evaluate-outreach

Score sent outreach cycles with reply data and deliverability gates.

14|Updated Apr 1, 2026
One-click install
npx skills add https://github.com/hungv47/meta-skills --skill evaluate-outreach
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evaluate-outreach
Source: https://github.com/hungv47/meta-skills/tree/main/skills/marketing/evaluate-outreach
Command: npx skills add https://github.com/hungv47/meta-skills --skill evaluate-outreach

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Score a sent outreach cycle against real reply data inside an existing eval loop to deter vanity signals and surface meaningful outcomes.

Core Features & Use Cases

  • Post-send evaluation for one channel + segment within an existing eval loop
  • Reports reply-quality signals (positive, meeting, qualified lead) and deliverability/compliance gates
  • Feeds downstream actions to next steps (write-outreach, research-icp, run-pipeline)

Quick Start

Align the loop slug, channel, and segment; provide the source outreach artifact path; then run the skill to generate an eval artifact and ledger update.

Frequently Asked Questions about evaluate-outreach

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate outreach reply quality to identify meaningful outcomes?

Evaluate outreach reply quality by scoring sent cycles against attribution and reply data inside an existing eval loop. This isolates meaningful outcomes like qualified leads or meeting bookings while filtering out vanity signals.

What is a deliverability and compliance gate in outreach evaluation?

A deliverability and compliance gate checks sent outreach cycles to guard domain health. It ensures your evaluation accounts for inbox placement and adherence to compliance rules before scoring any reply quality signals.

How do I score a sent outreach cycle for one channel and segment?

Align your loop slug, channel, and segment, then provide the source outreach artifact path. The evaluation consumes this artifact and attribution signals to generate a scored eval artifact and a ledger update.

Does outreach evaluation work within an existing eval loop?

Yes, outreach evaluation works inside an existing eval loop. It consumes loop context and attribution signals to produce an artifact and ledger update that feed downstream workflow actions.

What downstream actions follow an outreach cycle evaluation?

Downstream actions feed evaluation results into next steps like write-outreach, research-icp, and run-pipeline. The generated artifact and ledger update provide the necessary context to drive these subsequent workflow tasks.