Agent skill

Compound Growth Explainer

by mohitagw15856 in mohitagw15856/pm-claude-skills

Make compound growth actually click — see how small, consistent amounts become large over time, and why starting now beats starting bigger later.

MITAuto-check passed

Install Compound Growth Explainer

skills CLI
$ npx skills add mohitagw15856/pm-claude-skills --skill compound-growth-explainer -a claude-code

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

GitHub CLI
$ gh skill install mohitagw15856/pm-claude-skills compound-growth-explainer --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/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/compound-growth-explainer .claude/skills/compound-growth-explainer && 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
compound-growth-explainer
GitHub stars
1.4k
Token cost
~1.1k tokens
SKILL.md length
520 words
Files
1
Skills in repo
1,348
Repo updated
First seen
Licence
MIT

At a glance

Make compound growth actually click — see how small, consistent amounts become large over time, and why starting now beats starting bigger later.

  • Works in 5 steps: Explain returns-on-returns. Compounding… → Use concrete numbers. Abstract… → Show time > amount. Illustrate how… → …
  • Asked explain compound interest
  • SKILL.md covers What This Skill Produces, Required Inputs, Framework: Make It Concrete,… and Output Format, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Compound Growth Explainer is an agent skill from mohitagw15856/pm-claude-skills. Make compound growth actually click — see how small, consistent amounts become large over time, and why starting now beats starting bigger later. Use when asked explain compound interest, how does compounding work, is it worth investing small amounts, or why should I start now. Produces an intuitive explanation of compounding with concrete illustrative examples for your situation, the outsized effect of time (why an early start beats a later larger one), how fees and inflation eat into it, and the honest caveats…

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: 1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in… The licence is MIT.

When your agent uses it

  • Asked explain compound interest
  • How does compounding work
  • Is it worth investing small amounts
  • Why should I start now

Example prompts

  • “/compound-growth-explainer”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Explain returns-on-returns. Compounding is growth earning more growth; the curve starts flat and bends sharply upward — that's why it…
  2. Use concrete numbers. Abstract compounding means nothing; a worked example with the person's own figures makes it land.
  3. Show time > amount. Illustrate how starting earlier with less can beat starting later with more — because time is the exponent. This is…
  4. Show it cutting both ways. Fees and inflation compound against you — a 1% fee or 3% inflation over decades is enormous. Same math…
  5. Caveat honestly. Returns aren't guaranteed or steady; examples illustrate the concept, not a forecast. Real markets fluctuate.

What it can do on your machine

Read from SKILL.md and the folder at commit 1cbf1f0. 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

Compound Growth Explainer loads about 1.1k tokens when it runs. Until then it costs about 161 tokens; SKILL.md has 520 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~161
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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

The full file from mohitagw15856/pm-claude-skills at commit 1cbf1f0, republished under its MIT licence (© mohitagw15856). 520 words, ~1,113 tokens.

Download SKILL.mdSave it as .claude/skills/compound-growth-explainer/SKILL.md (or your agent's skills folder).
name
compound-growth-explainer
description
Make compound growth actually click — see how small, consistent amounts become large over time, and why starting now beats starting bigger later. Use when asked explain compound interest, how does compounding work, is it worth investing small amounts, or why should I start now. Produces an intuitive explanation of compounding with concrete illustrative examples for your situation, the outsized effect of time (why an early start beats a later larger one), how fees and inflation eat into it, and the honest caveats — turning an abstract concept into the motivation to start now. Educational, not financial advice.

Compound-Growth Explainer

Compounding is the most important financial concept and the least intuitive — humans think linearly, but compounding curves upward, so the results feel impossible until you see them. This makes it click with concrete examples: how small consistent amounts snowball, why time matters more than amount (an early start usually beats a later bigger one), and how fees and inflation quietly work against it. The point is motivation: start now.

What This Skill Produces

  • The intuition — why growth compounds (returns earn returns) and why it curves upward, not in a straight line
  • Concrete illustrations — worked examples for amounts and timeframes relevant to you, so it's real, not abstract
  • The time lesson — the striking effect of starting early: why a smaller amount started now often beats a larger amount started later
  • What eats it — fees and inflation compounding against you, and why small percentages matter enormously over decades
  • The honest caveats — that real returns vary, aren't guaranteed, and examples are illustrative not predictions

Required Inputs

Ask for these if not provided:

  • What you want to grasp — compounding generally, or a specific "is X worth it" question
  • Your numbers — an amount, a monthly contribution, or a timeframe to illustrate with
  • Your situation — your age/horizon (time is the key variable)
  • The doubt — what's making you hesitate (e.g. "my amount is too small to matter")

Framework: Make It Concrete, Show Time's Power

  1. Explain returns-on-returns. Compounding is growth earning more growth; the curve starts flat and bends sharply upward — that's why it feels unbelievable.
  2. Use concrete numbers. Abstract compounding means nothing; a worked example with the person's own figures makes it land.
  3. Show time > amount. Illustrate how starting earlier with less can beat starting later with more — because time is the exponent. This is the motivating punchline.
  4. Show it cutting both ways. Fees and inflation compound against you — a 1% fee or 3% inflation over decades is enormous. Same math, opposite direction.
  5. Caveat honestly. Returns aren't guaranteed or steady; examples illustrate the concept, not a forecast. Real markets fluctuate.
Show full SKILL.md (180 more words)Show less

