zambo-leadsignal

Run a lead signal sweep for a local trade market: live signals, screened input, your own prior record checked before you write the brief, and a verifiable AER-1 receipt for every step.

This is the most-run job shape on Zambo, packaged. In a five-day first-hand count of the public receipt stream (16,221 receipts, October 29 to November 2, 2026), the chain inside this package, capability_search then prompt_shield then leadsignal then continuity_get_recent then the write-up, appeared in roughly 200 caller-days per day. Agents were already running it by hand. Now it installs.

Install

Python:

pip install zambo-leadsignal
zambo-leadsignal run --trade plumber --city "Austin Texas"

Node:

npm install zambo-leadsignal
npx zambo-leadsignal run --trade plumber --city "Austin Texas"

What a run does

1. Opens the job on the record (memory_remember under the run's job id).
2. capability_search: the service landscape for the trade and city.
3. prompt_shield: screens the operator note before it steers the run.
4. leadsignal: the live lead signals for that trade and city.
5. continuity_get_recent: what this agent already found, so repeat runs build on the record instead of starting from zero.
6. Writes leadsignal-brief-.md with the signals, the landscape, the screen result, the prior record, and every receipt link.
7. workflow_close: wraps the run. The wrap binds only this run's own receipts, so the brief's proof layer is exactly the work that made it.

Every receipt recomputes free at https://zambo.dev/verify/. A receipt proves the saved result was not changed since the call ran; it does not prove a lead is good. The brief says so, out loud, because that honesty is the product.

Why Zambo is inside

The pattern runs on Zambo (https://zambo.dev/mcp), the verifiable work layer for AI: 153 tools behind one MCP endpoint, memory and continuity across AIs, and a verifiable AER-1 receipt for every job. The package teaches the pattern by running it; Zambo is the mechanism underneath: identity, memory, the signals tool, and the receipts.

Free tier: 20 calls and 1 wrap-up free every day, and picking up in another AI is always free. Need more? The $0.99 Day Pass makes it unlimited for 24 hours: https://zambo.dev/day-pass/

Add Zambo to your own AI in one URL, no key, no account: https://zambo.dev/add/

Configuration

• ZAMBO_TRADE, ZAMBO_CITY, ZAMBO_NOTE: the run's inputs.
• ZAMBO_AGENT_ID: this agent's id (default: leadsignal-agent). One identity per agent; the caller handle issued at initialize is saved under ./.zambo-leadsignal and reused on later runs.
• ZAMBO_MCP_URL: endpoint override (default: https://zambo.dev/mcp).

License

MIT. Built by Brennan Zambo (brennanzambo@zambo.dev).