Saas Churn Analysis

Q: What is a Claude Code skill and how does the Saas Churn Analysis skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Saas Churn Analysis is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Sales category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Sales · Sub-category: customer-success · Last updated: 2026-06-10

SaaS churn and retention analysis: cohort-based churn rates, retention curves, revenue churn vs logo churn, at-risk customer identification, expansion vs contraction MRR, churn recovery playbooks, and net revenue retention (NRR) benchmarking. Produces investor-ready retention charts and actionable recovery plans. Use when: analyzing why customers are churning, building cohort retention tables, calculating NRR/GRR, identifying at-risk accounts before they cancel, or presenting retention data to investors/board. NOT for: executing churn recovery outreach (use CRM/email tools), real-time subscription billing changes (use billing platform APIs), general SaaS KPI dashboards (use saas-metrics-dashboard), or revenue forecasting without churn context (use startup-financial-model).

About this skill (catalog notes)

Saas Churn Analysis includes pricing or quota commentary; 24 code blocks for direct copy-paste. At roughly 2,464 words the SKILL.md is on the longer end of the catalog distribution.

Source: myclaw.ai
License: MIT
Original author: PrecisionLedger
Indexed lastmod: 2026-06-10
Catalog position: Sales · customer-success
Indexed related skills: 10

How Saas Churn Analysis fits the catalog

Saas Churn Analysis sits in the Sales category under the customer-success sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Deep-dive churn and retention analysis for SaaS businesses. Build cohort tables, calculate NRR/GRR, identify at-risk accounts, and produce investor-ready retention metrics with actionable recovery playbooks.

What this skill does

Saas Churn Analysis is a community-contributed Claude Code skill in the customer-success sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/saas-churn-analysis/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: analyzing why customers are churning, building cohort retention tables, calculating NRR/GRR, identifying at-risk accounts before they cancel, or presenting retention data to investors/board. NOT for: executing churn recovery outreach (use CRM/email tools), real-time subscription billing changes (use billing platform APIs), general SaaS KPI dashboards (use saas-metrics-dashboard), or revenue forecasting without churn context (use startup-financial-model).

Who uses this skill

The Saas Churn Analysis Claude Code skill is built for sales development reps, account executives, revenue operations teams, and customer success managers. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/saas-churn-analysis
curl -L https://claudskills.com/skills/saas-churn-analysis/SKILL.md \
  -o ~/.claude/skills/saas-churn-analysis/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/saas-churn-analysis/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/saas-churn-analysis/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\saas-churn-analysis\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Saas Churn Analysis Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/saas-churn-analysis/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Saas Churn Analysis skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Saas Churn Analysis skill?

Use Saas Churn Analysis when your Claude Code task falls under the Sales category — specifically in the customer success area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Saas Churn Analysis" or describe the task and let Claude pick). Browse related skills at /category/sales/.

What is a Claude Code skill and how does the Saas Churn Analysis skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Saas Churn Analysis is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Sales category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/ndesv21/openclaw-master-skills/blob/HEAD/skills/saas-churn-analysis/SKILL.md
License: MIT
Author: PrecisionLedger
Website: https://myclaw.ai

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

PrecisionLedger. (2026). Saas Churn Analysis [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/saas-churn-analysis/

BibTeX

@misc{saas-churn-analysis-2026,
  author    = {PrecisionLedger},
  title     = {Saas Churn Analysis [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/saas-churn-analysis/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/saas-churn-analysis.svg)](https://claudskills.com/skills/saas-churn-analysis/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

More Sales skills

Browse all Sales skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Sales skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore