Computer-Use Agent Taxonomy中文
R04.01.01.02 · TASK CLASS

Wide aggregation into a table

Collect many entities and attributes across sites into a complete table.

20 project-authored proposals · taxonomy v1.1 · 0 new benchmark runs. Verifiers and partial-credit rules below are designs, not executed results.

Typical applications
Chrome · spreadsheets
Class GUI-need label
CL · CLI-sufficient

Task proposals · 20

Expand to inspect the complete original wording and proposed checks. Original proposal text remains English in both interfaces.

R04.01.01.02-T01 EU statutory minimum wages table

Original instruction

Build minwage.csv with one row per current EU member state: columns country, has_statutory_minimum (yes/no), monthly_minimum_eur. For states without a national statutory minimum, set has_statutory_minimum=no and leave the amount blank. Use the latest published figures.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms multi · Cross-app
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals the 27 member states (recall+precision 1.0); has_statutory flags correct; amounts within 2% of reference; no-statutory states correctly blank. Graded against the reference CSV.

Proposed partial credit

30% all 27 states; 30% statutory flags; 40% amounts within tolerance

R04.01.01.02-T02 African capitals with population

Original instruction

Build africapitals.csv with one row per sovereign African country: columns country, capital, capital_population. Use the most recent available population for the capital city. Mark any capital whose population figure is unavailable as blank.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms multi · Cross-app
Work product
WP02 · Records/table
Conditions
long · Long-horizon
Proposed difficulty
4 / 5

Proposed verifier

Row set equals the 54 sovereign states (recall+precision 1.0); capitals correct; populations within 5% of reference or correctly blank. Graded against the reference CSV.

Proposed partial credit

30% all countries; 30% correct capitals; 40% populations within tolerance

R04.01.01.02-T03 World Cup finals table

Original instruction

Build wcfinals.csv with one row per FIFA men's World Cup final: columns year, host_country, winner, runner_up, final_score. Include every edition through the latest completed tournament.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
2 / 5

Proposed verifier

Row set equals every edition (recall+precision 1.0); winner/runner-up/score cells match reference exactly. Graded against the reference CSV.

Proposed partial credit

40% all editions; 30% winners/runners; 30% scores

R04.01.01.02-T04 Periodic table attributes

Original instruction

Build elements.csv with one row per chemical element (1-118): columns atomic_number, symbol, name, group, period. Leave group blank for the f-block lanthanides/actinides where no main group applies.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
CL · CLI-sufficient
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
2 / 5

Proposed verifier

118 rows with correct symbol/name/period for each atomic number and correct group (blank for f-block). Graded against the reference CSV (exact).

Proposed partial credit

30% all 118 rows; 40% symbol/name/period; 30% group handling

R04.01.01.02-T05 US states facts table

Original instruction

Build states.csv with one row per US state: columns state, postal_abbreviation, capital, year_admitted. Fifty rows, no territories.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
CL · CLI-sufficient
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
2 / 5

Proposed verifier

50 rows (no territories); abbreviation, capital, and admission year correct for each. Graded against the reference CSV (exact).

Proposed partial credit

30% all 50 states; 40% capitals+abbreviations; 30% admission years

R04.01.01.02-T06 Nobel Physics laureates in a decade

Original instruction

Build nobel_physics.csv with one row per Nobel Prize in Physics awarded in a specified decade: columns year, laureate, country_affiliation, citation_topic. Split shared prizes into one row per laureate.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals all laureates in the decade (recall+precision 1.0, shared prizes split); country and topic cells match reference. Graded against the reference CSV.

Proposed partial credit

40% all laureates (splits); 30% countries; 30% topics

R04.01.01.02-T07 Metro line stations table

Original instruction

Build line_stations.csv with one row per station on a named metro line, in order: columns position, station_name, opening_year, interchange_lines. List interchange lines as a semicolon-separated set (blank if none).

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals every station in correct order (recall+precision 1.0); opening years and interchange sets match reference. Graded against the reference CSV.

Proposed partial credit

40% all stations in order; 30% opening years; 30% interchanges

R04.01.01.02-T08 UNESCO sites in a country

Original instruction

Build unesco.csv with one row per UNESCO World Heritage Site in a specified country: columns site_name, year_inscribed, category (cultural/natural/mixed). Include all inscribed sites through the latest session.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals all inscribed sites (recall+precision 1.0); year and category correct. Graded against the reference CSV.

Proposed partial credit

40% all sites; 30% years; 30% categories

R04.01.01.02-T09 Summer Olympics editions table

Original instruction

Build olympics.csv with one row per Summer Olympic Games: columns year, host_city, host_country, nations_participating, events. Include every held edition (exclude cancelled ones, noting none).

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals every held edition (recall+precision 1.0); city/country exact; nations and events within reference values. Graded against the reference CSV.

Proposed partial credit

40% all editions+cities; 30% countries; 30% nations/events counts

R04.01.01.02-T10 Director filmography table

Original instruction

Build filmography.csv with one row per feature film directed by a named director: columns title, year, runtime_min, distributor. Include only theatrical features (exclude shorts and TV), noting exclusions are intentional.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals the director's theatrical features (recall+precision 1.0); year and runtime correct; distributor matches reference. Graded against the reference CSV.

Proposed partial credit

40% all features; 30% years; 30% runtime/distributor

R04.01.01.02-T11 Counties of a state table

Original instruction

Build counties.csv with one row per county in a specified US state: columns county_name, county_seat, population_latest_census. Include every county (or equivalent).

