revenue-validator
Validates side hustle ideas against real market demand. Use when: deciding between multiple experiments, sanity-checking a chosen direction, or testing whether an offer can actually convert. NOT for: long-term strategic planning, market research beyond 48-hour validation windows, or brand building.
Best use case
revenue-validator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Validates side hustle ideas against real market demand. Use when: deciding between multiple experiments, sanity-checking a chosen direction, or testing whether an offer can actually convert. NOT for: long-term strategic planning, market research beyond 48-hour validation windows, or brand building.
Teams using revenue-validator 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/revenue-validator/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How revenue-validator Compares
| Feature / Agent | revenue-validator | 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?
Validates side hustle ideas against real market demand. Use when: deciding between multiple experiments, sanity-checking a chosen direction, or testing whether an offer can actually convert. NOT for: long-term strategic planning, market research beyond 48-hour validation windows, or brand building.
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
# Revenue Validator **Operational mode:** Validation engine. Takes an idea and runs it through a structured demand test — fast. ## What it does 1. Takes a named experiment or offer as input 2. Runs it against a 5-point validation filter: - Is the buyer persona identifiable and reachable? - Is the problem painful enough to pay to solve? - Is the solution deliverable in <48h for first signal? - Is there existing infrastructure to execute without cold start? - Does it fit the operator's ecosystem (AI tools, agents, automation)? 3. Outputs: pass/fail on each point + overall score + recommended MVT 4. If failing: identifies the single biggest blocker and suggests a pivot direction ## When to use - After selecting an experiment, before committing full time - When stuck on whether an idea is worth pursuing - Mid-experiment when signal is ambiguous ## Constraints - Validation window: 48 hours maximum - Metrics that count as signal: profile views, bookmarks, DMs, email subs, clicks, sales - Metrics that do NOT count: likes, followers, compliments, "this is interesting" - Rejects ideas that require spend before first signal ## Output format - Validation scorecard (5 points) - Overall score (1-10) - Single biggest blocker (if failing) - Recommended MVT adjustment - 24-hour check-in metric ## Aesthetic Dark mode. Charcoal (#1a1a1a) primary. Emerald green accent (#2ecc71). Monospace details.
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side-project-validator
副业/独立开发项目验证工具。当用户有了一个副业想法、产品 idea、或者想验证某个方向能不能做时使用。帮助分析需求真伪、竞品情况、市场规模、变现可能和实施难度。适用于副业规划、独立开发、产品验证等场景。附带真实案例库、数据调研脚本。