmod +x /app/bin/ros2 /app/bin/tf2_echo \ && mkdir -p /app/workce… | 48179 | 18 |
| closed-loop-spacecraft-attitude-control-validation | Robotics and autonomous systems | Spacecraft and UAV attitude and flight control | # Lumen-6U ADCS integration acceptance You are the attitude-control engineer completing the synthetic Lumen-6U spacecraft integration workspace in `/app`. Bring the production attitude-determination and reaction-wheel control loop to an accepted, runnable state. Use the native … | FROM python:3.11-slim ENV PYTHONUNBUFFERED=1 \ PYTHONDONTWRITEBYTECODE=1 \ LUMA_MODE=acceptance RUN python -m pip install --no-cache-dir --upgrade pip \ && python -m pip install --no-cache-dir "bsk[all,examples]==2.11.1" \ && python -c "import Basilisk; print('B… | 43078 | 12 |
| closeout-and-acceptance-of-a-definable-feature-of-construction-work | Industrial manufacturing and production engineering | Construction quality and acceptance | Act as the owner-side construction quality inspector for the synthetic North Harbor Resilience Works project. The local project-quality system is already running; use the native CLI `/app/bin/fieldqc` and its discoverable JSON/help interface. Do not make external network or exter… | FROM python:3.12-slim ENV PYTHONUNBUFFERED=1 \ FIELDQC_ROOT=/app \ PATH=/app/bin:$PATH WORKDIR /app COPY app /app/app COPY project /app/project RUN mkdir -p /app/bin /app/work \ && chmod +x /app/app/fieldqc.py /app/app/entrypoint.sh \ && ln -s /app/app/fieldqc.p… | 76225 | 9 |
| collaboration-safe-reordering-of-nested-rich-text-elements | Graphics, media and content tools | Interactive content editors | # Extend the structured editor’s repeated rich-text elements You are maintaining the Northstar structured-content editor in `/app`. Extend the existing ProseMirror-based implementation so a `storyCard` document can contain an ordered `blocks` repeater whose items have two indepe… | FROM node:22-bookworm-slim WORKDIR /app COPY package.json package-lock.json* tsconfig.json ./ RUN npm install COPY src ./src COPY data ./data RUN npm run build CMD ["bash", "-lc", "sleep infinity"] | 45626 | 18 |
| commission-a-multizone-hvac-control-sequence-against-an-executable-build | Energy and public infrastructure | District heating and building HVAC | # Commission the North Quay Civic Center HVAC control sequence Act as the commissioning engineer for the synthetic North Quay Civic Center six-zone VAV system served by `AHU-1`. The installed controller is executable but its system-level acceptance has not been established. Comm… | FROM python:3.11-slim ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1 HVAC_PORT=8787 WORKDIR /app COPY . /app RUN apt-get update \ && apt-get install -y --no-install-recommends curl jq \ && rm -rf /var/lib/apt/lists/* \ && chmod +x /app/bin/hvacctl /app/bin/start-hv… | 46011 | 17 |
| commission-an-interferometric-observing-mode-under-a-changing-demand-env | Physics, astronomy and instrumentation | Radio-interferometric observation, calibration and imaging | You are the commissioning scientist for the synthetic Northstar Radio Observatory. Determine whether the Sparrow-X fast-switching 3-mm continuum mode is ready for routine science over the declared operating envelope in `/app/inputs/requirements.yaml`. Work from the supplied raw … | FROM rxastro/casa6@sha256:c25003102cdc9df88c389656d8004505b86b4b4ee11dd11a8bf5babaf423fd4a WORKDIR /app ENV MPLBACKEND=Agg CASA_NO_TELEMETRY=1 PYTHONUNBUFFERED=1 RUN mkdir -p /app/inputs /app/observations /app/calibration /app/ops COPY requirements.yaml run_catalog.csv telemetr… | 42329 | 11 |
| commission-and-verify-a-coupled-bacnet-hvac-control-sequence | Energy and public infrastructure | District heating and building HVAC | # Commission Northstar Annex’s HVAC controls You are the commissioning engineer for the synthetic Northstar Analytics Annex. The installed four-zone VAV/AHU system is available on the local control network, but its integrated sequence has not been commissioned. Bring the native … | FROM python:3.12-slim WORKDIR /app COPY site /app/site RUN chmod +x /app/site/bin/bacnetctl /app/site/bin/site.py \ /app/site/bin/entrypoint.sh \ && mkdir -p /app/site/state \ && python3 -m py_compile /app/site/bin/site.py ENTRYPOINT ["/app/site/bin/entrypoint.sh"] … | 62715 | 15 |
