cf-analyticslisted
Install: claude install-skill teachskillofskills-ai/ContentForge-techshu
# Content Analytics Dashboard
Track ContentForge production quality, pipeline timing, brand-specific patterns, and compliance trends over configurable time periods with automated insights and alert flags.
## When to Use
Use `/contentforge:cf-analytics` when you need:
- **Quality trend visibility** — Are scores improving or declining over time?
- **Pipeline performance audit** — Which phases are slowest? Where are bottlenecks?
- **Brand comparison** — Which brands consistently score highest/lowest?
- **Content type analysis** — Are articles scoring better than whitepapers?
- **Compliance monitoring** — Citation rates, brand adherence, loop frequency
- **Capacity planning** — Average throughput for estimating batch timelines
**For real-time batch monitoring**, use the Progress Tracker (built into `/contentforge:batch-process`).
**For individual content production**, use [`/contentforge:create-content`](../../commands/create-content.md).
## What This Command Does
Loads historical production data from the brand's configured tracking backend (Google Sheets, Airtable, or local — see `tracking.backend` in the brand profile), calculates aggregate metrics across configurable dimensions, identifies statistical outliers and concerning trends, generates an ASCII dashboard with actionable recommendations, and flags alerts when performance degrades.
**Process Flow:**
1. **Load Data** — Read tracking records from the brand's tracking backend (Google Sheets / Airtable / local JSON)
2