sickn33/antigravity-awesome-skills/ai-product
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Checking that the SKILL.md file is still in the repository.
Design and evaluate LLM product features, retrieval, validated outputs, latency, and cost controls.
Install
npx vskill@latest install sickn33/antigravity-awesome-skills/ai-productSKILL.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
- SKILL.md in the repositoryCheckingskills/ai-product/SKILL.md
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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Embed badge
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