Prompts

Catalog of Data Hub MCP prompts: scripted workflows for summaries, troubleshooting, and attribution.

ForDevelopers and integrators

Prompts are scripted workflows the client surfaces to the user. Each prompt assembles a multi-step instruction that the model then executes using MCP tools. Argument schemas below match what the server advertises over the protocol.

See MCP overview for authentication and client setup.

`daily_summary`

Summarize all instrument activity for a given day, including run counts, failures, and system health.

Arguments

date

string

Date to summarize (YYYY-MM-DD, UTC calendar day). Defaults to the current UTC day.

`troubleshoot_instrument`

Diagnose connectivity or processing issues for an instrument by inspecting its status and watcher health.

Arguments

instrumentIdrequired

string

Instrument identifier to troubleshoot

`compare_runs`

Compare the results of two runs side by side, highlighting differences in experimental outcomes.

Arguments

instrumentIdrequired

string

Instrument identifier (both runs must be on the same instrument)

runId1required

string

First run identifier

runId2required

string

Second run identifier

`find_my_runs`

List runs claimed by the authenticated user, optionally scoped to an instrument and date range.

Arguments

instrumentId

string

Optional instrument to narrow results

dateFrom

string

Start date (YYYY-MM-DD, UTC), inclusive

dateTo

string

End date (YYYY-MM-DD, UTC), inclusive

`explain_failed_run`

Diagnose why a run failed and suggest reprocess or upload fixes.

Arguments

instrumentIdrequired

string

Instrument identifier

runIdrequired

string

Run identifier within the instrument

`claim_unattributed_runs`

Find unattributed runs on an instrument and claim them for the authenticated user after confirmation.

Arguments

instrumentIdrequired

string

Instrument identifier

dateFrom

string

Optional start date (YYYY-MM-DD, UTC)

dateTo

string

Optional end date (YYYY-MM-DD, UTC)

`summarize_instrument_week`

Summarize one instrument's activity over the last seven days (or a provided window).

Arguments

instrumentIdrequired

string

Instrument identifier

dateFrom

string

Start date (YYYY-MM-DD, UTC). Defaults to 7 days ago (UTC).

dateTo

string

End date (YYYY-MM-DD, UTC). Defaults to today (UTC).

daily_summary

troubleshoot_instrument

compare_runs

find_my_runs

explain_failed_run

claim_unattributed_runs

summarize_instrument_week

On this page

`daily_summary`

`troubleshoot_instrument`

`compare_runs`

`find_my_runs`

`explain_failed_run`

`claim_unattributed_runs`

`summarize_instrument_week`