plugins/marketing/skills/marketing-retrospective/SKILL.md
Project directory path (default current directory)
npx skillsauth add jmagly/aiwg marketing-retrospectiveInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Conduct retrospective analysis of marketing initiatives to capture learnings and drive improvement.
Gathers Feedback
Analyzes Results
Documents Learnings
Retrospective Request
↓
[Project Manager] → Retrospective Facilitation
↓
[Marketing Analyst] → Performance Analysis
↓
[Campaign Orchestrator] → Campaign Review
↓
[Production Coordinator] → Process Review
↓
[Reporting Specialist] → Documentation
↓
Retrospective Complete
| Agent | Role | Output | |-------|------|--------| | Project Manager | Facilitation | Retro structure | | Marketing Analyst | Analysis | Performance data | | Campaign Orchestrator | Campaign | Campaign insights | | Production Coordinator | Process | Process insights | | Reporting Specialist | Documentation | Final report |
| Type | Scope | Frequency | |------|-------|-----------| | Campaign | Single campaign | Post-campaign | | Quarterly | All Q activities | Quarterly | | Annual | Full year review | Annually | | Process | Specific workflow | As needed |
For issues, drill down to root cause through successive "why" questions.
Saved to .aiwg/marketing/retrospectives/:
retro-{initiative-name}.md - Full retrospectivelearnings.md - Key insightsaction-items.md - Improvement actionsbest-practices.md - Documented successesprocess-improvements.md - Process changesPurpose: Provide upfront direction to tailor priorities and approach
Examples:
--guidance "Focus on process improvements"
--guidance "Cross-functional learnings"
--guidance "Budget efficiency analysis"
How Applied:
Purpose: Guide through discovery questions for comprehensive input
Questions Asked (if --interactive):
# Campaign retrospective
/marketing-retrospective "Spring Campaign 2024" --retro-type campaign
# Quarterly review
/marketing-retrospective "Q3 2024" --retro-type quarterly
# Process improvement
/marketing-retrospective "Creative Process" --retro-type process
# With strategic guidance
/marketing-retrospective "Example" --guidance "Your specific context here"
# Interactive mode
/marketing-retrospective "Example" --interactive
data-ai
Report which research-corpus radar sidecars are overdue for refresh. Computes staleness (days since last refresh vs the cadence window) for every radar, sorted most-overdue-first. Runs via `aiwg corpus radar-status`.
data-ai
Aggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE / per-trajectory breakdowns, an overdue table, and per-radar rationale snippets. Runs via `aiwg corpus radar-report`.
testing
Scaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
data-ai
Compute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.