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michaellady
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buffer-stats

Generate weekly Buffer performance reports merging operational data with scraped engagement metrics.

4|2|Updated Mar 30, 2026
Search Tags:#buffer#engagement analytics#social media reporting#ROI scoring#queue health#format attribution#week-over-week deltas
One-click install
npx skills add https://github.com/michaellady/claude-social-media-skills --skill buffer-stats
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: buffer-stats
Source: https://github.com/michaellady/claude-social-media-skills/tree/main/buffer-stats
Command: npx skills add https://github.com/michaellady/claude-social-media-skills --skill buffer-stats

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gstack browse.

What problem does it solve?

This Skill eliminates the blind spot between Buffer’s operational publishing data and the actual engagement performance on connected social channels by producing a single weekly report with queue health, posting goal status, and engagement deltas.

Core Features & Use Cases

  • Weekly Buffer + engagement reporting: Combines Buffer MCP operational data with engagement scraped from Buffer’s Insights and Analyze surfaces to produce one consolidated report.
  • Queue health and goal status: Summarizes scheduled/sent counts, posting goals, paused queues, and channel-level operational flags.
  • Channel ROI scoring and top post attribution: Computes per-channel ROI/bucket verdicts and surfaces top posts by engagement with format-tag attribution, including week-over-week deltas.
  • Use case: Generate a weekly “How is my Buffer queue performing and which formats/channels actually drive engagement?” snapshot across IG, LinkedIn, Facebook, and Threads.

Quick Start

Run /buffer-stats to generate a full operational + engagement weekly report and write a snapshot.

Frequently Asked Questions about buffer-stats

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

FAQPage Schema
How do I generate a weekly Buffer engagement report across multiple social media channels?▼

Generate a weekly Buffer engagement report by merging Buffer MCP operational publishing data with scraped engagement metrics from Buffer Insights to produce cross-channel performance snapshots and week-over-week deltas.

Can I track Buffer queue health and posting goals alongside engagement analytics?▼

Track Buffer queue health and posting goals by summarizing scheduled and sent counts, paused queues, and channel-level operational flags within the same weekly engagement analytics report.

How do I rank top social media posts by engagement and attribute performance to format tags?▼

Rank top posts by resolving Buffer tagIds to format tags, surfacing top performers by engagement metrics, and computing per-channel ROI verdicts to attribute performance accurately.

Does this weekly engagement reporting approach support autonomous runs without manual scraping?▼

Autonomous runs use an operational-only fast path pulling MCP publishing data, while interactive engagement scraping from Buffer Analyze dashboards is gated to require explicit configuration and manual triggering.

What is the best way to calculate week-over-week engagement deltas for Instagram, LinkedIn, Facebook, and Threads?▼

Calculate week-over-week engagement deltas by pulling configuration window sizes, scraping cross-channel metrics from Buffer dashboards, and computing per-channel ROI bucket verdicts for connected social platforms.

Do I need the gstack browse dependency to scrape Buffer Insights and Analyze dashboards?▼

You need the gstack browse dependency to scrape engagement metrics from Buffer Insights and Analyze dashboards, enabling the tool to merge operational data with cross-channel performance results.

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