Challenge
Make AI reusable and safe, not a pile of throwaway prompts.
AI / Agents · 2025
Reusable AI skill library (RAG + guardrails)
1 min read · Updated 18 Aug 2026
Overview
Modular AI skill platform: each skill wraps a prompt, a RAG retriever and guardrails (category refusal, PII redaction). Skills are versioned, snapshot-tested and composable into chains.\n\nLaravel + Python (embeddings service), Postgres + pgvector, skill evaluation UI before prod promotion.
Challenge
Make AI reusable and safe, not a pile of throwaway prompts.
Solution
Versioned skills + RAG retriever + PII guardrails + evaluation.
Outcome
Around twenty business skills, tested and auditable.