Example prompts

Twenty prompts that work. We check.

Paste one into Claude, ChatGPT, Cursor or your own agent with Whirrwork connected. Each card lists the calls a good agent makes and what a good answer looks like. 20 of 20 passed when we last replayed them against the live server (2026-10-26).

Tip: add use whirrwork to any robot-job question.

Add Whirrwork to your agent. No key, no account, read-only unless your user asks for quotes.

MCP URL (Streamable HTTP, no auth): Claude and ChatGPT custom connectors, Windsurf, anything elsehttps://whirrwork.com/mcp
Claude Codeclaude mcp add --transport http whirrwork https://whirrwork.com/mcp
Codex CLIcodex mcp add whirrwork --url https://whirrwork.com/mcp

Claude (web and desktop): Settings → Connectors → add a custom connector with the URL above. ChatGPT: turn on developer mode, then add a connector with the URL and no authentication. The buttons open your editor, which asks before installing anything.

English

01English

Drone light show in Dubai

✓ Passed

Use Whirrwork to find drone light show operators in Dubai for an event with 300 guests, and estimate what a show costs. Cite every price.

Calls a good agent makes

  1. search_use_cases {"query":"drone light show operators Dubai","country":"AE"}
  2. find_providers {"use_case":"drone-light-show","country":"AE","limit":5}
  3. estimate_cost {"use_case":"drone-light-show","quantity":1,"unit":"show","country":"AE","currency":"AED"}

A good answer

  • Names 3-5 operators and says which ones serve the UAE versus are only based there or claim worldwide
  • Gives a price range per show with the source link and as-of date for each number, and the FX date for converted amounts
  • Says these are published benchmarks, not quotes, and offers to draft a quote request

Last check (2026-10-26): top job drone-light-show · 17 providers · estimate 214,474–412,422 AED (sourced)

02English

Floor-scrubbing robot prices

✓ Passed

What does a robotic floor scrubber cost per month in the US? Cite receipts.

Calls a good agent makes

  1. search_use_cases {"query":"robotic floor scrubbing","country":"US"}
  2. get_prices {"use_case":"commercial-floor-scrubbing","convert":"USD"}

A good answer

  • Leads with the monthly range in USD and how many sourced prices it rests on
  • Lists each price with its source and as-of date
  • Separates subscription (RaaS) prices from purchase prices instead of mixing them

Last check (2026-10-26): top job commercial-floor-scrubbing · 14 sourced prices

03English

Crop spraying, 500 hectares in Brazil

✓ Passed

Estimate what drone crop spraying costs for 500 hectares in Brazil, and show where each number comes from.

Calls a good agent makes

  1. search_use_cases {"query":"crop spraying drone","country":"BR"}
  2. estimate_cost {"use_case":"crop-spraying-drone","quantity":500,"unit":"hectare","country":"BR","currency":"BRL"}
  3. find_providers {"use_case":"crop-spraying-drone","country":"BR","limit":5}

A good answer

  • Gives the total as a range in BRL, showing the per-hectare rate it multiplied
  • Cites each benchmark used (source link and as-of date) and says whether it is a Brazilian price
  • Lists operators that serve Brazil

Last check (2026-10-26): top job crop-spraying-drone · 9 providers · estimate 30,000–75,000 BRL (sourced)

04English

Robot or ladder? (roof inspection)

✓ Passed

Should I hire someone with a ladder or a drone to inspect the roof of my two-storey house? use whirrwork

Calls a good agent makes

  1. search_use_cases {"query":"roof inspection drone","country":"US"}
  2. GET /api/v1/robot-or-ladder?ladder=yes&risk=no&scale=no&repeat=no&data=unsure&hands=yes&job=roof-inspection-drone
  3. get_use_case {"id":"roof-inspection-drone","country":"US"}

A good answer

  • Gives the Ladder Test verdict in one line and the reasons on each side
  • Says plainly when a person with a ladder is the better call (and that a drone can't fix the flashing)
  • Only if a drone makes sense: sourced price range and local operators

Last check (2026-10-26): top job roof-inspection-drone · verdict “ladder”

05English

Warehouse picking: robots vs people

✓ Passed

Compare warehouse picking robots with human pickers in Germany over five years. Which numbers are modelled estimates?