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms multi · Cross-app
Work product
WP02 · Records/table
Conditions
long · Long-horizon
Proposed difficulty
4 / 5

Proposed verifier

Row set equals every county (recall+precision 1.0); seats correct; populations match the latest census within 1%. Graded against the reference CSV.

Proposed partial credit

40% all counties; 30% seats; 30% populations

R04.01.01.02-T12 Grand Slam champions over a span

Original instruction

Build slam_champions.csv with one row per Grand Slam singles title in a specified multi-year span: columns year, tournament, draw (men/women), champion, runner_up. One row per final.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms multi · Cross-app
Work product
WP02 · Records/table
Conditions
long · Long-horizon
Proposed difficulty
4 / 5

Proposed verifier

Row set equals all finals in the span (recall+precision 1.0); champion/runner-up cells match reference. Graded against the reference CSV.

Proposed partial credit

40% all finals; 30% champions; 30% runners-up

R04.01.01.02-T13 Planets and major moons table

Original instruction

Build bodies.csv with one row per planet and per major moon (diameter > 400 km) of the solar system: columns body_name, type (planet/moon), parent_body, mean_radius_km, discovery_year. Planets have blank discovery_year where applicable.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals the planets + qualifying moons (recall+precision 1.0 against the reference threshold list); radii within 2%; discovery years correct or blank. Graded against the reference CSV.

Proposed partial credit

40% all bodies; 30% radii; 30% discovery years

R04.01.01.02-T14 Constituencies and winners table

Original instruction

Build constituencies.csv with one row per electoral constituency in a specified region for a given election: columns constituency, winning_party, winning_candidate, margin_votes. Public election results only.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms multi · Cross-app
Work product
WP02 · Records/table
Conditions
long · Long-horizon
Proposed difficulty
4 / 5

Proposed verifier

Row set equals every constituency (recall+precision 1.0); winning party/candidate correct; margins within 1%. Graded against the reference CSV.

Proposed partial credit

40% all constituencies; 30% winning party; 30% candidate+margin

R04.01.01.02-T15 Band discography table

Original instruction

Build discography.csv with one row per studio album by a named band: columns title, release_year, label, peak_chart_position. Studio albums only (exclude live/compilations), exclusions intentional.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals the studio albums (recall+precision 1.0); year/label correct; chart peak matches reference or blank where uncharted. Graded against the reference CSV.

Proposed partial credit

40% all studio albums; 30% year/label; 30% chart peaks

R04.01.01.02-T16 Airports of a country table

Original instruction

Build airports.csv with one row per airport with scheduled passenger service in a specified country: columns airport_name, iata_code, city_served, type (international/domestic). Include every such airport.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms multi · Cross-app
Work product
WP02 · Records/table
Conditions
long · Long-horizon
Proposed difficulty
4 / 5

Proposed verifier

Row set equals all qualifying airports (recall >= 0.95, precision 1.0); IATA codes and city served correct. Graded against the reference CSV.

Proposed partial credit

40% airport recall; 30% IATA codes; 30% city/type

R04.01.01.02-T17 Eclipses in a date range table

Original instruction

Build eclipses.csv with one row per solar eclipse in a specified multi-year range: columns date, type (total/annular/partial/hybrid), magnitude, main_region_of_visibility. Include every solar eclipse in the range.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
4 / 5

Proposed verifier

Row set equals all solar eclipses in the range (recall+precision 1.0); type and magnitude match reference; region correct. Graded against the reference CSV.

Proposed partial credit

40% all eclipses; 30% types; 30% magnitude/region

R04.01.01.02-T18 Legislative committee roster table

Original instruction

Build committee.csv with one row per member of a specified public legislative committee: columns member_name, party, district_or_state, role (chair/ranking/member). Use the current published roster.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP02 · Records/table
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

Row set equals the current roster (recall+precision 1.0); party, district, and role correct. Graded against the reference CSV.

Proposed partial credit

40% all members; 30% party/district; 30% roles

R04.01.01.02-T19 Full season results table

Original instruction

Build season.csv with one row per match of a specified sports league regular season: columns matchday, date, home_team, away_team, home_score, away_score. Include every scheduled match (hundreds of rows).

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
HY · Hybrid
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms multi · Cross-app
Work product
WP02 · Records/table
Conditions
long · Long-horizon
Proposed difficulty
5 / 5

Proposed verifier

Row set equals every scheduled match (recall >= 0.98, precision 1.0); scores and teams match reference per match. Graded against the reference CSV.

Proposed partial credit

40% match recall; 30% correct fixtures; 30% scores

R04.01.01.02-T20 Multi-site attribute join table

Original instruction

Build companies.csv for a named stock index: one row per constituent with columns company, ticker, sector, headquarters_city, founded_year. Each attribute may require a different source (index list, company profile, encyclopedia). Mark any unavailable cell blank.

Platforms
web · Any OS (web)
Applications
Chrome · spreadsheets
Interfaces
brow · Browser desk · Desktop GUI
GUI need · task setting
CL · CLI-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms multi · Cross-app
Work product
WP02 · Records/table
Conditions
long · Long-horizon multiapp · Multi-app
Proposed difficulty
5 / 5

Proposed verifier

Row set equals the index constituents (recall+precision 1.0); ticker/sector/HQ/founded match reference or correctly blank. Graded against the reference CSV.

Proposed partial credit

30% all constituents; 30% tickers/sectors; 40% HQ + founded year

Mapped research references

Existing benchmark-to-class links from the research catalog. They are not record-level annotations, executions or product endorsements.

In this workflow family