sickn33/antigravity-awesome-skills/ai-product

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Design and evaluate LLM product features, retrieval, validated outputs, latency, and cost controls.

Install

npx vskill@latest install sickn33/antigravity-awesome-skills/ai-product

SKILL.md

AI Product Development

Choose AI only when it improves the target user task against an evaluated baseline.

This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you.

Detailed Guide

Read the detailed guide before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely.

When to Use

Use this skill when the request clearly matches the capabilities and patterns described above.

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationPassed, 82 of 100Effective. 1 run. Evaluated 7 months ago.

Source

Popularity

Repository stars
27,557
Repository forks
4,640
Repository npm downloads, 7 days
11,772
7-day trend score
73

Stars and forks are for the whole GitHub repository, not this skill alone. Downloads are for the repository's npm package. Refreshed 20 Mar 2026, 7 months ago.

Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

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  • Aider
  • GPT Pilot
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  • v0
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  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
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