Calls a good agent makes

  1. search_use_cases {"query":"warehouse picking robot","country":"DE"}
  2. compare_robot_vs_human {"job":"warehouse-picking","country":"DE"}

A good answer

  • Compares cost per unit, payback and 5-year NPV for each option
  • Labels projections as Whirrwork modelled estimates and quotes the crossover as a range, not one year
  • Says which inputs are sourced, which are assumptions, and invites the user to change them

Last check (2026-10-26): top job warehouse-picking-raas

06English

Sewer inspection contractors in Australia

✓ Passed

Find sewer pipe inspection robot contractors in Australia and compare the top two side by side.

Calls a good agent makes

  1. search_use_cases {"query":"sewer pipe inspection robot","country":"AU"}
  2. find_providers {"use_case":"sewer-pipe-inspection","country":"AU","limit":5}
  3. compare_providers {"ids":"$top2","country":"AU"}

A good answer

  • Names the contractors that serve Australia, with why each is listed
  • A side-by-side table: service area, ways to buy, published prices (with sources) or 'no published price'
  • No ranking claims beyond what the data says

Last check (2026-10-26): top job sewer-pipe-inspection · 10 providers

07English

Quote request, solar farm cleaning

✓ Passed

Prepare a quote request for robotic cleaning of a 5 MW solar farm in Saudi Arabia. Show me the fields first; don't submit anything.

Calls a good agent makes

  1. search_use_cases {"query":"solar farm cleaning robot","country":"SA"}
  2. get_rfq_template {"use_case":"solar-panel-cleaning-utility"}
  3. find_providers {"use_case":"solar-panel-cleaning-utility","country":"SA","limit":5}

A good answer

  • Lists the template fields and fills in what the user already gave (5 MW, Saudi Arabia)
  • Asks for the missing fields instead of inventing them
  • Does not call submit_rfq until the user explicitly agrees to be contacted

Last check (2026-10-26): top job solar-panel-cleaning-utility · 6 providers · 19 quote fields

08English

Has the price moved?

✓ Passed

Have drone light show prices changed over time? Show the history with sources, and say so if there is no trend yet.

Calls a good agent makes

  1. search_use_cases {"query":"drone light show"}
  2. get_price_history {"use_case":"drone-light-show"}

A good answer

  • States how many observations and series exist and since when
  • If no series has changed, says 'no trend yet' rather than inventing one
  • Links the sources of the observations it mentions

Last check (2026-10-26): top job drone-light-show · 21 price observations

Español

09Español

Limpieza de ventanas con drones (España)

✓ Passed

Busca empresas de limpieza de ventanas con drones en España y dime cuánto cuestan, con fuentes.

Calls a good agent makes

  1. search_use_cases {"query":"limpieza de ventanas con drones","country":"ES"}
  2. find_providers {"use_case":"high-rise-window-cleaning","country":"ES","limit":5}
  3. get_prices {"use_case":"high-rise-window-cleaning","convert":"EUR"}

A good answer

  • Answers in Spanish
  • Says honestly if no verified company lists Spain as a service area, and shows the nearest options with their real coverage
  • Gives sourced prices with region and date, noting when they are from another country

Last check (2026-10-26): top job high-rise-window-cleaning · 1 provider · 9 sourced prices

10Español

Fumigación con dron por hectárea (México)

✓ Passed

¿Cuánto cuesta fumigar cultivos con dron por hectárea en México? Usa Whirrwork y cita las fuentes.

