AI Product Strategy Interviewer
PrepLabsAI/InterviewMentor
A VP of Product interviewer that simulates a product strategy interview focused on AI-native products.
Explains and calculates SaaS revenue, retention and growth metrics such as MRR, ARPU, GRR and NRR, to read momentum, churn and product-market-fit signals.
Install SaaS Revenue and Growth Metrics
$ npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install deanpeters/Product-Manager-Skills saas-revenue-growth-metrics --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/saas-revenue-growth-metrics .claude/skills/saas-revenue-growth-metrics && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "saas-revenue-growth-metrics" agent skill from https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metrics into .claude/skills/saas-revenue-growth-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "saas-revenue-growth-metrics", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metricsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install deanpeters/Product-Manager-Skills saas-revenue-growth-metrics --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/saas-revenue-growth-metrics .agents/skills/saas-revenue-growth-metrics && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "saas-revenue-growth-metrics" agent skill from https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metrics into .agents/skills/saas-revenue-growth-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "saas-revenue-growth-metrics", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install deanpeters/Product-Manager-Skills saas-revenue-growth-metrics --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/saas-revenue-growth-metrics .cursor/skills/saas-revenue-growth-metrics && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "saas-revenue-growth-metrics" agent skill from https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metrics into .cursor/skills/saas-revenue-growth-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "saas-revenue-growth-metrics", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/deanpeters/Product-Manager-Skills.git --path skills/saas-revenue-growth-metrics--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install deanpeters/Product-Manager-Skills saas-revenue-growth-metrics --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/saas-revenue-growth-metrics .gemini/skills/saas-revenue-growth-metrics && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "saas-revenue-growth-metrics" agent skill from https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metrics into .gemini/skills/saas-revenue-growth-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "saas-revenue-growth-metrics", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install deanpeters/Product-Manager-Skills saas-revenue-growth-metricsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/saas-revenue-growth-metrics .github/skills/saas-revenue-growth-metrics && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "saas-revenue-growth-metrics" agent skill from https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metrics into .github/skills/saas-revenue-growth-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "saas-revenue-growth-metrics", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install deanpeters/Product-Manager-Skills saas-revenue-growth-metrics --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/saas-revenue-growth-metrics .opencode/skills/saas-revenue-growth-metrics && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "saas-revenue-growth-metrics" agent skill from https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metrics into .opencode/skills/saas-revenue-growth-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "saas-revenue-growth-metrics", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
saas-revenue-growth-metrics- GitHub stars
- 7.2k
- Used in
- 1 other repo
- Token cost
- ~5.8k tokens
- SKILL.md length
- 2,702 words
- Files
- 4
- Skills in repo
- 75
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Explains and calculates SaaS revenue, retention and growth metrics such as MRR, ARPU, GRR and NRR, to read momentum, churn and product-market-fit signals.
- Works in 4 steps: Calculate Revenue Metrics → Calculate Retention & Expansion Metrics → Analyze Trends with Frameworks → …
- Interpreting MRR, GRR and NRR to judge the quality of growth
- SKILL.md covers Purpose, Input, Key Concepts and Application, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
This is a framework for product managers to learn which metrics matter, how to compute them and what to do with the numbers, not a business intelligence tool. The revenue family covers revenue itself, ARPU as revenue per user and ARPA as MRR over active accounts, each with why PMs care, a formula and a benchmark note, such as B2C ARPU of roughly 5 to 50 dollars a month against 50 to 500 or more for B2B.
You bring a question, such as whether growth is healthy or churn is a problem, or numbers like MRR or ARR, growth rate, GRR, NRR, expansion and cohort data. Partial data is workable, and without input the skill acts as a reference to read by diagnosis. Included are a template and two example files, one showing a healthy SaaS and one showing warning signs.
When your agent uses it
- Interpreting MRR, GRR and NRR to judge the quality of growth
- Checking whether growth is masking a churn problem
- Learning how to calculate revenue and retention metrics correctly
Example prompts
- “Interpret these: $4M ARR, 8% MoM growth, GRR 88%, NRR 103% — is the growth masking a churn problem?”
- “Calculate ARPA and expansion from our MRR and active account counts.”
- “Which retention metric should I watch to judge product-market fit?”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Calculate Revenue Metrics
- Calculate Retention & Expansion Metrics
- Analyze Trends with Frameworks
- Quality Checks & Benchmarks
What it can do on your machine
Read from SKILL.md and the folder at commit 1b5a524. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
SaaS Revenue and Growth Metrics loads about 5.8k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 2,702 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,702 words (~5,758 tokens).
“Master revenue and retention metrics to understand SaaS business momentum, evaluate product-market fit, and make data-driven decisions about growth investments. Use this to calculate key metrics, interpret trends, identify problems early, and communicate business health to stakeholders.”
