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Prompt library · AI · 6 prompts

Prompts from the guide

Hlídač státu as a journalism tool

6 prompts from this guide. Fill in whatever sits in [square brackets] — your own context, the document text or the name of your tool. That context is exactly what separates a generic answer from a usable one.

Read the full guide →

Prompt: screening one agency

Use only data from Hlídač státu — don't add anything from memory.

For the institution [agency name]:
1. Find its company ID and confirm it's the right entity
   (registered address, type).
2. Return the K-index for every available year. If there isn't
   one, say so.
3. List contracts from the last three years flagged as having
   serious legal issues.
4. List contracts with a hidden price.
5. List contracts whose value sits just under the public
   procurement threshold.

For each contract, give: date, counterparty with its company ID,
amount, subject, and an identifier for looking it up.
At the end, state how many results there were in total and how
many you're showing — I need to know if I'm looking at the first
page or at everything.

Prompt: a company's dealings with the state over time

For the company [name], find its company ID and then build a
profile of its business with the state:

- a summary of its dealings with the state (contracts, subsidies, risks)
- the volume of contracts by year, as a table
- its five largest contracts with date, contracting authority, and amount
- insolvency proceedings by company ID, including the company's role in them
- criminal records for the legal entity
- unreliable VAT payer status
- subsidiary companies

For each figure, note which source it comes from.
Where data doesn't exist, write “not in the data” — don't
estimate or fill in gaps.

Prompt: cross-checking donations

For the company [name, company ID] and for its directors and
partners (look them up as people), find:

1. donations to political parties — who, when, to whom, how much
2. contracts and procurement with the state — when and with whom

Build a single timeline with both series side by side, sorted
by date.

Don't draw any conclusion about a connection. Just show me where
donations and contracts sit close together in time, and for each
such pair note what BORING explanation could account for it.

Prompt: subsidies by region and by sector

Search for subsidies in the area of [e.g. sport] awarded in the
years [range] to recipients based in [region/municipality].

Sort by amount descending, return the top 30.
For each: recipient with company ID, program, project, amount,
year, grantor.

Then separately list recipients who appear more than once in
the results, with their combined total.

Prompt: what got said about it on the floor

In the Chamber of Deputies transcripts, find speeches that
mention [topic / program name / company name], from [date] onward.

Return a table: date, speaker, session, topic, one quoted sentence.
Sort from most recent. Then for the three most relevant, give me
the full passage of the speech so I can read it in context.

State how many records the query found in total.

Prompt: turning findings into something you can verify

From everything you've found in this conversation, build a single
table with these columns:

1. claim (one sentence, as it might appear in the piece)
2. the specific data behind it (record type, identifier, amount, date)
3. where I can verify it at the source (which registry, what to
   search for)
4. what's still missing before this could be published

Don't put anything in column 1 that doesn't have a record in column 2.
At the end, add a list titled OPEN QUESTIONS: things public data
can't answer, that I need to ask someone about directly.

All prompts