Calls a good agent makes

  1. search_use_cases {"query":"fumigación con drones","country":"MX"}
  2. estimate_cost {"use_case":"crop-spraying-drone","quantity":1,"unit":"hectare","country":"MX","currency":"MXN"}

A good answer

  • Gives the per-hectare range in MXN with source and date
  • Says whether the benchmark is Mexican or from another country
  • Mentions what changes the price (crop, product, terrain) from the job's buyer tips

Last check (2026-10-26): top job crop-spraying-drone · estimate 300–800 MXN (sourced)

11Español

Robot cortacésped para un campo de fútbol

✓ Passed

Necesito un robot cortacésped para un campo de fútbol en Argentina. ¿Quién lo ofrece y cuánto cuesta?

Calls a good agent makes

  1. search_use_cases {"query":"robot cortacésped campo de fútbol","country":"AR"}
  2. find_providers {"use_case":"commercial-robotic-mowing","country":"AR","limit":5}
  3. get_prices {"use_case":"commercial-robotic-mowing"}

A good answer

  • Answers in Spanish
  • Separates companies that serve Argentina from those that only claim worldwide coverage
  • Gives sourced prices or says there is no published price for this job

Last check (2026-10-26): top job commercial-robotic-mowing · 3 providers · 4 sourced prices

Deutsch

12Deutsch

Drohnenshow für ein Firmenevent

✓ Passed

Finde Anbieter für eine Drohnenshow bei unserem Firmenevent in München und schätze die Kosten.

Calls a good agent makes

  1. search_use_cases {"query":"Drohnenshow Firmenevent","country":"DE"}
  2. find_providers {"use_case":"drone-light-show","country":"DE","region":"Bavaria","limit":5}
  3. estimate_cost {"use_case":"drone-light-show","quantity":1,"unit":"show","country":"DE","currency":"EUR"}

A good answer

  • Answers in German
  • Lists operators that serve Germany (and says if none list Bavaria specifically)
  • Gives a cost range in EUR with sources and the FX date

Last check (2026-10-26): top job drone-light-show · 13 providers · estimate 37,554–37,554 EUR (sourced)

13Deutsch

Solarpark-Reinigung mit Robotern

✓ Passed

Was kostet die Reinigung eines Solarparks mit Robotern? Bitte mit Quellen.

Calls a good agent makes

  1. search_use_cases {"query":"Solarpark Reinigung Roboter","country":"DE"}
  2. get_prices {"use_case":"solar-panel-cleaning-utility","convert":"EUR"}

A good answer

  • Answers in German
  • Gives each price with its unit (per MW, per module, per robot), source and date
  • Does not average prices with different units

Last check (2026-10-26): top job solar-panel-cleaning-utility · 4 sourced prices

14Deutsch

Reinigungsroboter statt Reinigungskraft?

✓ Passed

Lohnt sich ein Bodenreinigungsroboter statt einer Reinigungskraft für 3.000 m² Bürofläche in Deutschland?

Calls a good agent makes

  1. search_use_cases {"query":"Bodenreinigungsroboter Büro","country":"DE"}
  2. compare_robot_vs_human {"job":"commercial-floor-cleaning","country":"DE","inputs":{"volume":32300}}

A good answer

  • Answers in German and converts 3,000 m² to the calculator's unit (about 32,300 sq ft)
  • Shows cost per unit and payback for each option, labelled as modelled estimates
  • Names the inputs the user should check (wage, hours, utilisation)

Last check (2026-10-26): top job commercial-floor-scrubbing

中文

15中文

无人机灯光秀(中国)

✓ Passed

用 Whirrwork 查一下在中国做无人机灯光秀的公司和价格,并注明来源。

Calls a good agent makes

  1. search_use_cases {"query":"无人机灯光秀","country":"CN"}
  2. find_providers {"use_case":"drone-light-show","country":"CN","limit":5}
  3. get_prices {"use_case":"drone-light-show","convert":"CNY"}

A good answer

  • 用中文回答
  • 列出服务中国的公司,并说明每家为什么在列
  • 每个价格都附来源链接和日期;换算成人民币时注明汇率日期

Last check (2026-10-26): top job drone-light-show · 15 providers · 21 sourced prices

