evaluate

Analyzes outbound sales metrics and applies targeting and discovery-strategy improvements.

3|Updated May 28, 2026
One-click install
npx skills add https://github.com/aitit-inc/leadace --skill evaluate-aitit-inc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evaluate
Source: https://github.com/aitit-inc/leadace/tree/main/plugin/skills/evaluate
Command: npx skills add https://github.com/aitit-inc/leadace --skill evaluate-aitit-inc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Outbound sales campaigns generate replies, rejections, and bounces, but turning that raw activity data into concrete strategy changes is manual and error-prone. This Skill closes the PDCA loop by measuring campaign performance and applying the improvements it owns automatically. ## Core Features & Use Cases - Performance Reporting: Computes response rates by channel, priority, message variant, discovery strategy, industry, company size, and country, plus inquiry conversion outcomes. - Strategy Updates: Rewrites targeting definitions and KPI goals in the sales strategy document, registers or archives discovery strategies, and replenishes the message-angle pool when the lever tick flags a shortage. - Learnings Log: Maintains an evidence-cited memory of what worked and what was disproven, so each cycle builds on verified patterns instead of hunches. - Use Case: After two weeks of daily outreach, run the evaluation to see which industries reply most, archive a discovery source with a high bounce rate, and record a suggestion to revisit strategy if every channel underperforms. ## Quick Start Ask the assistant to evaluate results and improve strategy for your project by providing its project ID.

Frequently Asked Questions about evaluate

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

FAQPage Schema
How do I evaluate outbound sales campaign performance?

Run the evaluate skill with your project ID. It pulls evaluation metrics, rejection feedback, and lever state via LeadAce MCP tools, then reports response rates by channel, segment, and discovery strategy while applying owned improvements.

What does the evaluate skill change automatically?

It updates targeting definitions and KPI goals in the sales strategy document, registers or archives discovery strategies, replenishes the message-variant pool when flagged, and maintains the Learnings Log. Message selection and channel ranking stay with the deterministic lever tick.

When does the skill refuse to change strategy?

It applies no changes when data is insufficient: fewer than 30 sent approaches or under 3 business days since the last send. It also holds changes when the effect of the previous strategy update cannot yet be measured.

How are rejections and recontact windows handled?

Rejection feedback is summarized by reason such as not relevant, wrong timing, or budget. Time-bounded rejections auto-defer prospects until the window passes, while never responses act as hard do-not-contact opt-outs reported for transparency.

Can the evaluate skill rewrite message copy or channel priority?

No. Message angles and channel ranking are optimized deterministically by the daily lever tick. The skill only narrates their measured performance and can supply one new message angle when the pool needs replenishment.