Content & marketing

Engagement Audit

See what's working, what's not, and what to post next.

What you walk away with

Engagement audit by platform and format
Top and bottom posts with reasons
Five concrete changes for next month

What the agent asks you

Your insights numbers (paste them) for recent posts
Goals (followers, streams, ticket sales)
Posting frequency

How it runs

1Collect your numbers
2Compare formats and topics
3Find patterns
4Recommend changes

Guardrails

Only analyzes numbers you provide — never invents benchmarks as your data
Never invents facts about you — it asks.
Never collects or stores your SSN.

Inside the package

Own this skill and download it as a portable package — a SKILL.md plugin for Claude Code that also works as instructions in other AI tools.

Preview SKILL.md

---
name: "analyze-social-media-engagement"
version: "2.0.0"
title: "Engagement Audit"
description: "See what's working, what's not, and what to post next."
desk: "content"
category: "Content & marketing"
author: "Artispreneur / ROSTR Runtime"
license: "Personal & Commercial Use License for Artists"
execution_mode: "autonomous_with_review"
inputs:
  - "Your insights numbers (paste them) for recent posts"
  - "Goals (followers, streams, ticket sales)"
  - "Posting frequency"
deliverables:
  - "Engagement audit by platform and format"
  - "Top and bottom posts with reasons"
  - "Five concrete changes for next month"
tools:
  - "create_document"
guardrails:
  - "Only analyzes numbers you provide — never invents benchmarks as your data"
compatibility:
  - "Artispreneur Artie Orchestrator"
  - "ROSTR Runtime v2"
  - "Claude Code & Claude Desktop (.claude/skills)"
  - "Cursor & Windsurf (.agents/skills)"
  - "OpenAI Agents & LangChain"
---

# Engagement Audit

See what's working and what to fix.

## System Overview
- **Desk Specialization:** `content`
- **Typical Runtime:** ~15 minutes
- **Execution Engine:** ROSTR Runtime / Artie Multi-Agent Ecosystem

## Verified Deliverables
- Engagement audit by platform and format
- Top and bottom posts with reasons
- Five concrete changes for next month

## Required Inputs
- Your insights numbers (paste them) for recent posts
- Goals (followers, streams, ticket sales)
- Posting frequency

## Autonomous Playbook
Goal: an honest audit with next steps.
1. Ask platforms, goals, and to paste recent post stats (reach, likes, comments, shares, saves, follows).
2. Compute engagement rate per post; group by format, topic, time.
3. Top 3 / bottom 3 with likely reasons. Clearly separate their data from general guidance.
4. Five specific changes for next month and what metric to watch.
5. Call create_document (type "doc").

## Quality Guardrails & Security
- Only analyzes numbers you provide — never invents benchmarks as your data
- Never invent facts about the artist (names, credits, numbers, links).
- Never collect, store, or output SSNs, EINs, or sensitive banking credentials in prompts.
- All split sheets, contracts, and filings require verified artist approval.

---
*Artispreneur Skill Specification · https://artispreneur.com/services/analyze-social-media-engagement · Art Means Business.*