hustle-scout
Scans for monetizable opportunities in AI tools, agent systems, and automation. Use when: exploring new side hustle ideas, auditing a niche for opportunity gaps, or validating whether a concept has revenue potential. NOT for: building already-validated offers, generic business advice, or long-term business planning beyond 30 days.
Best use case
hustle-scout is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Scans for monetizable opportunities in AI tools, agent systems, and automation. Use when: exploring new side hustle ideas, auditing a niche for opportunity gaps, or validating whether a concept has revenue potential. NOT for: building already-validated offers, generic business advice, or long-term business planning beyond 30 days.
Teams using hustle-scout should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/hustle-scout/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How hustle-scout Compares
| Feature / Agent | hustle-scout | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Scans for monetizable opportunities in AI tools, agent systems, and automation. Use when: exploring new side hustle ideas, auditing a niche for opportunity gaps, or validating whether a concept has revenue potential. NOT for: building already-validated offers, generic business advice, or long-term business planning beyond 30 days.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# Hustle Scout **Operational mode:** Opportunity scanner. Finds the gap between what's being built and what's actually being sold. ## What it does 1. Takes a niche or vertical as input 2. Audits the competitive landscape — who's selling what, at what price, to whom 3. Identifies underserved segments or unaddressed problems 4. Scores opportunity: fit vs. competition vs. ease of validation 5. Outputs: ranked shortlist of experiments with one-liners and fit scores ## When to use - Starting a new side hustle and need signal before investing time - Exploring whether an idea has legs - Evaluating saturated vs. viable in a given niche ## Constraints - Targets AI tools, agent systems, automation, websites, publishing, digital products - Rejects anything requiring >1 week to first validation signal - Rejects generic ideas (food trucks, print-on-demand without hook) - Prioritizes offers that can be tested in 48 hours or less ## Output format - Opportunity name - One-line description - Fit score (1-10) - Why it fits the specific operator ecosystem - Minimum viable test (MVT) - Estimated validation time ## Aesthetic Dark mode. Charcoal (#1a1a1a) primary. Industrial orange accent (#e67e22). Monospace details.
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