Viral loop builder
Skill AtulPurohit/Antigravity-Awesome-Skills/skills/viral-loop-builder
Professional Viral Loop Builder skill. Define product strategy, launch features, and run experiments with user metrics.From its SKILL.md
npx -y skills add AtulPurohit/Antigravity-Awesome-Skills --skill viral-loop-builderAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
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SKILL.md
1.3 KB, 177 tokens by cl100k_base, as published. Nobody here has run it
Viral Loop Builder
Purpose
Manage and implement Viral Loop Builder requirements efficiently within enterprise applications.
Core Concepts
Detailed operational framework for Viral Loop Builder:
1️⃣ Overview and Strategy
Understanding boundaries, rules, and best practices for the viral-loop-builder feature domain.
2️⃣ Code Implementation Reference
{
"metric": "conversion_rate",
"target": 0.05,
"confidence": 0.85
}
3️⃣ Checklist & Validation Rules
- Integration validation checklist completed.
- Code conventions and naming rules followed.
- Strict type safety constraints verified.
- Security standards checked.
Outputs
- System integration pattern definitions.
- Code templates and examples.
- Test validation checklists.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.
Gives 0 of the 12 instructions most product growth skills give in 177 tokens
Counted across 728 of the 1,010 authors here whose files we hold, read 2026-08-07
- Read product marketing context before asking questionsin 24 of 728, across 18 files
- Define the ideal customer profilein 21 of 728, across 3 files
- Document a rollback plan before deploymentin 21 of 728, across 12 files
- Analyze the codebase to understand the productin 19 of 728, across 1 file
- Ask clarifying questions about the value propositionin 19 of 728, across 1 file
- Search for companies matching the criteriain 19 of 728, across 1 file
- Look for signals of immediate needin 19 of 728, across 1 file
- Assign a fit score from one to tenin 19 of 728, across 1 file
- Identify the target decision-maker rolein 19 of 728, across 1 file
- Suggest a personalized contact strategyin 19 of 728, across 1 file
- Provide conversation starters for outreachin 19 of 728, across 1 file
- Format results in a scannable markdown templatein 19 of 728, across 1 file
Said here and by no other author read
- complete integration validation checklists
- follow code conventions and naming rules
- verify strict type safety constraints
- check security standards
- produce system integration pattern definitions
- produce code templates and examples
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.