63-campaign-retrospective

Generates structured post-campaign retrospective documents with KPI scorecards, root-cause analysis, and owned action items.

569|224|Updated Apr 15, 2026
One-click install
npx skills add https://github.com/minhnv0807/ai-business-skills --skill 63-campaign-retrospective
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: 63-campaign-retrospective
Source: https://github.com/minhnv0807/ai-business-skills/tree/main/skills/vi/63-campaign-retrospective
Command: npx skills add https://github.com/minhnv0807/ai-business-skills --skill 63-campaign-retrospective

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

After a marketing campaign ends, teams often skip structured reflection or hold blame-focused meetings that produce no lasting change. This Skill turns a finished campaign into a documented retrospective with data-backed lessons, playbook updates, and accountable action items.

Core Features & Use Cases

  • KPI Scorecard: Compares final revenue, leads, CPL, ROAS, spend, timeline, and budget against targets with a Success/Mixed/Miss verdict.
  • Evidence-Based Analysis: Structures what worked, what failed with root causes, and positive/negative surprises, requiring data support for every claim.
  • Playbook & Brand Hub Updates: Converts lessons into concrete updates to launch playbooks, brief templates, and internal benchmarks, each with an owner and deadline.
  • Use Case: A marketing lead whose product launch campaign just ended uses this Skill to run a 60-minute team retro within 5 days, producing a shareable document that feeds directly into the next campaign brief.

Quick Start

Run a retrospective for my just-finished spring sale campaign using these final numbers: 500 leads vs 400 target, CPL 20K vs 25K target, ROAS 3.2.

Frequently Asked Questions about 63-campaign-retrospective

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

FAQPage Schema
How do I run a marketing campaign retrospective?

Gather final KPI data versus targets, hold a 60-minute team session within 5 days of campaign end, and document a scorecard, what worked, what failed with root causes, and surprises. Every lesson must convert into an action item with an owner and deadline.

What should a campaign post-mortem report include?

A complete post-mortem includes a KPI scorecard versus targets with a Success/Mixed/Miss verdict, evidence-backed wins and failures with root causes, surprises, a process review, team callouts, playbook updates, and inputs for the next campaign.

When should a campaign retrospective be held?

Hold the retrospective within 5 days after the campaign ends while memory is fresh. Send final data to the team beforehand so the meeting focuses on discussion rather than reading numbers.

How is a retrospective different from a regular marketing report?

A periodic report summarizes performance numbers for stakeholders, while a retrospective analyzes why results happened, extracts lessons, and mandates concrete changes to playbooks and processes. Use a reporting skill for routine updates and this Skill only after a campaign ends.

How do you find root causes of failed campaign tactics?

Dig past surface symptoms to the originating cause, for example tracing poor ad performance to audience overlap with a prior campaign causing high frequency and declining CTR. Every failure entry requires supporting data, not opinions.