Agent skill

Diagnose Monetization

by amplitude in amplitude/builder-skills

Diagnose revenue leaks, analyze willingness-to-pay, evaluate packaging and pricing, and identify expansion revenue opportunities.

No licenceAuto-check passedSales & Support

Install Diagnose Monetization

skills CLI
$ npx skills add amplitude/builder-skills --skill diagnose-monetization -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install amplitude/builder-skills diagnose-monetization --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/growth-skills/skills/diagnose-monetization .claude/skills/diagnose-monetization && rm -rf skills-src

Use ~/.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/

Facts

Skill name
diagnose-monetization
GitHub stars
159
Token cost
~2.7k tokens
SKILL.md length
229 words
Files
1
Skills in repo
61
Repo updated
First seen
Licence
None found

At a glance

Diagnose revenue leaks, analyze willingness-to-pay, evaluate packaging and pricing, and identify expansion revenue opportunities.

  • A PM needs to improve conversion to paid
  • SKILL.md covers Prompt Template and Tips
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Optimize pricing

What it does

Diagnose Monetization is an agent skill from amplitude/builder-skills. Diagnose revenue leaks, analyze willingness-to-pay, evaluate packaging and pricing, and identify expansion revenue opportunities. Use when a PM needs to improve conversion to paid, optimize pricing, reduce revenue churn, or find upsell and expansion opportunities.

Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Sales & Support, covering Pricing strategy. The repository describes itself as: Open-source AI skills for product managers — battle-tested by PMs at Amplitude.

When your agent uses it

  • A PM needs to improve conversion to paid
  • Optimize pricing
  • Reduce revenue churn
  • Find upsell and expansion opportunities

Example prompts

  • “/diagnose-monetization”

What it can do on your machine

Read from SKILL.md and the folder at commit 51838c2. 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

Diagnose Monetization loads about 2.7k tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 229 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~2.7k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 229 words (~2,719 tokens).

“Find where revenue is leaking, identify willingness-to-pay signals in user behavior, evaluate your packaging, and size the opportunities to capture more value.”

— opening of SKILL.md by amplitude
name
diagnose-monetization
suggest_when
User asks about monetization, pricing, "how do we make more money", "conversion to paid", "free-to-paid", "upsell", "expansion revenue", "willingness to pay"…

Read the full SKILL.md on GitHub

Files

Just SKILL.md in growth-skills/skills/diagnose-monetization of amplitude/builder-skills.

Open the folder on GitHubat commit 51838c2

Compare with similar skills

Diagnose Monetization 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.

Diagnose Monetization compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Diagnose Monetization this skillamplitude/builder-skills159—~2.7kAutomated safety check: PassNone
Pricing Strategyfreekmurze/dotfiles1k18 repos~1.6kAutomated safety check: PassNone
Profit Margin Calculator Amazonnexscope-ai/eCommerce-Skills1.1k—~1.7kAutomated safety check: PassMIT
Niche Opportunity Finderzanecole10/software-tailor-skills106—~4.2kAutomated safety check: PassNone
Pricing Strategyalirezarezvani/claude-skills28k1 repos~3.5kAutomated safety check: PassMIT
Software Pricing Calculatorzanecole10/software-tailor-skills106—~3.7kAutomated safety check: PassNone

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  • Pricing Strategy

    freekmurze/dotfiles

    When the user wants help with pricing decisions, packaging, or monetization strategy.

    1k GitHub starsUsed in 18 repos~1.6k tokens
    Sales & SupportAuto-check passed
  • Profit Margin Calculator Amazon

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    Amazon profit margin calculator for sellers. An agent skill from nexscope-ai/eCommerce-Skills.

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    28k GitHub starsUsed in 1 repo~3.5k tokens
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Categories

Questions about Diagnose Monetization

What does Diagnose Monetization do?

Diagnose revenue leaks, analyze willingness-to-pay, evaluate packaging and pricing, and identify expansion revenue opportunities. Diagnose Monetization is an agent skill from amplitude/builder-skills. Diagnose revenue leaks, analyze willingness-to-pay, evaluate packaging and pricing, and identify expansion revenue opportunities.

When should I use Diagnose Monetization?

Diagnose Monetization fits situations like: A PM needs to improve conversion to paid; optimize pricing; reduce revenue churn; find upsell and expansion opportunities.

How do I install Diagnose Monetization in Claude Code?

Run `npx skills add amplitude/builder-skills --skill diagnose-monetization -a claude-code`. Or copy the skill folder (growth-skills/skills/diagnose-monetization in amplitude/builder-skills) into .claude/skills/diagnose-monetization in your project. Claude Code loads it when a task matches its description.

How do I install Diagnose Monetization in Codex?

Run `npx skills add amplitude/builder-skills --skill diagnose-monetization -a codex`. Or copy the skill folder (growth-skills/skills/diagnose-monetization in amplitude/builder-skills) into .agents/skills/diagnose-monetization in your project. Codex loads it when a task matches its description.

Can I use Diagnose Monetization 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 amplitude/builder-skills --skill diagnose-monetization -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/diagnose-monetization, .gemini/skills/diagnose-monetization, .github/skills/diagnose-monetization and .opencode/skills/diagnose-monetization in your project.

What does Diagnose Monetization need to run?

SKILL.md names no scripts, command-line tools or credentials: Diagnose Monetization is instructions for the agent only.

Does Diagnose Monetization 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 Diagnose Monetization 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 Diagnose Monetization use?

No licence was found for Diagnose Monetization or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Diagnose Monetization use?

About 2.7k tokens (SKILL.md is roughly 11k 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 Diagnose Monetization?

Skills that share tags, products or a category with Diagnose Monetization: Pricing Strategy (freekmurze/dotfiles, 1k stars), Profit Margin Calculator Amazon (nexscope-ai/eCommerce-Skills, 1.1k stars), Niche Opportunity Finder (zanecole10/software-tailor-skills, 106 stars) and Pricing Strategy (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Diagnose Monetization?

amplitude (a GitHub organization) maintains it in amplitude/builder-skills, which has 159 GitHub stars. The repository holds 61 skills in this directory. The repository was last updated on July 24, 2026.

Source: amplitude/builder-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.