Long-Term Compounding Decisions
kangarooking/cangjie-skill
Helps you judge whether to commit long-term to a partner, project or relationship by testing for compounding value, trust and reputation.
A skill your agent uses when evaluating Nick Sleep-style long-term compounders: scale economies shared, customer obsession, low turnover, long runway, owner culture, and value creation through lower…
MITAuto-check passed
Install Nick Sleep Scale Economies
$ npx skills add questflowai/investorskills --skill nick-sleep-scale-economies -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install questflowai/investorskills nick-sleep-scale-economies --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/questflowai/investorskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/nick-sleep-scale-economies .claude/skills/nick-sleep-scale-economies && 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 "nick-sleep-scale-economies" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/nick-sleep-scale-economies into .claude/skills/nick-sleep-scale-economies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nick-sleep-scale-economies", 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/questflowai/investorskills/tree/main/skills/nick-sleep-scale-economiesType 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 questflowai/investorskills --skill nick-sleep-scale-economies -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install questflowai/investorskills nick-sleep-scale-economies --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/nick-sleep-scale-economies .agents/skills/nick-sleep-scale-economies && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "nick-sleep-scale-economies" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/nick-sleep-scale-economies into .agents/skills/nick-sleep-scale-economies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nick-sleep-scale-economies", 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 questflowai/investorskills --skill nick-sleep-scale-economies -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install questflowai/investorskills nick-sleep-scale-economies --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/nick-sleep-scale-economies .cursor/skills/nick-sleep-scale-economies && 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 "nick-sleep-scale-economies" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/nick-sleep-scale-economies into .cursor/skills/nick-sleep-scale-economies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nick-sleep-scale-economies", 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/questflowai/investorskills.git --path skills/nick-sleep-scale-economies--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 questflowai/investorskills --skill nick-sleep-scale-economies -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install questflowai/investorskills nick-sleep-scale-economies --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/nick-sleep-scale-economies .gemini/skills/nick-sleep-scale-economies && 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 "nick-sleep-scale-economies" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/nick-sleep-scale-economies into .gemini/skills/nick-sleep-scale-economies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nick-sleep-scale-economies", 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 questflowai/investorskills nick-sleep-scale-economiesInstalls 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 questflowai/investorskills --skill nick-sleep-scale-economies -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/nick-sleep-scale-economies .github/skills/nick-sleep-scale-economies && 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 "nick-sleep-scale-economies" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/nick-sleep-scale-economies into .github/skills/nick-sleep-scale-economies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nick-sleep-scale-economies", 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 questflowai/investorskills --skill nick-sleep-scale-economies -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install questflowai/investorskills nick-sleep-scale-economies --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/nick-sleep-scale-economies .opencode/skills/nick-sleep-scale-economies && 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 "nick-sleep-scale-economies" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/nick-sleep-scale-economies into .opencode/skills/nick-sleep-scale-economies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nick-sleep-scale-economies", 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
nick-sleep-scale-economies- GitHub stars
- 1.9k
- Token cost
- ~420 tokens
- SKILL.md length
- 157 words
- Files
- 2
- Skills in repo
- 63
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when evaluating Nick Sleep-style long-term compounders: scale economies shared, customer obsession, low turnover, long runway, owner culture, and value creation through lower…
- Works in 5 steps: Identify whether scale economies exist. → Determine whether savings are shared… → Map flywheel: lower price, better… → …
- Evaluating Nick Sleep-style long-term compounders: scale economies shared
- SKILL.md covers When To Use, Process, Output Format and Guardrails, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Nick Sleep Scale Economies is an agent skill from questflowai/investorskills. Use when evaluating Nick Sleep-style long-term compounders: scale economies shared, customer obsession, low turnover, long runway, owner culture, and value creation through lower prices.
Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `invest.md`).
The repository describes itself as: Investor Skills is an open-source library that turns durable investing judgment into portable, structured formats. It collects how great investors think, filter opportunities… The licence is MIT.
When your agent uses it
- Evaluating Nick Sleep-style long-term compounders: scale economies shared
- Customer obsession
- Value creation through lower prices
Example prompts
- “/nick-sleep-scale-economies”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Identify whether scale economies exist.
- Determine whether savings are shared with customers or captured short-term.
- Map flywheel: lower price, better experience, more volume, more scale.
- Assess management time horizon and culture.
- Ignore short-term valuation noise unless expectations are extreme.
What it can do on your machine
Read from SKILL.md and the folder at commit 2844d78. 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 (its code samples are markdown).
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
Nick Sleep Scale Economies loads about 420 tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 157 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
The full file from questflowai/investorskills at commit 2844d78, republished under its MIT licence (© questflowai). 157 words, ~420 tokens.
Download SKILL.mdSave it as
.claude/skills/nick-sleep-scale-economies/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- nick-sleep-scale-economies
- description
- Use when evaluating Nick Sleep-style long-term compounders: scale economies shared, customer obsession, low turnover, long runway, owner culture, and value creation through lower prices.
