vibrantlabsai/pool-desk-v5
pool-desk-v5: Harbor dataset on Hugging Face with 39 tasks. An OpenEnv environment for the OpenEnv Arena: 39 terminal tasks built on real public data, from all eight Arena domains. It is a subset of the reviewed task pool behind Pool Desk, v2, v3 and v4. Each episode is one task in a fresh…
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- Audit a Python package inventory against PyPA OSV advisories (ECOSYSTEM ranges, withdrawn entries, numeric version compare).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.
- 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…
- Reconcile EPA CAMPD unit heat input with EIA-923 plant fuel consumption for one state's 2024 fleet: total vs electric fuel, nuclear…
- 2024 capacity factors for one state's thermal generators: EIA-923 monthly net generation joined to the EIA-860 inventory, with…
- Group FRA Form 54 rail accident reports into accidents through shared incident numbers and joint-report links, total the deduplicated…
- Flag structures removed, added, recoded, reconstructed or suspiciously improved between two National Bridge Inventory snapshots.
- 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.
- Survey-weighted prevalence of high blood pressure in NHANES 2017-2018 adults, with Taylor-linearized standard errors over strata and PSUs.
- 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.
- 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…
- 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…
- Determine Type A programs (2 CFR 200.518 threshold, clusters as one program) for 30 single audits from Federal Audit Clearinghouse SEFA…
- Compute 2025 lobbying income per firm and client from LDA filings where the latest amendment or termination of each quarter supersedes…
- Build a May-to-June 2026 headcount bridge per sub-agency from OPM employment snapshots, accessions and separations, with grouped flow…
- Flag broken reporting lines (dangling, cycles, grade inversions, unrooted chains) with ordered rules in a UK department senior-post…
- Add a live SUMIFS summary sheet (object class by legislative year, with shares) to a House disbursements workbook.
- Tie out a House Statement of Disbursements summary grid against its detail ledger for six offices and list the planted QTD breaks.
- Harmonise three UK departments' spending-over-£25k files (encodings, £ strings, schemas) and total spend for 14 suppliers matched by a…
- Resolve effective GITHUB TOKEN permissions for every job in 89 real workflows (job overrides workflow, defaults) and flag write-capable…
- Build a per-session ledger (client, reattaches, expiry vs client close, lifetime) from a real three-server ZooKeeper log where socket…