Output Format

Compounding, made concrete: [your situation]

The idea: returns earn returns → growth curves upward (flat early, steep later). Your example: [worked illustration with your amount/contribution/timeframe]. Why time beats amount: [early-smaller vs later-larger illustration] — start now. What eats it: fees and inflation compound against you — [why small %s matter hugely]. Honest caveat: illustrative only — real returns vary and aren't guaranteed.

Educational, not financial advice. Figures illustrate the concept, not a prediction.

Quality Checks

  • Explains returns-on-returns and the upward curve intuitively
  • Uses concrete numbers relevant to the person
  • Demonstrates that time beats amount (early start wins)
  • Shows fees/inflation compounding against them
  • States clearly that examples are illustrative, not predictions

Anti-Patterns

  • Abstract explanation with no concrete numbers.
  • Presenting illustrative returns as guaranteed or predicted.
  • Missing the time-beats-amount punchline.
  • Ignoring fees/inflation working the other way.
  • Framing it as personalized advice.

Example Trigger Phrases

  • "Explain compound interest so it actually makes sense."
  • "Is it worth investing small amounts, or is it pointless?"
  • "Why does everyone say to start investing young?"
  • "How does compounding actually work with real numbers?"
  • "Show me why starting now matters."

© mohitagw15856, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/compound-growth-explainer of mohitagw15856/pm-claude-skills.

Open the folder on GitHubat commit 1cbf1f0

Compare with similar skills

Compound Growth Explainer 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.

Compound Growth Explainer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Compound Growth Explainer this skillmohitagw15856/pm-claude-skills1.4k—~1.1kAutomated safety check: PassMIT
Growth Enginesickn33/agentic-awesome-skills47k2 repos~2.2kAutomated safety check: PassMIT
Growth Logaffaan-m/ECC276k1 repos~1.7kAutomated safety check: PassMIT
Logic Explainsickn33/agentic-awesome-skills47k1 repos~894Automated safety check: PassMIT
Explain Usageasgeirtj/system_prompts_leaks69k—~345Automated safety check: PassCC0-1.0
Faceless Explainer Videoheygen-com/hyperframes59k3 repos~7.7kAutomated safety check: NotesApache-2.0

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Questions about Compound Growth Explainer

What does Compound Growth Explainer do?

Make compound growth actually click — see how small, consistent amounts become large over time, and why starting now beats starting bigger later. Compound Growth Explainer is an agent skill from mohitagw15856/pm-claude-skills. Make compound growth actually click — see how small, consistent amounts become large over time, and why starting now beats starting bigger later.

When should I use Compound Growth Explainer?

Compound Growth Explainer fits situations like: asked explain compound interest; how does compounding work; is it worth investing small amounts; why should I start now.

How do I install Compound Growth Explainer in Claude Code?

Run `npx skills add mohitagw15856/pm-claude-skills --skill compound-growth-explainer -a claude-code`. Or copy the skill folder (skills/compound-growth-explainer in mohitagw15856/pm-claude-skills) into .claude/skills/compound-growth-explainer in your project. Claude Code loads it when a task matches its description.

How do I install Compound Growth Explainer in Codex?

Run `npx skills add mohitagw15856/pm-claude-skills --skill compound-growth-explainer -a codex`. Or copy the skill folder (skills/compound-growth-explainer in mohitagw15856/pm-claude-skills) into .agents/skills/compound-growth-explainer in your project. Codex loads it when a task matches its description.

Can I use Compound Growth Explainer 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 mohitagw15856/pm-claude-skills --skill compound-growth-explainer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/compound-growth-explainer, .gemini/skills/compound-growth-explainer, .github/skills/compound-growth-explainer and .opencode/skills/compound-growth-explainer in your project.

What does Compound Growth Explainer need to run?

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

Does Compound Growth Explainer 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 Compound Growth Explainer 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 Compound Growth Explainer use?

Compound Growth Explainer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Compound Growth Explainer use?

About 1.1k tokens (SKILL.md is roughly 4.5k 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 Compound Growth Explainer?

Skills that share tags, products or a category with Compound Growth Explainer: Growth Engine (sickn33/agentic-awesome-skills, 47k stars), Growth Log (affaan-m/ECC, 276k stars), Logic Explain (sickn33/agentic-awesome-skills, 47k stars) and Explain Usage (asgeirtj/system_prompts_leaks, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Compound Growth Explainer?

mohitagw15856 (a GitHub user) maintains it in mohitagw15856/pm-claude-skills, which has 1,433 GitHub stars. The repository holds 1,348 skills in this directory. The repository was last updated on October 8, 2026.

Source: mohitagw15856/pm-claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.