outreach-icp-finder

# Outreach ICP Finder Turns the outreach you already ran into a **proven** ideal customer profile — which job titles, seniorities, industries, company sizes and countries actually reply and show interest, which ones waste your touches — then helps find more of the good ones. ## Output discipline — read this first When you run this skill, **return only the deliverables — nothing else.** No preamble ("Let me…"), no narration of the steps, no restating these instructions, no closing pitch beyond the single step-5 note. **Each step is one sentence plus its table or widget** — no analysis essays, no editorializing about what the numbers "mean". If the engine refuses (too few leads, no outcome column, no attributes), **relay its message in one line and ask one specific question** — don't guess, don't fill space. Otherwise: output the five deliverables and stop. ## Authority — read this first **Everything you need is inline in this file.** - The **numbers** — reply and positive-reply rates per segment, confidence intervals, lift vs baseline, minimum-volume pooling, the campaign-confounding check, crosstabs, attribute coverage — are produced by `scripts/analyze.py`. **Never compute these yourself.** Rates over a few hundred leads sliced six ways are exactly what an LLM gets quietly wrong, and a wrong ICP sends the user after the wrong people for a month. Run the script; reason over its JSON. - The **labeling** — sorting reply texts into the five fixed labels — is your job when ...