vibrantlabsai/pool-desk-v4
pool-desk-v4: Harbor dataset on Hugging Face with 36 tasks. An OpenEnv environment for the OpenEnv Arena: 36 terminal tasks built on real public data, from six Arena domains. It is a subset of the reviewed task pool behind Pool Desk, v2 and v3. Each episode is one task in a fresh container with…
Tasks
- From a Cowrie honeypot login log, find sources whose first successful login followed 30+ failed attempts across sessions, with the winning…
- Tier the CVEs in a scanner export by CISA KEV (as of a past review date) ransomware use and membership, EPSS score and EPSS percentile…
- Diff a hand-edited local KEV tracker CSV against the official KEV catalog JSON, ignoring formatting noise, and report the drift as JSON.
- Audit a sample of NVD 2024 CVE records for large disagreements between NVD and CNA CVSS v3 base scores, telling the CNA entry apart from…
- Audit a Python package inventory against PyPA OSV advisories (ECOSYSTEM ranges, withdrawn entries, numeric version compare).
- Count failed SSH password attempts per source IP from a day of sshd syslog (expanding repeat lines), and flag brute-force sources that…
- Write a Python regex detection rule for failed SSH password attempts with named user and ip groups, scored on hidden real sshd lines.
- Compute the Texas ratio for 30 AZ/NV banks from Call Report items identified by caption, with RCFD/RCON selection and a 10% watch flag.
- Audit a FERC Form 1 plant in service extract (PUDL, 10 disguised utilities, 2023-2024): list accounts whose signed roll-forward or…
- Pick face-of-balance-sheet XBRL facts from SEC FSDS num.txt and report or derive total liabilities for 70 small-filer 10-Qs.
- Check 24 small filers' hand-keyed 10-K balance sheet figures against SEC FSDS num.txt XBRL facts and give each mismatch the first-matching…
- Pick face-of-statement XBRL facts from SEC FSDS num.txt for 30 small-filer 10-Qs, compute current ratio and nine-month cash runway, and…
- Estimate households and mean adjusted household income for three areas from ACS PUMS housing records, with successive-difference replicate…
- Crude and directly age-adjusted weighted smoking prevalence for three disguised states from BRFSS 2023 respondent records.
- Audit damaged integral-point lists for 50 re-modelled Cremona elliptic curves: report bogus and missing x-coordinates.
- Find curves filed under the wrong isogeny class in a re-modelled table of Cremona elliptic curves, by comparing a p from point counts.
- Survey-weighted prevalence of high blood pressure in NHANES 2017-2018 adults, with Taylor-linearized standard errors over strata and PSUs.
- CKD-EPI 2021 eGFR, KDIGO stage counts and weighted chronic kidney disease prevalence from NHANES 2017-2018 examination data.
- Audit a table of elliptic curves (Cremona ecdata, re-modelled) for wrong a p values and points not on the curve.
- Write FFmpeg FFMETADATA1 chapter files for LibriVox audiobooks: contiguous ms chapters, HTML-cleaned and escaped section titles.
- QA a Polish Fluent translation against the current en-US source: missing and obsolete ids, unknown variables, missing attributes.
- Audit ISBN-10/ISBN-13 values of Open Library editions (check digits, 10- 13 consistency) and emit a feed ISBN-13 and status per edition.
- Parse free-text museum dimension lines (inches with fractions, cm or mm), convert to cm and flag mistyped metric conversions.
- Reconcile a label's CD releases between MusicBrainz and Discogs exports by barcode and report track-count and runtime status per release.
- Sum Discogs vinyl tracklists per side (A/B/AA ...) and flag sides over the cutting limit for the record speed.
- Parse a GHCN-Daily fixed-width station record and compute QC-aware monthly TMAX/TMIN means with valid-day counts and a completeness rule.
- Annual precipitation accounting for five GHCN-Daily stations: fixed-width parsing, QFLAG and sentinel rules, MDPR/DAPR multi-day totals…
- Compute per-storm accumulated cyclone energy for the 2024 global season from an IBTrACS-format extract (units line, synoptic-only fixes…
- Harmonise four NDBC stdmet buoy files across format eras (header drift, sentinels, sampling change, year-boundary record) into per-year…
- Apply an ordered QC screen (duplicate timestamps, range checks that skip sentinels, gust below wind) to a year of NDBC buoy observations…
- Compute UniProt sequence coverage by PDB entries at or below 2.5 A by joining a SIFTS segment table to the wwPDB resolution index and…
- Resolve effective GITHUB TOKEN permissions for every job in 89 real workflows (job overrides workflow, defaults) and flag write-capable…
- Find Python-version classifiers that 42 PyPI packages advertise but their own requires python excludes, judged over patch releases.
- Resolve GitHub CODEOWNERS for 160 paths of a real repository: gitignore pattern semantics, last match wins, owner-less rules.
- Class 271 real PEP 508 requirement strings of 30 PyPI packages as pinned, bounded, floor or open (PEP 440 operator semantics) and count…
- Build a per-session ledger (client, reattaches, expiry vs client close, lifetime) from a real three-server ZooKeeper log where socket…