Oracle Recipe Registry
The full Recipe table for oracle. oracle/SKILL.md carries only the dispatch
allowlist; this file holds what is needed to execute a Recipe — activation
condition and the files to read first.
Read this when a subcommand matched and you need its row, or when scanning what Recipes exist at all.
| Recipe | Subcommand | Default? | When to Use | Read First |
|---|---|---|---|---|
| Prompt Engineering | prompt |
✓ | Prompt design and optimization | reference/prompt-engineering.md |
| RAG Design | rag |
RAG design (retrieval + generation) | reference/rag-design-anti-patterns.md |
|
| AI Safety | safety |
Guardrails, red-teaming | reference/ai-safety-guardrails.md |
|
| MLOps Pipeline | mlops |
MLOps pipeline design | reference/llm-application-patterns.md |
|
| Agent System Design | agent |
Application-level LLM agent design (tool-use loops, tool schemas, memory, subagent delegation, termination) | reference/agent-design.md |
|
| LLM Cost Optimization | cost |
LLM-API cost tuning (token budget, prompt caching, model tier routing, batch vs streaming, context compression) | reference/cost-optimization.md |
|
| Embedding Strategy | embed |
RAG embedding pipeline deep dive (chunking, embedding model, vector index, re-ranking, hybrid BM25+vector) | reference/embedding-strategy.md |
|
| AI Architecture Review | review |
Reviewing a design that embeds AI before build or before raising its authority: 12 lenses, risk tiers R0–R3, conditional approval, re-review triggers | reference/architecture-review.md |
|
| Advanced Tool Use | tooling |
Scaling an Anthropic-API tool catalog: tool search + defer_loading, programmatic tool calling, advisor tool (server-side Plan-and-Execute), per-tool/per-version model support |
reference/advanced-tool-use.md |