Home / indranilbanerjee / contentforge · GitHub

cf-analytics SKILL.md skillA

cf-analytics from indranilbanerjee/contentforge is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add indranilbanerjee/contentforge/cf-analytics@git:20261011.2d33c75

Pins git:20261011.2d33c75 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: indranilbanerjee/contentforge
Path: skills/cf-analytics/SKILL.md
Versions recorded: 9
Latest version: git:20261011.2d33c75, committed Oct 11, 2026
First version recorded: Jul 31, 2026
Size: 13,610 bytes
Repository stars: 33
License: MIT

Show content analytics: quality-score trends, slowest pipeline phase and alerts over 7-90 days. "how is production going".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Content Analytics Dashboard

> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skills/`. Run them with Python 3.10 or newer: `python`, or `python3` where `python` is not found (macOS, many Linux systems).

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`).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add indranilbanerjee/contentforge/cf-analytics@sha256:ffef639e8c7e55d3

The line at the top of this page pins the label git:20261011.2d33c75, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_cc2hb4s3mss5tbwp.svg)](https://markdownregistry.com/a/art_cc2hb4s3mss5tbwp)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Jul 31, 2026 and Oct 11, 2026, about one every 9 days.

version	committed	commit	size	audit
git:20261011.2d33c75 latest	2026-10-11	2d33c75	13,610 B	A	view · diff
git:20261011.860d57c	2026-10-11	860d57c	13,606 B	A	view · diff
git:20261009.9e17acf	2026-10-09	9e17acf	13,490 B	A	view · diff
git:20261009.d7af708	2026-10-09	d7af708	13,344 B	A	view · diff
git:20260816.346d2c0	2026-08-16	346d2c0	13,960 B	A	view · diff
git:20260812.d9feffd	2026-08-12	d9feffd	13,162 B	A	view · diff
git:20260807.55a29b5	2026-08-07	55a29b5	12,515 B	A	view · diff
git:20260731.dcfebba	2026-07-31	dcfebba	21,724 B	A	view · diff
git:20260731.dee44d5	2026-07-31	dee44d5	21,670 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (13610 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

indranilbanerjee/contentforge · 33 stars · license MIT · pushed 2026-10-11 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_cc2hb4s3mss5tbwp
GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/contentforge/cf-analytics
GET https://markdownregistry.com/api/v1/blob/ffef639e8c7e55d3c8a7bbac0567f77195e3891ca38f04af37ee6b81e8fc4193

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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