Financial Insights logo

Financial Insights

Organization
stripe
financial-insights

Reads a user's Link transactions, balances, and financial sources to answer questions about spending, available funds, connected accounts, and account activity. Use for balance checks, transaction history, spending summaries, and source capabilities.

Overview

Publisherstripe
Repositorylink-cli
Skill namefinancial-insights
Stars
813
Forks
126
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by stripe on GitHub. Read the source before you install it.

Installation

Install the Financial Insights AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/stripe/link-cli/tree/main/packages/integrations/eve/extension/skills/financial-insights
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/stripe/link-cli.git /tmp/link-cli
mkdir -p .claude/skills
cp -r /tmp/link-cli/packages/integrations/eve/extension/skills/financial-insights .claude/skills/financial-insights
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Financial Insights in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Financial Insights on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Financial Insights is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Financial insights

Use this skill for read-only questions about the user's Link financial data. Call the extension's native tools with their discovered mount prefix, such as link__list_transactions. Inputs and results are structured objects; use the tool schemas for parameter names and constraints.

For purchases or payment credentials, load the mounted create-payment-credential skill instead.

Authentication and access

The application configures the wallet and authorization provider. If Eve asks the user to connect Link, let that authorization finish before continuing. Do not ask for tokens in chat. If access is denied or a tool reports missing permissions, explain what data could not be retrieved and stop. Do not repeatedly retry the same denied operation.

Choose the right tools

Use the smallest set that answers the question.

User asks aboutTool
Purchases, merchants, spend, income, deposits, recurring paymentslist_transactions
Current balance, available funds, cash positionlist_balances
Connected accounts, source details, data capabilitieslist_sources

For restaurant spending last month, retrieve transactions for that period. For an account balance, retrieve balances. For connected accounts, retrieve sources. Combine tools only when the question requires it, such as joining source names to balances.

Amounts and sources

Financial-data amounts are integers in the currency's smallest unit. Format using the currency's ISO 4217 minor-unit exponent; do not always divide by 100. For example, 152340 represents $1,523.40 USD.

Only transaction amount uses negative values for money leaving the account and positive values for money entering. Interpret balance fields according to their balance type. Keep currencies separate when aggregating.

A source is an account connected to Link. Use its id to join records exposing source_id. Do not guess which account owns a transaction whose source_id is null. Sources can describe banks, cards, and other account types.

Transactions

Call list_transactions with the relevant filters, for example:

json
{
  "start_date": "2025-01-01",
  "end_date": "2025-01-31",
  "category": "groceries",
  "origin": "external_connection",
  "sources": ["<source_id>"],
  "limit": 100
}

Choose dates and filters from the user's question; omit unnecessary fields.

InputMeaning
start_date, end_dateInclusive dates in YYYY-MM-DD format
categoryCategory filter
originlink or external_connection
sourcesArray of source IDs

Useful response fields:

FieldInterpretation
amountNegative for outflows; positive for inflows
originLink-native or from an external connection
categoryMay be null when unclassified
statusAPI-provided status; do not assume a closed set of values or interpret/filter an unfamiliar status without knowing its meaning

Distinguish spending from credits, deposits, and refunds. Explain whether a reported total is gross spending or net movement. Group by merchant, category, source, currency, or period only when relevant. Label summaries based on a limited window or partial pagination accordingly.

Balances

Call list_balances with {} for an initial page, or filter by sources:

json
{ "sources": ["<source_id>"], "limit": 100 }
FieldInterpretation
typecash or credit; determines which sub-object is present
currentBalance before pending transactions; not necessarily available funds
cash.availableCurrency-to-amount mapping for available cash, accounting for pending activity
credit.usedCurrency-to-amount mapping for credit used
as_ofLast update time; the data may be stale

Use current for a general balance question and cash.available when the user asks about available cash. Do not present credit used as available funds. Preserve currencies, summarize by source, and mention relevant freshness limits.

Sources

Call list_sources with {} or pagination arguments.

FieldMeaning
idSource identifier used by balances and transactions
name, typeDisplay name and account type
capabilitiesData capabilities with status values, such as balances.status
external_connection.statusConnection status at the external institution
granted_actionsActions the user has granted for this source

Use capabilities and granted actions to understand what data is accessible. Summarize institution, account type, and connection status when relevant. Avoid exposing full account numbers, tokens, or unnecessary identifiers.

Pagination

All three tools accept:

InputMeaning
limitResults per page, from 1 to 100
starting_afterCursor for the next page
ending_beforeCursor for reverse navigation

Responses contain data and may contain has_more. When has_more is true, derive starting_after from the last returned item:

ToolCursor field
list_transactionsid
list_balancessource_id
list_sourcesid

For example, continue a transaction query with the same filters and starting_after: "<last_transaction_id>". Change only the cursor across pages. Stop when has_more is false or absent, or when the user's non-exhaustive lookup is satisfied. If more results are reported but the page is empty or lacks a usable cursor, stop and explain that pagination could not continue.

Fully paginate when a complete bounded result is needed, such as a total for a specified month. Do not present a partial page's sum as the complete total.

Answer the question

State the answer first, followed by the relevant period and source. Mention limitations such as missing categories, pending activity, stale balances, partial results, or inaccessible accounts. Summarize rather than dumping raw records or object IDs.

If the tools return no matching data, say that no data was available for the requested filters and access. That does not prove no activity occurred or that an inaccessible balance is zero. Report uncertain derived insights as uncertain.

This skill does not move money, initiate payments, or modify sources. Retrieve only relevant financial data and never expose payment credentials.

Frequently asked questions

What does the Financial Insights AI skill do?

Reads a user's Link transactions, balances, and financial sources to answer questions about spending, available funds, connected accounts, and account activity. Use for balance checks, transaction history, spending summaries, and source capabilities.

Why use Financial Insights on TypingMind?

Because you install it once and use it with any model. Financial Insights is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Financial Insights in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/stripe/link-cli/tree/main/packages/integrations/eve/extension/skills/financial-insights. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Financial Insights?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Financial Insights?

As many as you like. As long as a model supports skills, you can use Financial Insights with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Financial Insights AI skill free?

Yes. It is published on GitHub by stripe under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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