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Turn shell scripts into AI-powered tools using curl and jq. This guide ships a copy‑pasteable Bash library (ai_patterns.sh) with prompt templates + versioning, deterministic caching, resilient HTTP calls (timeouts, retries, backoff, circuit breaker), safe batch via parallel, and JSONL audit logs—plus installs and examples—to boost reproducibility, tame rate limits, and cut cost.