harborframework/terminal-bench-3.0
terminal-bench-3.0: Harbor dataset on Hugging Face with 74 tasks. See what each task asks, how it is graded and what it runs in, then run an agent on it.
Tasks
- You are provided with a region of genomic DNA representing the human ATRX locus plus sequence context upstream and downstream of it…
- Repair /app/evalbench/ so batched evaluation matches the single-example semantics of the local causal-LM-like model in /app/model/ .
- Implement a PyDrake biped trajectory generator at /app/submission/solve.py and produce the visible trajectory files /app/results/walk.npz…
- Fix the Bun/TypeScript app's production release pipeline, which currently leaks private source provenance through generated artifacts, so…
- Turning a 2d schematic into a 3d model file.
- A cargo airline's flight dispatch planner has been producing incorrect results since the last software update. Pilots report fuel…
- Implement a globally callable lp solve CLI in /app for solving maximization linear programs with the two-phase simplex method. The CLI…
- A Coq project is at /app/ . The file /app/Main.v declares an abstract type Triangle , an abstract type Path , predicates triangle valid…
- You are managing an ad campaign on a website over a simulated 48 hour period (each simulated hour lasts 360 seconds). The campaign runs on…
- Eliminate cumulative layout shift from the website at /app/barber-shop-site/ . You may change, replace, inline, or neutralize…
- Build a CLI tool at /app/anon.py that anonymizes the related CSV files in /app/input according to /app/policy.yaml and writes the…
- Implement a distributed near-duplicate document deduplication pipeline on Apache Spark. Given a corpus of documents, find all pairs whose…
- The embedding drift monitor at /app/drift monitor/ compares incoming embedding windows against a reference baseline using KS, PSI, and MMD…
- You need to fulfill new customer orders for the Pole-Mount Transformer 100kVA, the order requests are available in /workspace/customer…
- /data/pdfs/ contains the problem booklets and answer keys for two AMC 10 competitions (2 exams, 50 multiple-choice problems, answers A–E)…
- I run counterparty-credit-risk capital on our trading book and I need a clean SA-CCR recalculation for two open netting sets as of COB…
- Fix soundness bugs in UAutomizer (Ultimate Automizer) where optimized integer bit-operation and conversion translations violate unsigned…
- To determine the beta activity concentration in a foodstuff, a 1 mL aliquot from the prepared sample solution was measured in a…
- Write a self-contained, standalone Sage script at /app/solve.sage that implements a reconstruction algorithm for plaintext for a second…
- Write a fused, batched bf16 RMSNorm + fp8 GEMM CUDA kernel for H100 (sm 90a). The kernel normalizes a bf16 activation tensor with RMSNorm…
- Parametric semi-open impeller built in FreeCAD PartDesign, with a create-edit step that changes blade count from 12 to 6.
- Reconstruct a round platform housing in FreeCAD PartDesign from an engineering drafting image — the drafting drawing image (multiple views…
- Parametric roller-chain spring clip built in FreeCAD PartDesign as a single extruded 2D side profile; the create-edit step enlarges the…
- Build a stateful dispatch CLI for the construction-materials shift packet in /app/packet . The executable must be available at…
- You are given high-resolution negative-ion LC-MS/MS data for an unknown IgG N-glycan . Your job is to interpret that data and report five…
- I have downloaded the gpt-2 weights stored as a TF .ckpt. Write me a dependency-free C file that samples from the model with arg-max…
- Quantitative proteomics expression data is located at /app/data/Full dataset curated.xlsx . The dataset contains ten groups (n = 3…
- Create the correct final decisions for every open row in /app/packet/claim export.csv . Use the local files in /app/packet as the only…
- Determine the topology, the degree of interpenetration, and the average internodal distance of the hydrogen-bonded organic frameworks…
- Create a python file /app/filter.py that removes JavaScript from HTML files to prevent XSS attacks. You should preserve as much of the…
- You are triaging a local stripped image-conversion service binary at /root/ico/ico . The service accepts byte-oriented client requests for…
- Intercepted Ciphertext Recovery
- Run the month-end Intrastat close for the currently open period. Both directions, outgoing goods and incoming goods , need to be filed…
- Deliver a JAX training recipe (build trainer/Trainer + load model, no checkpoint) for a decoder-only transformer; the verifier reproduces…
- Solve the Kuramoto-Sivashinsky equation
- A key-value server is running on port 9000 and is under load from a separate load generator container. The server is intentionally slow…
- Train a model to predict vertical lake water-temperature profiles for water-management use. The visible training observations are in…
- /app/data/layout.png is the target poster. /app/data/components/ contains the PNG asset library.
