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gooseworks-ai / playbooks-outbound-prospecting-engine

Outbound Prospecting Engine

End-to-end outbound prospecting: detect intent signals, research companies, find decision-maker contacts, personalize messaging, launch campaign. This runbook turns that playbook into a repeatable Jetty workflow that detects intent signals, qualifies…

agent codexmodel gpt-5.5snapshot python312-uveval programmatic11 stepsv1.0.0

Deploy Outbound Prospecting Engine to your jetty.io

One-click installs this runbook into a collection on your Jetty account. You can run it from the Spot dashboard, schedule it, or pipe inputs in via the API.

Deploy on jetty.io →View source
The shape of the run

11 steps · start to finish.

  1. 1
    Step 1

    Environment Setup

    ▶
    1. Create results_dir and confirm it is writable.
    2. Load the client context, ICP, signal keywords, and any approved messaging.
    3. Confirm access to the selected signal sources, contact enrichment workflow, contact cache, and outreach platform.
    4. Initialize validation_report.json with setup status and an empty stage list.
  2. 2
    Step 2

    Define Signal Sources

    ▶

    Select the signal sources that best match the client's ICP and sales motion. Include at least one source and prefer multiple independent intent signals when available.

  3. 3
    Step 3

    Run Signal Detection

    ▶

    Execute the selected signal workflows with the client-specific keywords. Run sources in parallel when tooling allows. Preserve the source, company name, signal date, signal text, URL, and the reason…

  4. 4
    Step 4

    Qualify and Score Leads

    ▶

    Use lead-qualification to filter the raw signal list against the ICP. Score leads consistently:

  5. 5
    Step 5

    Find Decision-Maker Contacts

    ▶

    For top qualified companies, use company-contact-finder to find the specific decision makers named by the ICP. Capture target title, name, company, email address, LinkedIn URL, source URL, and…

  6. 6
    Step 6

    Deduplicate Against Contact Cache

    ▶

    Use contact-cache to check all leads against previous outreach history. Add new contacts to the cache, skip contacts or companies already contacted within the configured cooldown, and record the…

  7. 7
    Step 7

    Personalize Outreach

    ▶

    Generate a personalized 2-3 message sequence for each lead or segment using:

  8. 8
    Step 8

    Launch Campaign

    ▶

    Use cold-email-outreach or the selected campaign tool to create the campaign, upload the approved lead list, configure the sequence, allocate mailboxes, and set the sending schedule.

  9. 9
    Step 9

    Monitor and Iterate (max 3 rounds)

    ▶

    Review open rates, reply rates, positive reply rate, meeting bookings, bounces, unsubscribes, and account-quality feedback. Run at most 3 rounds of iteration in a single execution: adjust subject…

  10. 10
    Step 10

    Ongoing Cadence

    ▶

    Document the operating cadence for the client:

  11. 11
    Step 11

    Final Checklist

    ▶

    Before finishing, run this verification script and fix any failure: