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Documentation Index

Fetch the complete documentation index at: https://docs.terrapinfinance.com/llms.txt

Use this file to discover all available pages before exploring further.

Step-by-step recipes for the tasks analysts run most often. If you find yourself doing the same sequence repeatedly and it isn’t here, let us know.
1

Open Deep Dive

Go to Deep Dive (/munis/credit-intel).
2

Create a session

In the sidebar, enter the CUSIP or entity name and submit. A new session opens for that obligor.
3

Scope the documents

In the document filter bar, set Years Back to the horizon you want the tear sheet to cover. Confirm the “N documents selected” counter is greater than 0.
4

Ask the question

Type your question in the chat box, or type / and pick run-prompt to apply a saved prompt template.
5

Export or follow up

When the answer is in, ask a follow-up or click Export to save as PDF or DOCX.
1

Author a prompt template

Open Prompts (/munis/prompts). Pick an existing template (e.g. a standard financial-summary tear sheet) or create one with Create Template or by duplicating an existing template. Write the prompt body (sections, tables, definitions, instructions) and save with the check button on the bottom right.
2

Create the watchlist

Open Watchlists (/munis/watchlists). In the left sidebar, name the watchlist (e.g. “Sector tear sheet”), paste one or more CUSIPs for your target entities into the CUSIPs/entities field, and submit. Each CUSIP is resolved to its obligor.
3

Add an assignment

On the watchlist detail page, click Add Assignment and set:
  • Type: Prompt Template.
  • Discovery Scope: By Obligor (all deals) to cover every CUSIP under each obligor, or By CUSIP (single bond) to pin it to specific bonds.
  • Template: the template from step 1.
  • Years Back: 1 to 5, depending on how far back you want disclosures.
  • Document Types: keep Official Statement checked (required) and add Disclosure document for ongoing filings.
  • Filing Types (optional): narrow to annual financial, audited statements, quarterly/monthly, etc.
Click Add Assignment.
4

Review the results

The backend pulls the matching documents and runs the prompt for every obligor. Within a few minutes the extracted results show up. Browse them on the watchlist page or in Surveillance filtered by watchlist or entity.
5

Stay current

When new disclosures land for any obligor in the watchlist, the assignment re-runs automatically and a new event appears. You don’t have to do anything.
1

Open Deep Dive

Open Deep Dive (/munis/credit-intel).
2

Open or create a session

Create or open a session for the target obligor or CUSIP.
3

Scope the documents

Adjust Years back, Disclosure types, and Include latest OS in the filter bar so the template runs against the right corpus.
4

Run the template

Type / in the chat box and select run-prompt, then pick your template. A tag appears in the thread showing which template was run.
5

Iterate

Review the answer and its citations. If the scope wasn’t right, change the filters and re-run. If the prompt itself needs work, tweak it on the Prompts page and re-run.
1

Open the watchlist

Open the target watchlist.
2

Add a Document Publication assignment

Click Add Assignment and pick Type = Document Publication. Set the years-back window and submit.
3

Review new events as they arrive

Each time new disclosures land for any entity in the watchlist, a new event appears in Surveillance. Each event includes a summary and key takeaways (all disclosure types from EMMA are covered). From an event you can:
  • Set a priority or mark it completed.
  • Drill into the disclosure with the Deep Dive button on the bottom right of the event box.
Data Tables is still under active testing and not yet generally available. Check the Data Tables page for current status before relying on it.
1

Open Data Tables

Go to /munis/data-tables.
2

Pick or create a prompt

Select an existing prompt-driven table from the sidebar or create a new one. The prompt describes the metrics you want, the years to cover, and any sector-specific instructions.
3

Preview on a sandbox

Click Preview to run the prompt against 3 sample CUSIPs from the watchlist. Tweak the prompt until the cells look right.
4

Apply to the full watchlist

Once the preview looks right, apply the prompt to the production watchlist. The platform extracts cells for every entity into a matrix you can sort, filter, and export.
See Data Tables for a deeper walkthrough.

Writing prompts that work

For longer multi-document workflows (tear sheets, multi-year profiles, structured extractions), prompt quality matters more than anything else. See Writing better prompts.