Marketing Plan
Nexus-JPF/note-companion
When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product.
Identify, map, and measure the self-reinforcing growth loops in your product — viral, content, paid, and usage loops.
Install Map Growth Loops
$ npx skills add amplitude/builder-skills --skill map-growth-loops -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install amplitude/builder-skills map-growth-loops --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/amplitude/builder-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/growth-skills/skills/map-growth-loops .claude/skills/map-growth-loops && 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 "map-growth-loops" agent skill from https://github.com/amplitude/builder-skills/tree/main/growth-skills/skills/map-growth-loops into .claude/skills/map-growth-loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-growth-loops", 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/amplitude/builder-skills/tree/main/growth-skills/skills/map-growth-loopsType 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 amplitude/builder-skills --skill map-growth-loops -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install amplitude/builder-skills map-growth-loops --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/growth-skills/skills/map-growth-loops .agents/skills/map-growth-loops && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "map-growth-loops" agent skill from https://github.com/amplitude/builder-skills/tree/main/growth-skills/skills/map-growth-loops into .agents/skills/map-growth-loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-growth-loops", 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 amplitude/builder-skills --skill map-growth-loops -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install amplitude/builder-skills map-growth-loops --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/growth-skills/skills/map-growth-loops .cursor/skills/map-growth-loops && 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 "map-growth-loops" agent skill from https://github.com/amplitude/builder-skills/tree/main/growth-skills/skills/map-growth-loops into .cursor/skills/map-growth-loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-growth-loops", 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/amplitude/builder-skills.git --path growth-skills/skills/map-growth-loops--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 amplitude/builder-skills --skill map-growth-loops -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install amplitude/builder-skills map-growth-loops --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/growth-skills/skills/map-growth-loops .gemini/skills/map-growth-loops && 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 "map-growth-loops" agent skill from https://github.com/amplitude/builder-skills/tree/main/growth-skills/skills/map-growth-loops into .gemini/skills/map-growth-loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-growth-loops", 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 amplitude/builder-skills map-growth-loopsInstalls 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 amplitude/builder-skills --skill map-growth-loops -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/growth-skills/skills/map-growth-loops .github/skills/map-growth-loops && 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 "map-growth-loops" agent skill from https://github.com/amplitude/builder-skills/tree/main/growth-skills/skills/map-growth-loops into .github/skills/map-growth-loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-growth-loops", 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 amplitude/builder-skills --skill map-growth-loops -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install amplitude/builder-skills map-growth-loops --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/growth-skills/skills/map-growth-loops .opencode/skills/map-growth-loops && 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 "map-growth-loops" agent skill from https://github.com/amplitude/builder-skills/tree/main/growth-skills/skills/map-growth-loops into .opencode/skills/map-growth-loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "map-growth-loops", 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
map-growth-loops- GitHub stars
- 160
- Token cost
- ~3.2k tokens
- SKILL.md length
- 285 words
- Files
- 1
- Skills in repo
- 61
- Repo updated
- First seen
- Licence
- None found
At a glance
Identify, map, and measure the self-reinforcing growth loops in your product — viral, content, paid, and usage loops.
- A PM needs to move beyond linear funnel thinking and understand the compounding systems that drive sustainable growth
- SKILL.md covers Prompt Template and Tips
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Go-to-market strategy
What it does
Map Growth Loops is an agent skill from amplitude/builder-skills. Identify, map, and measure the self-reinforcing growth loops in your product — viral, content, paid, and usage loops. Understand cycle time, throughput, and where loops are broken. Use when a PM needs to move beyond linear funnel thinking and understand the compounding systems that drive sustainable growth.
Its SKILL.md is about 3.2k 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 Marketing & SEO, covering Go-to-market 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 move beyond linear funnel thinking and understand the compounding systems that drive sustainable growth
- Tasks that involve Go-to-market strategy
Example prompts
- “/map-growth-loops”
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
Map Growth Loops loads about 3.2k tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 285 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 285 words (~3,243 tokens).
“Identify the self-reinforcing loops in your product, measure their cycle time and throughput, and find where loops are broken or underleveraged — so you can invest in compounding growth instead of linear tactics.”
- name
- map-growth-loops
- suggest_when
- User asks about growth loops, "flywheel", "viral loop", "network effects", "compounding growth", "sustainable growth", "how do we grow without just spending…
Files
Just SKILL.md in growth-skills/skills/map-growth-loops of amplitude/builder-skills.
Open the folder on GitHubat commit 51838c2
Compare with similar skills
Map Growth Loops 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 |
|---|---|---|---|---|---|---|
| Map Growth Loops this skillamplitude/builder-skills | 160 | — | ~3.2k | Automated safety check: Pass | None | |
| Marketing PlanNexus-JPF/note-companion | 870 | 5 repos | ~5.2k | Automated safety check: Pass | MIT | |
| Revenue Centric Designheliocosta-dev/revenue-centric-design | 740 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Startup Designferdinandobons/startup-skill | 1.2k | — | ~8.1k | Automated safety check: Pass | MIT | |
| Jaredrhod Marketingjaredrhod/ai-marketing-skills | 282 | — | ~584 | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Traffic Acquisitionvivy-yi/xiaohongshu-skills | 478 | 1 repos | ~4k | Automated safety check: Pass | None |
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Related
Categories
Questions about Map Growth Loops
What does Map Growth Loops do?
Identify, map, and measure the self-reinforcing growth loops in your product — viral, content, paid, and usage loops. Map Growth Loops is an agent skill from amplitude/builder-skills. Identify, map, and measure the self-reinforcing growth loops in your product — viral, content, paid, and usage loops.
When should I use Map Growth Loops?
Map Growth Loops fits situations like: A PM needs to move beyond linear funnel thinking and understand the compounding systems that drive sustainable growth; tasks that involve Go-to-market strategy.
How do I install Map Growth Loops in Claude Code?
Run `npx skills add amplitude/builder-skills --skill map-growth-loops -a claude-code`. Or copy the skill folder (growth-skills/skills/map-growth-loops in amplitude/builder-skills) into .claude/skills/map-growth-loops in your project. Claude Code loads it when a task matches its description.
How do I install Map Growth Loops in Codex?
Run `npx skills add amplitude/builder-skills --skill map-growth-loops -a codex`. Or copy the skill folder (growth-skills/skills/map-growth-loops in amplitude/builder-skills) into .agents/skills/map-growth-loops in your project. Codex loads it when a task matches its description.
Can I use Map Growth Loops 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 map-growth-loops -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/map-growth-loops, .gemini/skills/map-growth-loops, .github/skills/map-growth-loops and .opencode/skills/map-growth-loops in your project.
What does Map Growth Loops need to run?
SKILL.md names no scripts, command-line tools or credentials: Map Growth Loops is instructions for the agent only.
Does Map Growth Loops 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 Map Growth Loops 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 Map Growth Loops use?
No licence was found for Map Growth Loops or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Map Growth Loops use?
About 3.2k tokens (SKILL.md is roughly 13k 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 Map Growth Loops?
Skills that share tags, products or a category with Map Growth Loops: Marketing Plan (Nexus-JPF/note-companion, 870 stars), Revenue Centric Design (heliocosta-dev/revenue-centric-design, 740 stars), Startup Design (ferdinandobons/startup-skill, 1.2k stars) and Jaredrhod Marketing (jaredrhod/ai-marketing-skills, 282 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Map Growth Loops?
amplitude (a GitHub organization) maintains it in amplitude/builder-skills, which has 160 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.