| compatibility-constrained-blood-bank-allocation-and-issue | Life sciences, medicine and health | Transfusion medicine and blood management | You are the night-shift transfusion-service technologist at Northstar Regional Hospital. Bring the local blood-bank worklist and inventory to a safe, traceable state for the service clock shown by the system. First reconcile the pending hospital-interface worklist through the su… | FROM python:3.12-slim WORKDIR /app COPY app /app RUN chmod 0755 /app/entrypoint.sh /app/bbis \ && mkdir -p /var/lib/bbis \ && cp /app/initial_state.json /var/lib/bbis/initial_state.json \ && cp /app/policy.json /var/lib/bbis/policy.json \ && cp /app/interface_fe… | 85916 | 12 |
| complete-serialized-retail-returns-through-inspection-driven-disposition | Transport, logistics and operational decisions | Returns, warranty repair and reverse logistics | # Reconcile the Cedar & Circuit reverse-logistics wave Act as the Cedar & Circuit reverse-logistics analyst. The local operational service is running at `http://127.0.0.1:8080`; `returnsctl`, `curl`, and `jq` are available. Use its native help and read-only interfaces to inspect… | FROM python:3.12-slim ENV PYTHONUNBUFFERED=1 \ RETURNS_API_URL=http://127.0.0.1:8080 \ RETURNS_STATE_DIR=/var/lib/returns RUN apt-get update \ && apt-get install -y --no-install-recommends curl jq ca-certificates \ && rm -rf /var/lib/apt/lists/* \ && mkdir -… | 56160 | 11 |
| compounded-batch-disposition-from-linked-quality-evidence | Life sciences, medicine and health | Pharmaceutical quality, compounding and cold chains | # Quality-unit disposition of a held sterile-compounding batch You are the quality pharmacist for the synthetic Meridian Sterile Services quality unit. Batch `MSS-VAN10-260731-07` is held pending QA disposition in the local quality system. Determine the appropriate disposition u… | FROM python:3.12-slim-bookworm ENV PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ QMS_HOME=/app/.qms \ QMS_SEED=/opt/mss/seed_records.json \ QMS_SERVICE=/opt/mss/qms_service.py \ QMS_USER=qpharmacist \ QMS_ROLE=quality_pharmacist RUN apt-get update \ … | 68518 | 10 |
| conservation-aware-qualification-of-a-two-phase-vof-model | Mechanical, thermal and aerospace engineering | Computational fluid dynamics and numerical verification | # Qualify the instrumented two-phase flume model You are the CFD analyst responsible for qualifying the OpenCFD OpenFOAM v2306 `interFoam` case in `/app/case`. The case represents a synthetic, quasi-2D, closed water/air flume. The physical domain is 1.20 m in `x`, 0.45 m in `y`… | FROM opencfd/openfoam-default:2306@sha256:2edfb404e80cf58bc70634db4c30e19e5feab838cb9dd0f908a0b1996fc55f53 USER root RUN apt-get update && apt-get install -y --no-install-recommends python3 && rm -rf /var/lib/apt/lists/* RUN mkdir -p /app/case && chown -R sudofoam:sudofoam /app … | 43566 | 23 |
| construct-a-defensible-marine-conservation-priority-network-from-survey | Earth, geospatial and environmental sciences | Conservation and ecological-resource management | # Construct and evaluate the Sable Arc conservation-priority network You are the marine spatial-planning analyst for the synthetic Sable Arc agency project in /app/source. The region and records are authored for this benchmark, not a historical management decision. Construct a … | FROM python:3.11-slim-bookworm ENV DEBIAN_FRONTEND=noninteractive ENV PYTHONDONTWRITEBYTECODE=1 ENV PYTHONUNBUFFERED=1 RUN apt-get update \ && apt-get install -y --no-install-recommends \ ca-certificates curl gdal-bin libgdal-dev libgeos-dev libproj-dev \ jq m… | 523803 | 17 |
