DEDUPED Hot AI repos, turned into use cases Get 5 a day

How to run a funding-signal outbound workflow with an agent with Growth Engineer

Paste a workflow file into an agent that asks for inputs before it sends or spends.

Credentials. The workflow needs API keys or logins for each vendor tool it calls, so store those keys in your agent's secret settings and not in the pasted file.

Who it is forA sales lead who has a target list and wants an agent to run a repeatable outbound play step by step.

The problemA working growth play usually lives in someone's notes, where no agent can run it.

The outcomeThe agent asks for the workflow inputs, sets up each tool, runs the steps and stops for approval before any message is sent, money is spent or data is changed.

What you need first

  • An AI agent that can add an MCP server or paste in a text file, such as Claude, Claude Code, ChatGPT, Codex or Cursor
  • Accounts and credentials for any vendor tool a workflow uses, since each company file names the credential it needs
  • For contributing: a GitHub account, Node 22+ and pnpm 11 (corepack enable installs the pinned version)

Steps

  1. Fetch the workflow with curl https://www.growth.engineer/workflows/funding-signal-outbound.md.
  2. Paste the file into your agent, or add the workflow as an MCP prompt if you use the connector.
  3. Answer the inputs the agent asks for, such as your target segment and your ideal customer profile.
  4. Connect each tool the workflow names, using the credential that the company file lists.
  5. Review each draft or action the agent proposes and approve it before the agent continues.

Prompt for your agent

Read the funding-signal-outbound workflow from https://www.growth.engineer/workflows/funding-signal-outbound.md, ask me for every input it lists, and run its steps in order. Before any message is sent, money is spent or data is changed, stop and ask me, then report each completed step with its result.

Caveat. The README says the file tells the agent to ask before it sends a message, spends money or changes data, but the workflow still runs real vendor calls once you approve them.

Share: X LinkedIn Hacker News Email Copy link

Disclaimer

Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked "Seen in the wild", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email [email protected] and we will look at it promptly. Full disclaimer page