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flywheel

Aggregate cross-channel growth metrics into priority-based KPIs in a weekly markdown report.

4|2|Updated Mar 30, 2026
Search Tags:#social media#dashboard#weekly report#attribution#growth analytics#flywheel#kpi tracking
One-click install
npx skills add https://github.com/michaellady/claude-social-media-skills --skill flywheel-michaellady
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: flywheel
Source: https://github.com/michaellady/claude-social-media-skills/tree/main/flywheel
Command: npx skills add https://github.com/michaellady/claude-social-media-skills --skill flywheel-michaellady

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It consolidates scattered social and content metrics into one weekly report that shows whether the Enterprise Vibe Code growth flywheel is on track, so you can decide what to do next.

Core Features & Use Cases

  • Weekly flywheel rollup: Produces a single markdown report aggregating YouTube, beehiiv, LinkedIn, and the consulting log into one structure aligned to the 5 growth-plan priorities.
  • Freshness-aware reporting: Detects stale upstream snapshots and prompts (or skips prompting) based on flags, optionally refreshing only the stale sources before composing.
  • Priority-based KPI evaluation: Computes priority status with specific numbers (not vibes), including a week-over-week diff and target-driven classifications.
  • Closed-loop attribution (when available): Joins per-source content with cross-platform derivative engagement to credit Priority 1 throughput more accurately, while degrading gracefully if modules are missing.

Quick Start

Run /flywheel to auto-check snapshot freshness, refresh any stale sources by default, and generate the current week’s flywheel report against the priorities targets.

Frequently Asked Questions about flywheel

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

FAQPage Schema
How do I generate a weekly growth analytics dashboard from cross-channel social media metrics?▼

Generate a weekly growth analytics dashboard by aggregating YouTube, beehiiv, LinkedIn, and consulting log metrics into a single markdown report aligned to priority-based KPIs with week-over-week diffs and target-driven classifications.

What is KPI tracking with freshness-aware reporting for social media dashboards?▼

KPI tracking with freshness-aware reporting detects stale upstream data snapshots and prompts or optionally refreshes only the stale sources before composing the weekly growth analytics report.

How do I calculate growth attribution across multiple content platforms?▼

Calculate growth attribution by joining per-source content with cross-platform derivative engagement to credit Priority 1 throughput, degrading gracefully if specific attribution modules are missing.

Does this weekly report tool work with YouTube, beehiiv, and LinkedIn metrics?▼

Yes, this weekly report tool works with YouTube, beehiiv, and LinkedIn metrics, consolidating scattered cross-channel data into one structured growth flywheel rollup for review.

What is the best way to automate weekly KPI tracking for recurring growth reviews?▼

Automate weekly KPI tracking by running a single command that auto-checks snapshot freshness, refreshes stale sources by default, and composes the current week's report against configured target priorities.

How to handle stale data snapshots when compiling a weekly growth report?▼

Handle stale data snapshots using configurable time windows and freshness thresholds that trigger conditional refresh modes, annotating the final report with numerical outputs and staleness or error annotations.

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