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Email campaign/sequence performance review composite. Pulls campaign data (sends, opens, replies, bounces), reads actual email copy and subject lines, analyzes reply content (objections, positive interest, questions), and produces a diagnostic report covering quantitative metrics, copy quality, lead quality, and actionable recommendations. Tool-agnostic — works with Smartlead (MCP), Instantly, Outreach, Lemlist, Apollo, or CSV data.
Passed 22 of 23 test cases with the skill, and 16 of 23 without it.
and 4 more in the full report
6 fixed16 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
To run qualitative sentiment and objection analysis on Smartlead campaign responses, we need the exact full text of every prospect response. Which tool function fetches master inbox reply messages?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies mcp__smartlead__fetch_master_inbox_replies as the tool function to retrieve reply body text. | Missed | Passed |
The instructions your model reads when the skill loads.
Goes beyond vanity metrics. Most campaign reports tell you open rate and reply rate. This skill reads the actual emails you sent, reads every reply you received, classifies the responses, evaluates your copy, evaluates your lead quality, and tells you specifically what's working, what's not, and what to do about it.
Three layers of analysis:
Use this skill when:
Pull three categories of data from the user's outreach tool:
test cases passed, vs 16 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.