- invest
- ./invest.md
Nick Sleep Scale Economies Shared
Use this skill to apply Nick Sleep-style long-term compounding: find businesses that share scale economies with customers, widen their moat by lowering prices, and compound for years with minimal trading.
When To Use
- Amazon/Costco-style compounder analysis
- Customer-value flywheel review
- Long-term low-turnover portfolio decisions
- Whether scale benefits are shared or extracted
Trigger phrases include Nick Sleep, Nomad, scale economies shared, Amazon, Costco, customer obsession, and long runway.
Process
- Identify whether scale economies exist.
- Determine whether savings are shared with customers or captured short-term.
- Map flywheel: lower price, better experience, more volume, more scale.
- Assess management time horizon and culture.
- Ignore short-term valuation noise unless expectations are extreme.
Output Format
# Nick Sleep View: [Company]
## Verdict
Long-Term Own / Watch / Not Shared / Too Expensive / Pass
## Scale Economies Shared
## Customer Flywheel
## Culture And Time Horizon
## Reinvestment Runway
## RisksGuardrails
- Do not mistake scale for shared scale.
- Do not overtrade long-duration compounders.
- Do not ignore culture drift or customer value deterioration.
Questflow Use
In Questflow, this skill is best used for long-duration compounder identification and Fund thesis design.
© questflowai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/nick-sleep-scale-economies of questflowai/investorskills.
- SKILL.md
- invest.md
Open the folder on GitHubat commit 2844d78
Compare with similar skills
Nick Sleep Scale Economies 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 |
|---|---|---|---|---|---|---|
| Nick Sleep Scale Economies this skillquestflowai/investorskills | 1.9k | — | ~420 | Automated safety check: Pass | MIT | |
| Long-Term Compounding Decisionskangarooking/cangjie-skill | 11k | — | ~681 | Automated safety check: Pass | MIT | |
| Arize Evaluatorgithub/awesome-copilot | 40k | 1 repos | ~8.1k | Automated safety check: Notes | MIT | |
| LLM Evaluationdavila7/claude-code-templates | 33k | 12 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Agent Evaluationsickn33/agentic-awesome-skills | 47k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| EvaluatorsArize-ai/phoenix | 12k | — | ~1.7k | Automated safety check: Pass | Custom licence |
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Questions about Nick Sleep Scale Economies
What does Nick Sleep Scale Economies do?
A skill your agent uses when evaluating Nick Sleep-style long-term compounders: scale economies shared, customer obsession, low turnover, long runway, owner culture, and value creation through lower…. Nick Sleep Scale Economies is an agent skill from questflowai/investorskills. Use when evaluating Nick Sleep-style long-term compounders: scale economies shared, customer obsession, low turnover, long runway, owner culture, and value creation through lower prices.
When should I use Nick Sleep Scale Economies?
Nick Sleep Scale Economies fits situations like: evaluating Nick Sleep-style long-term compounders: scale economies shared; customer obsession; value creation through lower prices.
How do I install Nick Sleep Scale Economies in Claude Code?
Run `npx skills add questflowai/investorskills --skill nick-sleep-scale-economies -a claude-code`. Or copy the skill folder (skills/nick-sleep-scale-economies in questflowai/investorskills) into .claude/skills/nick-sleep-scale-economies in your project. Claude Code loads it when a task matches its description.
How do I install Nick Sleep Scale Economies in Codex?
Run `npx skills add questflowai/investorskills --skill nick-sleep-scale-economies -a codex`. Or copy the skill folder (skills/nick-sleep-scale-economies in questflowai/investorskills) into .agents/skills/nick-sleep-scale-economies in your project. Codex loads it when a task matches its description.
Can I use Nick Sleep Scale Economies 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 questflowai/investorskills --skill nick-sleep-scale-economies -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nick-sleep-scale-economies, .gemini/skills/nick-sleep-scale-economies, .github/skills/nick-sleep-scale-economies and .opencode/skills/nick-sleep-scale-economies in your project.
What does Nick Sleep Scale Economies need to run?
SKILL.md names no scripts, command-line tools or credentials: Nick Sleep Scale Economies is instructions for the agent only.
Does Nick Sleep Scale Economies 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 Nick Sleep Scale Economies 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 Nick Sleep Scale Economies use?
Nick Sleep Scale Economies 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 Nick Sleep Scale Economies use?
About 420 tokens (SKILL.md is roughly 1.7k 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 Nick Sleep Scale Economies?
Skills that share tags, products or a category with Nick Sleep Scale Economies: Long-Term Compounding Decisions (kangarooking/cangjie-skill, 11k stars), Arize Evaluator (github/awesome-copilot, 40k stars), LLM Evaluation (davila7/claude-code-templates, 33k stars) and Agent Evaluation (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Nick Sleep Scale Economies?
questflowai (a GitHub organization) maintains it in questflowai/investorskills, which has 1,898 GitHub stars. The repository holds 63 skills in this directory. The repository was last updated on August 23, 2026.
Source: questflowai/investorskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.