- name
- saas-revenue-growth-metrics
- argument-hint
- [metrics or question]
- intent
- Master revenue and retention metrics to understand SaaS business momentum, evaluate product-market fit, and make data-driven decisions about growth…
- type
- component
- theme
- finance-metrics
- best_for
- Understanding your key revenue and retention metrics, Calculating MRR, ARR, churn, and NRR correctly, Building a metrics dashboard for your SaaS product
- scenarios
- I need to calculate and interpret our MRR, churn rate, and NRR for a board deck, Help me understand the difference between gross and net revenue retention and…
- estimated_time
- 10-15 min
Files
SKILL.md and 3 other files in skills/saas-revenue-growth-metrics of deanpeters/Product-Manager-Skills.
- SKILL.md
- examples/healthy-saas.md
- examples/warning-signs.md
- template.md
Open the folder on GitHubat commit 1b5a524
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in deanpeters/Product-Manager-Skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
SaaS Revenue and Growth Metrics next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| SaaS Revenue and Growth Metrics this skilldeanpeters/Product-Manager-Skills | 7.2k | 1 repos | ~5.8k | Automated safety check: Pass | Custom licence | |
| AI Product Strategy InterviewerPrepLabsAI/InterviewMentor | 112 | — | ~4.5k | Automated safety check: Pass | MIT | |
| Bmad Product Briefaj-geddes/claude-code-bmad-skills | 488 | — | ~1.7k | Automated safety check: Notes | Custom licence | |
| Lean Analyticswondelai/skills | 2.4k | — | ~4.2k | Automated safety check: Pass | MIT | |
| Product Health Analysismohitagw15856/pm-claude-skills | 1.4k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Product Strategistalirezarezvani/claude-skills | 28k | 2 repos | ~1.8k | Automated safety check: Pass | MIT |
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Related
Questions about SaaS Revenue and Growth Metrics
What does SaaS Revenue and Growth Metrics do?
Explains and calculates SaaS revenue, retention and growth metrics such as MRR, ARPU, GRR and NRR, to read momentum, churn and product-market-fit signals. This is a framework for product managers to learn which metrics matter, how to compute them and what to do with the numbers, not a business intelligence tool. The revenue family covers revenue itself, ARPU as revenue per user and ARPA as MRR over active accounts, each with why PMs care, a formula and a benchmark note, such as B2C ARPU of roughly 5 to 50 dollars a month against 50 to 500 or more for B2B.
When should I use SaaS Revenue and Growth Metrics?
SaaS Revenue and Growth Metrics fits situations like: interpreting MRR, GRR and NRR to judge the quality of growth; checking whether growth is masking a churn problem; learning how to calculate revenue and retention metrics correctly.
How do I install SaaS Revenue and Growth Metrics in Claude Code?
Run `npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a claude-code`. Or copy the skill folder (skills/saas-revenue-growth-metrics in deanpeters/Product-Manager-Skills) into .claude/skills/saas-revenue-growth-metrics in your project. Claude Code loads it when a task matches its description.
How do I install SaaS Revenue and Growth Metrics in Codex?
Run `npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a codex`. Or copy the skill folder (skills/saas-revenue-growth-metrics in deanpeters/Product-Manager-Skills) into .agents/skills/saas-revenue-growth-metrics in your project. Codex loads it when a task matches its description.
Can I use SaaS Revenue and Growth Metrics in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add deanpeters/Product-Manager-Skills --skill saas-revenue-growth-metrics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/saas-revenue-growth-metrics, .gemini/skills/saas-revenue-growth-metrics, .github/skills/saas-revenue-growth-metrics and .opencode/skills/saas-revenue-growth-metrics in your project.
What does SaaS Revenue and Growth Metrics need to run?
SKILL.md names no scripts, command-line tools or credentials: SaaS Revenue and Growth Metrics is instructions for the agent only.
Does SaaS Revenue and Growth Metrics access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is SaaS Revenue and Growth Metrics safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does SaaS Revenue and Growth Metrics use?
SaaS Revenue and Growth Metrics has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does SaaS Revenue and Growth Metrics use?
About 5.8k tokens (SKILL.md is roughly 23k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to SaaS Revenue and Growth Metrics?
Skills that share tags, products or a category with SaaS Revenue and Growth Metrics: AI Product Strategy Interviewer (PrepLabsAI/InterviewMentor, 112 stars), Bmad Product Brief (aj-geddes/claude-code-bmad-skills, 488 stars), Lean Analytics (wondelai/skills, 2.4k stars) and Product Health Analysis (mohitagw15856/pm-claude-skills, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains SaaS Revenue and Growth Metrics?
deanpeters (a GitHub user) maintains it in deanpeters/Product-Manager-Skills, which has 7,224 GitHub stars. The repository holds 75 skills in this directory. The repository was last updated on September 1, 2026.
Source: deanpeters/Product-Manager-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.