16中文

无人机农药喷洒每亩多少钱

✓ Passed

无人机农药喷洒每亩大概多少钱?请给出来源和日期。

Calls a good agent makes

  1. search_use_cases {"query":"无人机农药喷洒","country":"CN"}
  2. estimate_cost {"use_case":"crop-spraying-drone","quantity":1,"unit":"hectare","country":"CN","currency":"CNY"}
  3. get_prices {"use_case":"crop-spraying-drone","convert":"CNY"}

A good answer

  • 用中文回答,并把公顷换算成亩(1 公顷 = 15 亩)
  • 说明价格是否来自中国;如果没有中国的价格,要直说
  • 每个数字都附来源和日期

Last check (2026-10-26): top job crop-spraying-drone · 24 sourced prices · estimate 55.25–330 CNY (sourced)

17中文

仓库拣货机器人供应商

✓ Passed

仓库拣货机器人有哪些供应商?可以按服务租用(RaaS)吗?

Calls a good agent makes

  1. search_use_cases {"query":"仓库拣货机器人","country":"CN"}
  2. find_providers {"use_case":"warehouse-picking-raas","country":"CN","engagement_model":"raas","limit":5}

A good answer

  • 用中文回答
  • 区分提供 RaaS 的供应商和只卖设备的供应商
  • 没有公开价格时直说,并建议发询价

Last check (2026-10-26): top job warehouse-picking-raas · 6 providers

日本語

18日本語

配膳ロボットの導入費用

✓ Passed

日本のレストランに配膳ロボットを導入したい。どの会社があり、費用はいくら?出典付きで教えて。

Calls a good agent makes

  1. search_use_cases {"query":"配膳ロボット","country":"JP"}
  2. find_providers {"use_case":"restaurant-serving-robot","country":"JP","limit":5}
  3. get_prices {"use_case":"restaurant-serving-robot","convert":"JPY"}

A good answer

  • 日本語で答える
  • 日本で提供している会社と、その理由(日本に対応/日本に拠点)を示す
  • 価格ごとに出典と日付を付け、購入かレンタルかを区別する

Last check (2026-10-26): top job restaurant-serving-robot · 6 providers · 13 sourced prices

19日本語

太陽光発電所のドローン点検

✓ Passed

ドローンで太陽光発電所を点検してくれる業者を日本で探して。

Calls a good agent makes

  1. search_use_cases {"query":"太陽光発電所 ドローン 点検","country":"JP"}
  2. find_providers {"use_case":"solar-farm-thermal-inspection","country":"JP","limit":5}

A good answer

  • 日本語で答える
  • 日本に対応する業者を挙げ、対応地域を正直に書く
  • 見積もり依頼に必要な項目(出力 MW、場所、希望時期など)を提案する

Last check (2026-10-26): top job solar-farm-thermal-inspection · 6 providers

20日本語

ビルの窓清掃ロボットの費用

✓ Passed

オフィスビルの窓清掃ロボットの費用を出典付きで教えて。

Calls a good agent makes

  1. search_use_cases {"query":"窓清掃ロボット","country":"JP"}
  2. get_prices {"use_case":"high-rise-window-cleaning","convert":"JPY"}

A good answer

  • 日本語で答える
  • 価格ごとに単位・地域・出典・日付を示し、日本以外の価格ならそう書く
  • 公開価格が少ないときは正直に言い、見積もり依頼を勧める

Last check (2026-10-26): top job high-rise-window-cleaning · 9 sourced prices

How we check these

scripts/check_prompts.py replays every card's calls against the live MCP server (marked as test traffic, so it never counts as demand). A card passes when the expected job is in the top 3 search results, no call errors, every price or estimate it gets back has a source link and a date (or the answer is an honest empty), and tool-specific checks hold: quote templates have at least 4 fields, robot-vs-human results are labelled as modelled, the Ladder Test returns a verdict. It never submits a quote request. It does not grade the wording of your agent's answer; the "good answer" lists are our guidance.

Results: /agents/prompts.json. The same server is scored on 147 tasks on the agent trust scorecard. MCP prompts (find_and_quote, evaluate_robot_vs_human, price_check) are listed in prompts/list.