- /app/data/layout.png is a graphic design assembled from image elements in /app/data/components/ .
- A Lean 4 project is located at /app/ . It contains an axiomatic system with two relations, E and B , on an abstract type of points P .
- Resolve the electric-utility billing exception queue in /app/packet/MODERN CASES.json . The local operating rules are in…
- We have an e-commerce app API server running locally at http://main:8080 , currently backed by MySQL. We would like to migrate it to use…
- /paper/problems.jsonl contains 48 problem statements as {"id": "...", "problem text": "..."} — 24 drawn from 12 AIME exams ( 2018-AIME-I ……
- There are 20 GOÄ medical invoices waiting in the workspace at http://workspace:18073 . Process them as a claims reviewer would.
- The binary at /app/target binary is a build of memcached prepared for a security exercise: a researcher may have inserted a backdoor into…
- A team trained a GPT-style MoE model using a modified Megatron-LM fork with 4-way Tensor Parallel, 2-way Pipeline Parallel, and 2-way…
- You are provided a music excerpt in /app/Harmony.pdf. Complete the harmonization for four voices (SATB) in the style of a Bach chorale…
- Diagnose and repair an MVCC LSM stress-verification failure in a reduced storage-engine model.
- Improve the performance and responsiveness of the warehouse web app in /app .
- The ArcRail coordination office publishes a shared OWL ontology for railway reporting, and member states submit RDF/Turtle extracts that…
- Speed up the worker startup for the financial transaction processing pipeline so overdraft notifications are correct, not missed or…
- Route the photonic waveguides described in /app/layout spec.json and write the waypoint result to /app/routing result 1.json . Use the…
- In /app , training completes successfully, but the validation loss is significantly higher than expected:
- Use the documentation in /app/data/README DBGW.md and the configuration in /app/data/config/connections.yaml together with the provided…
- You are given 11 amino acid “training” sequences that make up a protein or part of a protein. For each sequence, you are given the…
- The React and TypeScript intake app in /app has a broken, shared submission workflow. Fix the form, validation, normalization…
- Implement a retro 8-bit system-on-chip in synthesizable Verilog, placing your sources in /app/src . The architecture must be identical to…
- You are working in a model-risk migration workspace in /app . The command /app/rebuild parity report.sh should rebuild a legacy-scorer…
- I'm working with twelve polymorphs of 5-methyl-2-((2-nitrophenyl)amino)thiophene-3-carbonitrile (ROY). For each conformer we have SCXRD…
- Implement /app/archive-clone , a single-file script that behaves exactly the same as the provided reference binary…
- Transcribe a mixed dry audio recording of a short four-part SATB chorale into a complete MusicXML 3.1 score, exactly matching the hidden…
- A session window processor at /app/app/ is not working correctly. The processor groups timestamped events into sessions based on an…
- After changing the local coding-agent runner to use the speculative decoding serving configuration from /app/sglang , it appears that some…
- Captured network data from a suspected exfiltration is at /app/data/ . One internal host generated suspicious outbound activity and…
- An unknown proto-language underwent a cascade of ordered sound changes to produce a modern daughter language. Your task is to recover the…
- Prove the theorem takens embedding existential in the Lean 4 project at /task/ .
- Four CSV files at /app/data/ represent independent billing systems from a regional telecom in Illinois (Mobile, Internet, Cable TV…
- The virtual machine in /app/work/ shows unexpected startup behavior: a marker file appears during boot. Identify the mechanism and remove…
- VBA UserForm port
- Build fast networkx , a faster drop-in subset of NetworkX focused on VF2++ graph isomorphism. import fast networkx as fnx must work from…
- We recently migrated our agents to DeepSeek-R1 served via vllm. However, the clients occasionally get back corrupted streaming responses…
- The CPU training harness at /app/pretrain.py writes a deterministic loss trace to /app/output/loss trace.pt , but the shipped installed…
- Repair the WAL-backed storage implementation under /app/ .
- Design a 2D silicon-photonics device that demultiplexes the $1520\ \text{nm}$ and $1580\ \text{nm}$ wavelength bands into two distinct…